Graph of Wikipedia
Project members:
- Vilhelm Agdur, Department of Mathematics, Uppsala University
- Henrik Ekström, Institution
- Simon Johansson, Institution
- Albin Toft, Department of ??, KTH
Background
To assume that Wikipedia is a webiste known to most is perhaps not a controversial statement, however to avoid confusion in case someone is not familiar with the website, the following can be found on the Wikipedia article about Wikipedia:
When reading articles on Wikipedia, a reader will be faced with hyper-links to other articles in the Wiki-verse, which might lead a reader onto a path towards a completely different subject than what was on the first page that was read. This phenomena, together with a curiosity about the properties of a graph constructed using the articles and links of Wikipedia lead to this project, with a goal of exploring and analysing what will be reffered to as the "Wiki-Graph". For those unfamiliar with the term "Graph", a graph is a structure amounting to a set of objects in which some pairs of the objects are in some sense "related". The objects correspond to mathematical abstractions called vertices (also called nodes or points) and each of the related pairs of vertices is called an edge. For instance, a graph could be a social network, where the verices are the users and the edges are the friendship relationships among the users. Or as in our case, the vertices could be articles and the edges the hyperlinks between the articles.
Example of a directed graph.
Purpose
The main goal of the project was to explore the Wiki-Graph to answer some exploration oriented questions about the structure. These were questions such as: 1. What is the size of the graph? 2. How dense is it? 3. What can be said about the hierarchical structure of categories? 4. What is the fastest way to go from article A to B, using only the hyper-links? 5. Etc.
Methods
In order to answer these questions we have used the GraphFrames API with Apache Spark. GraphFrames provide tools for analyzing and querying large graphs in a distributed and scalable fashion, with built-in implementations for algorithms such as PageRank, LabelPropagation, BFS and many more.
Data
The data used for the project came from WikiData database dumps. More about precisely what data, how it was ingested, preprocessed and finally joined to produce a GraphFrame, will be presented in upcoming notebooks.
Loading of the Wikipedia data
The data from Wikipedia is available as .sql-file dumps here. So we need to do a little bit of work to get these SQL files into an actual database on the cloud.
For the redirects table, it was small enough to fit into memory on the driver, so we could do it in a fairly simple way. The page and pagelinks tables are too big for that, so we need to be a bit trickier.
As a first step, we download the .sql file:
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
FileUtils.copyURLToFile(new URL("https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-redirect.sql.gz"), new File("/tmp/enwiki-latest-redirect.sql.gz"))
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
Having done this, we first unzip the file, and then move the file from local storage to the DBFS:
gzip -d /tmp/enwiki-latest-redirect.sql.gz
mv file:/tmp/enwiki-latest-redirect.sql /enwiki-latest-redirect.sql
res1: Boolean = true
Having gotten the data onto the DBFS, we can now read it into Spark:
val rawSQLdump = spark.read.textFile("/enwiki-latest-redirect.sql")
rawSQLdump: org.apache.spark.sql.Dataset[String] = [value: string]
The first forty lines are setting up the database, then we get a lot of very long INSERT INTO lines with many many entries being inserted.
println(rawSQLdump.take(40).mkString("\n"))
-- MySQL dump 10.19 Distrib 10.3.34-MariaDB, for debian-linux-gnu (x86_64)
--
-- Host: db1106 Database: enwiki
-- ------------------------------------------------------
-- Server version 10.4.25-MariaDB-log
/*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */;
/*!40101 SET @OLD_CHARACTER_SET_RESULTS=@@CHARACTER_SET_RESULTS */;
/*!40101 SET @OLD_COLLATION_CONNECTION=@@COLLATION_CONNECTION */;
/*!40101 SET NAMES utf8mb4 */;
/*!40103 SET @OLD_TIME_ZONE=@@TIME_ZONE */;
/*!40103 SET TIME_ZONE='+00:00' */;
/*!40014 SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0 */;
/*!40014 SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */;
/*!40101 SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */;
/*!40111 SET @OLD_SQL_NOTES=@@SQL_NOTES, SQL_NOTES=0 */;
--
-- Table structure for table `redirect`
--
DROP TABLE IF EXISTS `redirect`;
/*!40101 SET @saved_cs_client = @@character_set_client */;
/*!40101 SET character_set_client = utf8 */;
CREATE TABLE `redirect` (
`rd_from` int(8) unsigned NOT NULL DEFAULT 0,
`rd_namespace` int(11) NOT NULL DEFAULT 0,
`rd_title` varbinary(255) NOT NULL DEFAULT '',
`rd_interwiki` varbinary(32) DEFAULT NULL,
`rd_fragment` varbinary(255) DEFAULT NULL,
PRIMARY KEY (`rd_from`),
KEY `rd_ns_title` (`rd_namespace`,`rd_title`,`rd_from`)
) ENGINE=InnoDB DEFAULT CHARSET=binary ROW_FORMAT=COMPRESSED;
/*!40101 SET character_set_client = @saved_cs_client */;
--
-- Dumping data for table `redirect`
--
/*!40000 ALTER TABLE `redirect` DISABLE KEYS */;
The remaining rows look something like this, except much much longer:
println(rawSQLdump.take(41)(40).substring(0,188) + ",...,"+rawSQLdump.take(41)(40).substring(rawSQLdump.take(41)(40).length()-75, rawSQLdump.take(41)(40).length()))
INSERT INTO `redirect` VALUES (10,0,'Computer_accessibility','',''),(13,0,'History_of_Afghanistan','',''),(14,0,'Geography_of_Afghanistan','',''),(15,0,'Demographics_of_Afghanistan','',''),...,(170997,0,'Supersaturation','',''),(171002,0,'Dubbing','','ADR/post-sync');
Next up, let us strip out the INSERT INTO bit and the initial and final parentheses, then split at each ),(, so that we get each entry as its own string.
val pageDataRows = rawSQLdump.filter(x => x.startsWith("INSERT INTO"))
.flatMap(x => x.substring(31, x.length()-2).split("""\),\("""))
pageDataRows: org.apache.spark.sql.Dataset[String] = [value: string]
So now our data looks like this:
println(pageDataRows.take(20).mkString("\n"))
10,0,'Computer_accessibility','',''
13,0,'History_of_Afghanistan','',''
14,0,'Geography_of_Afghanistan','',''
15,0,'Demographics_of_Afghanistan','',''
18,0,'Communications_in_Afghanistan','',''
19,0,'Transport_in_Afghanistan','',''
20,0,'Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan','',''
21,0,'Foreign_relations_of_Afghanistan','',''
23,0,'Assistive_technology','',''
24,0,'Amoeba','',''
25,0,'Autism_spectrum','',''
27,0,'History_of_Albania','',''
29,0,'Demographics_of_Albania','',''
30,0,'As_We_May_Think','',''
35,0,'Politics_of_Albania','',''
36,0,'Economy_of_Albania','',''
40,0,'Afroasiatic_languages','',''
42,0,'Constructed_language','',''
46,0,'Abacus','',''
47,0,'Abalone','',''
This table has a modest amount of rows, only 12.9 million.
pageDataRows.count()
res15: Long = 12937954
The above looks a whole lot like a CSV file, doesn't it? Let's write it to file as such. Note that we write it as text instead of as CSV because our data is in the format of a single string per row.
pageDataRows.toDF().write.mode("overwrite").text("/WikipediaData/enwiki-redirect.csv")
Now we want to read this back in, but with the right schema and column names and so on. So we start by creating the schema. In order to be sure that all the rows got parsed correctly, we add an extra column named _corrupt_record, which will get the raw CSV text whenever it couldn't be parsed right, and otherwise be set to NULL.
import org.apache.spark.sql.types._
// Start by creating a case class of a row entry:
case class WikiRedirect(rd_from:Int,
rd_namespace:Int,
rd_title:String,
rd_interwiki:String,
rd_fragment:String
)
// then we generate a schema object from the case class: (code copypasted from here: https://sparkbyexamples.com/spark/convert-case-class-to-spark-schema/)
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
val pageSchema = ScalaReflection.schemaFor[WikiRedirect].dataType.asInstanceOf[StructType].add("_corrupt_record", StringType, true)
import org.apache.spark.sql.types._
defined class WikiRedirect
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
pageSchema: org.apache.spark.sql.types.StructType = StructType(StructField(rd_from,IntegerType,false),StructField(rd_namespace,IntegerType,false),StructField(rd_title,StringType,true),StructField(rd_interwiki,StringType,true),StructField(rd_fragment,StringType,true),StructField(_corrupt_record,StringType,true))
Then we read it back in with the schema we just created:
val readFromCSV = spark.read
.options(Map("quote" -> "'", "mode" -> "PERMISSIVE", "columnNameOfCorruptRecord" -> "_corrupt_record"))
.schema(pageSchema)
.csv("/WikipediaData/enwiki-redirect.csv")
readFromCSV: org.apache.spark.sql.DataFrame = [rd_from: int, rd_namespace: int ... 4 more fields]
Let's have a look at what we just created:
display(readFromCSV)
| rd_from | rd_namespace | rd_title | rd_interwiki | rd_fragment | _corrupt_record |
|---|---|---|---|---|---|
| 10.0 | 0.0 | Computer_accessibility | null | null | null |
| 13.0 | 0.0 | History_of_Afghanistan | null | null | null |
| 14.0 | 0.0 | Geography_of_Afghanistan | null | null | null |
| 15.0 | 0.0 | Demographics_of_Afghanistan | null | null | null |
| 18.0 | 0.0 | Communications_in_Afghanistan | null | null | null |
| 19.0 | 0.0 | Transport_in_Afghanistan | null | null | null |
| 20.0 | 0.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan | null | null | null |
| 21.0 | 0.0 | Foreign_relations_of_Afghanistan | null | null | null |
| 23.0 | 0.0 | Assistive_technology | null | null | null |
| 24.0 | 0.0 | Amoeba | null | null | null |
| 25.0 | 0.0 | Autism_spectrum | null | null | null |
| 27.0 | 0.0 | History_of_Albania | null | null | null |
| 29.0 | 0.0 | Demographics_of_Albania | null | null | null |
| 30.0 | 0.0 | As_We_May_Think | null | null | null |
| 35.0 | 0.0 | Politics_of_Albania | null | null | null |
| 36.0 | 0.0 | Economy_of_Albania | null | null | null |
| 40.0 | 0.0 | Afroasiatic_languages | null | null | null |
| 42.0 | 0.0 | Constructed_language | null | null | null |
| 46.0 | 0.0 | Abacus | null | null | null |
| 47.0 | 0.0 | Abalone | null | null | null |
| 48.0 | 0.0 | Abbadid_dynasty | null | null | null |
| 49.0 | 0.0 | Abbess | null | null | null |
| 50.0 | 0.0 | Abbeville | null | null | null |
| 51.0 | 0.0 | Abbey | null | null | null |
| 52.0 | 0.0 | Abbot | null | null | null |
| 53.0 | 0.0 | Abbreviation | null | null | null |
| 54.0 | 0.0 | Atlas_Shrugged | null | null | null |
| 56.0 | 0.0 | Constructed_language | null | null | null |
| 58.0 | 0.0 | List_of_Atlas_Shrugged_characters | null | null | null |
| 59.0 | 0.0 | Atlas_Shrugged | null | null | null |
| 60.0 | 0.0 | Atlas_Shrugged | null | null | null |
| 241.0 | 0.0 | African_Americans | null | null | null |
| 242.0 | 0.0 | Adolf_Hitler | null | null | null |
| 247.0 | 0.0 | Abecedarian | null | null | null |
| 248.0 | 0.0 | Cain_and_Abel | null | null | null |
| 249.0 | 0.0 | Abensberg | null | null | null |
| 251.0 | 0.0 | Aberdeen,_South_Dakota | null | null | null |
| 254.0 | 0.0 | Arthur_Koestler | null | null | null |
| 255.0 | 0.0 | Ayn_Rand | null | null | null |
| 256.0 | 0.0 | Alexander_the_Great | null | null | null |
| 258.0 | 0.0 | Anchorage,_Alaska | null | null | null |
| 259.0 | 0.0 | Logical_form | null | null | null |
| 260.0 | 0.0 | Existence_of_God | null | null | null |
| 263.0 | 0.0 | Anarchy | null | null | null |
| 264.0 | 0.0 | ASCII_art | null | null | null |
| 269.0 | 0.0 | Academy_Awards | null | null | null |
| 270.0 | 0.0 | Academy_Award_for_Best_Picture | null | null | null |
| 271.0 | 0.0 | Austrian_German | null | null | null |
| 272.0 | 0.0 | Elitism | null | null | null |
| 274.0 | 0.0 | Axiom_of_choice | null | null | null |
| 276.0 | 0.0 | American_football | null | null | null |
| 278.0 | 0.0 | United_States | null | null | null |
| 279.0 | 0.0 | Anna_Kournikova | null | null | null |
| 280.0 | 0.0 | Andorra | null | null | null |
| 287.0 | 0.0 | Austroasiatic_languages | null | null | null |
| 289.0 | 0.0 | Lists_of_actors | null | null | null |
| 291.0 | 0.0 | Anarcho-capitalism | null | null | null |
| 293.0 | 0.0 | Anarcho-capitalism | null | null | null |
| 296.0 | 0.0 | Lists_of_actors | null | null | null |
| 299.0 | 0.0 | An_American_in_Paris | null | null | null |
| 301.0 | 0.0 | Automorphism | null | null | null |
| 302.0 | 0.0 | Action_film | null | null | null |
| 304.0 | 0.0 | Africa | null | null | null |
| 306.0 | 0.0 | Statistics | null | null | null |
| 325.0 | 0.0 | Action_film | null | null | null |
| 338.0 | 0.0 | Auto_racing | null | null | null |
| 347.0 | 0.0 | Demographics_of_Algeria | null | null | null |
| 353.0 | 0.0 | Foreign_relations_of_Algeria | null | null | null |
| 369.0 | 0.0 | Atlas_Shrugged | null | null | null |
| 583.0 | 0.0 | Amoeba | null | null | null |
| 589.0 | 0.0 | Ashmore_and_Cartier_Islands | null | null | null |
| 596.0 | 0.0 | Artificial_language | null | null | null |
| 598.0 | 0.0 | Afroasiatic_languages | null | null | null |
| 609.0 | 0.0 | Foreign_relations_of_Andorra | null | null | null |
| 617.0 | 0.0 | Al_Gore | null | null | null |
| 618.0 | 0.0 | An_Enquiry_Concerning_Human_Understanding | null | null | null |
| 622.0 | 0.0 | Al_Gore | null | null | null |
| 626.0 | 0.0 | Auteur | null | null | null |
| 629.0 | 0.0 | Abstract_algebra | null | null | null |
| 635.0 | 0.0 | Analysis_of_variance | null | null | null |
| 644.0 | 0.0 | Arithmetic_logic_unit | null | null | null |
| 648.0 | 0.0 | Actor | null | null | null |
| 654.0 | 0.0 | Computer_accessibility | null | null | null |
| 668.0 | 0.0 | Logical_form | null | null | null |
| 669.0 | 0.0 | Allotropy | null | null | null |
| 686.0 | 0.0 | Amalthea_(mythology) | null | null | null |
| 687.0 | 0.0 | Analysis_of_variance | null | null | null |
| 693.0 | 0.0 | Broch | null | null | null |
| 696.0 | 0.0 | AA | null | Rivers | null |
| 724.0 | 4.0 | Nupedia_and_Wikipedia | null | null | null |
| 726.0 | 5.0 | Nupedia_and_Wikipedia | null | null | null |
| 727.0 | 0.0 | History_of_astronomy | null | null | null |
| 731.0 | 0.0 | History_of_astronomy | null | null | null |
| 735.0 | 0.0 | Al_Gore | null | null | null |
| 743.0 | 0.0 | Antigua_and_Barbuda | null | null | null |
| 749.0 | 0.0 | Astronomer | null | null | null |
| 755.0 | 0.0 | History_of_Albania | null | null | null |
| 758.0 | 0.0 | Foreign_relations_of_Albania | null | null | null |
| 759.0 | 0.0 | Demographics_of_Albania | null | null | null |
| 763.0 | 0.0 | Foreign_relations_of_Albania | null | null | null |
| 767.0 | 0.0 | A._E._van_Vogt | null | null | null |
| 807.0 | 0.0 | Telecommunications_in_Albania | null | null | null |
| 813.0 | 0.0 | History_of_Afghanistan | null | null | null |
| 814.0 | 0.0 | Geography_of_Afghanistan | null | null | null |
| 815.0 | 0.0 | Government_of_the_Islamic_Emirate_of_Afghanistan | null | null | null |
| 816.0 | 0.0 | Demographics_of_Afghanistan | null | null | null |
| 817.0 | 0.0 | Economy_of_Afghanistan | null | null | null |
| 818.0 | 0.0 | Communications_in_Afghanistan | null | null | null |
| 820.0 | 0.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan | null | null | null |
| 821.0 | 0.0 | Foreign_relations_of_Afghanistan | null | null | null |
| 822.0 | 0.0 | Afghanistan | null | null | null |
| 832.0 | 0.0 | Foreign_relations_of_Austria | null | null | null |
| 839.0 | 0.0 | Anglicanism | null | null | null |
| 855.0 | 0.0 | Abiotic_component | null | null | null |
| 858.0 | 0.0 | Au | null | null | null |
| 860.0 | 0.0 | Åland | null | null | null |
| 873.0 | 0.0 | Civilization | null | null | null |
| 882.0 | 0.0 | Supermajority | null | Majority of the entire membership | null |
| 891.0 | 0.0 | Accounting | null | null | null |
| 907.0 | 0.0 | AWK | null | null | null |
| 908.0 | 0.0 | Nomic | null | null | null |
| 918.0 | 0.0 | Antisemitism | null | null | null |
| 919.0 | 0.0 | Antisemitism | null | null | null |
| 923.0 | 0.0 | A._A._Milne | null | null | null |
| 926.0 | 0.0 | Alumni | null | null | null |
| 935.0 | 0.0 | Automated_Alice | null | null | null |
| 936.0 | 0.0 | Automated_Alice | null | null | null |
| 937.0 | 0.0 | Automated_Alice | null | null | null |
| 938.0 | 0.0 | Automated_Alice | null | null | null |
| 939.0 | 0.0 | Automated_Alice | null | null | null |
| 940.0 | 0.0 | Automated_Alice | null | null | null |
| 941.0 | 0.0 | Automated_Alice | null | null | null |
| 942.0 | 0.0 | Automated_Alice | null | null | null |
| 943.0 | 0.0 | Automated_Alice | null | null | null |
| 944.0 | 0.0 | Automated_Alice | null | null | null |
| 945.0 | 0.0 | Automated_Alice | null | null | null |
| 946.0 | 0.0 | Automated_Alice | null | null | null |
| 959.0 | 0.0 | Voiced_velar_nasal | null | null | null |
| 963.0 | 0.0 | Existence_of_God | null | null | null |
| 970.0 | 0.0 | Ambient_calculus | null | null | null |
| 972.0 | 0.0 | Necronomicon | null | Fictional history | null |
| 973.0 | 0.0 | A_priori_and_a_posteriori | null | null | null |
| 975.0 | 0.0 | Ambient_calculus | null | null | null |
| 982.0 | 0.0 | A_priori_and_a_posteriori | null | null | null |
| 1026.0 | 0.0 | Anarcho-capitalism | null | null | null |
| 1035.0 | 0.0 | AAL | null | null | null |
| 1059.0 | 0.0 | Statistics | null | Applications | null |
| 1061.0 | 0.0 | Analysis_of_variance | null | Random-effects models | null |
| 1062.0 | 0.0 | Analysis_of_variance | null | null | null |
| 1075.0 | 0.0 | Foreign_relations_of_Antigua_and_Barbuda | null | null | null |
| 1083.0 | 0.0 | Demographics_of_Azerbaijan | null | null | null |
| 1085.0 | 0.0 | Telecommunications_in_Azerbaijan | null | null | null |
| 1089.0 | 0.0 | Foreign_relations_of_Azerbaijan | null | null | null |
| 1105.0 | 0.0 | Foreign_relations_of_Argentina | null | null | null |
| 1108.0 | 0.0 | Foreign_relations_of_Argentina | null | null | null |
| 1109.0 | 0.0 | American_Samoa | null | Geography | null |
| 1114.0 | 0.0 | American_Samoa | null | null | null |
| 1116.0 | 0.0 | American_Samoa | null | null | null |
| 1123.0 | 0.0 | Foreign_relations_of_Australia | null | null | null |
| 1151.0 | 0.0 | AK-47 | null | null | null |
| 1153.0 | 0.0 | Amhrán_na_bhFiann | null | null | null |
| 1186.0 | 0.0 | Aphex_Twin | null | null | null |
| 1189.0 | 0.0 | Creed | null | null | null |
| 1190.0 | 0.0 | Alternate_history | null | null | null |
| 1195.0 | 0.0 | Allotropy | null | null | null |
| 1199.0 | 0.0 | Angles | null | null | null |
| 1205.0 | 0.0 | Atomic_orbital | null | null | null |
| 1220.0 | 0.0 | Anguilla | null | null | null |
| 1221.0 | 0.0 | Anguilla | null | null | null |
| 1228.0 | 0.0 | Ashmore_and_Cartier_Islands | null | Geography | null |
| 1229.0 | 0.0 | Ashmore_and_Cartier_Islands | null | null | null |
| 1230.0 | 0.0 | Ashmore_and_Cartier_Islands | null | Government | null |
| 1231.0 | 0.0 | Ashmore_and_Cartier_Islands | null | null | null |
| 1232.0 | 0.0 | Ashmore_and_Cartier_Islands | null | Economy and migration | null |
| 1233.0 | 0.0 | Ashmore_and_Cartier_Islands | null | null | null |
| 1238.0 | 0.0 | Nuclear_weapon | null | null | null |
| 1245.0 | 0.0 | Alpha_particle | null | null | null |
| 1246.0 | 0.0 | Alfonso_Arau | null | null | null |
| 1255.0 | 0.0 | Astronomical_unit | null | null | null |
| 1262.0 | 0.0 | Cant_(language) | null | Argot | null |
| 1268.0 | 0.0 | Artificial_intelligence | null | null | null |
| 1276.0 | 0.0 | Antarctica | null | Economic activity and tourism | null |
| 1277.0 | 0.0 | Antarctic_Treaty_System | null | null | null |
| 1280.0 | 0.0 | Military_activity_in_the_Antarctic | null | null | null |
| 1290.0 | 0.0 | Antarctic_Treaty_System | null | null | null |
| 1292.0 | 0.0 | Algernon_Charles_Swinburne | null | null | null |
| 1295.0 | 0.0 | American_League_Championship_Series | null | null | null |
| 1297.0 | 0.0 | Hebrew_Bible | null | null | null |
| 1299.0 | 0.0 | Abbadid_dynasty | null | null | null |
| 1302.0 | 0.0 | Abdomen | null | null | null |
| 1311.0 | 0.0 | Ada_Lovelace | null | Ada Byron's notes on the analytical engine | null |
| 1312.0 | 0.0 | Augustine_of_Hippo | null | null | null |
| 1321.0 | 0.0 | Sagrada_Família | null | null | null |
| 1328.0 | 0.0 | Anno_Domini | null | null | null |
| 1339.0 | 0.0 | Americans_with_Disabilities_Act_of_1990 | null | null | null |
| 1340.0 | 0.0 | Americans_with_Disabilities_Act_of_1990 | null | null | null |
| 1341.0 | 0.0 | Americans_with_Disabilities_Act_of_1990 | null | null | null |
| 1342.0 | 0.0 | Anno_Domini | null | null | null |
| 1345.0 | 0.0 | Apache_HTTP_Server | null | null | null |
| 1355.0 | 0.0 | Anderitum | null | null | null |
| 1399.0 | 0.0 | Attention_deficit_hyperactivity_disorder | null | null | null |
| 1406.0 | 0.0 | Amine | null | null | null |
| 1407.0 | 0.0 | Antonie_van_Leeuwenhoek | null | null | null |
| 1410.0 | 0.0 | Antonie_van_Leeuwenhoek | null | null | null |
| 1415.0 | 0.0 | Pope_Adrian_I | null | null | null |
| 1426.0 | 0.0 | Pope_Adrian_II | null | null | null |
| 1429.0 | 0.0 | Pope_Adrian_IV | null | null | null |
| 1434.0 | 0.0 | Abgar_V | null | null | null |
| 1457.0 | 0.0 | Alzheimer's_disease | null | null | null |
| 1459.0 | 0.0 | Vitamin_C | null | null | null |
| 1476.0 | 0.0 | Prime_Minister_of_Australia | null | null | null |
| 1502.0 | 0.0 | List_of_minor_characters_in_the_Alice_series | null | The Eaglet, the Lory, the Duck, and the Dodo | null |
| 1511.0 | 0.0 | Albert_I_of_Germany | null | null | null |
| 1515.0 | 0.0 | Albert_III,_Duke_of_Saxony | null | null | null |
| 1516.0 | 0.0 | Albert_II,_Margrave_of_Meissen | null | null | null |
| 1517.0 | 0.0 | Albert_of_Aix | null | null | null |
| 1533.0 | 0.0 | Aachen | null | null | null |
| 1535.0 | 0.0 | Acorn | null | null | null |
| 1539.0 | 0.0 | Adirondack_Mountains | null | null | null |
| 1561.0 | 0.0 | Áedán_mac_Gabráin | null | null | null |
| 1572.0 | 0.0 | Al-Battani | null | null | null |
| 1609.0 | 0.0 | Pope_Alexander_VI | null | null | null |
| 1610.0 | 0.0 | Pope_Alexander_VII | null | null | null |
| 1611.0 | 0.0 | Pope_Alexander_VIII | null | null | null |
| 1626.0 | 0.0 | Aleksandr_Solzhenitsyn | null | null | null |
| 1636.0 | 0.0 | Antoine_de_Saint-Exupéry | null | null | null |
| 1641.0 | 0.0 | Alfred,_Duke_of_Saxe-Coburg_and_Gotha | null | null | null |
| 1651.0 | 0.0 | Alfred_of_Beverley | null | null | null |
| 1672.0 | 0.0 | Alfonso_VIII_of_Castile | null | null | null |
| 1673.0 | 0.0 | Alfonso_IX_of_León | null | null | null |
| 1678.0 | 0.0 | Alfonso_de_Cartagena | null | null | null |
| 1682.0 | 0.0 | Ahmose_I | null | null | null |
| 1699.0 | 0.0 | Alfonso_VI_of_León_and_Castile | null | null | null |
| 1703.0 | 0.0 | Alfonso_VII_of_León_and_Castile | null | null | null |
| 1704.0 | 0.0 | Alfonso_VIII_of_Castile | null | null | null |
| 1705.0 | 0.0 | Alfonso_IX_of_León | null | null | null |
| 1706.0 | 0.0 | Alfonso_X_of_Castile | null | null | null |
| 1707.0 | 0.0 | Alfonso_XI_of_Castile | null | null | null |
| 1708.0 | 0.0 | Alfonso_XII | null | null | null |
| 1709.0 | 0.0 | Alfonso_XIII | null | null | null |
| 1733.0 | 0.0 | Anacreon | null | null | null |
| 1744.0 | 0.0 | Pope_Anastasius_III | null | null | null |
| 1745.0 | 0.0 | Pope_Anastasius_IV | null | null | null |
| 1766.0 | 0.0 | Asteroid_belt | null | null | null |
| 1768.0 | 0.0 | Alice | null | null | null |
| 1769.0 | 0.0 | An_Enquiry_Concerning_Human_Understanding | null | null | null |
| 1771.0 | 0.0 | Apollo_program | null | null | null |
| 1772.0 | 0.0 | Arthritis | null | null | null |
| 1775.0 | 0.0 | Discrete_mathematics | null | null | null |
| 1809.0 | 0.0 | Thomas_Aquinas | null | null | null |
| 1811.0 | 0.0 | Hydrolysis | null | Hydrolysis of amide links | null |
| 1821.0 | 0.0 | Antoine_Lavoisier | null | null | null |
| 1824.0 | 0.0 | Footage | null | null | null |
| 1830.0 | 0.0 | Air_pollution | null | null | null |
| 1831.0 | 0.0 | Protocol_on_Environmental_Protection_to_the_Antarctic_Treaty | null | null | null |
| 1833.0 | 0.0 | Americentrism | null | null | null |
| 1838.0 | 0.0 | Amazon_River | null | null | null |
| 1852.0 | 0.0 | Ancient_Greece | null | null | null |
| 1855.0 | 0.0 | History_of_Africa | null | null | null |
| 1858.0 | 0.0 | Aromatic_compound | null | null | null |
| 1876.0 | 0.0 | Adémar_de_Chabannes | null | null | null |
| 1877.0 | 0.0 | Catharism | null | null | null |
| 1885.0 | 0.0 | Erotic_asphyxiation | null | null | null |
| 1889.0 | 0.0 | Assault_weapons_ban | null | null | null |
| 1903.0 | 0.0 | American_Airlines_Flight_77 | null | null | null |
| 1904.0 | 0.0 | American_Airlines_Flight_11 | null | null | null |
| 1906.0 | 0.0 | Aberration_(astronomy) | null | null | null |
| 1936.0 | 0.0 | Astronomical_unit | null | null | null |
| 1952.0 | 0.0 | Industry_Standard_Architecture | null | null | null |
| 1959.0 | 0.0 | Telephone_exchange | null | Early automatic exchanges | null |
| 1972.0 | 0.0 | Aviation | null | null | null |
| 1976.0 | 0.0 | Adomnán | null | null | null |
| 1978.0 | 0.0 | Assassin_(disambiguation) | null | null | null |
| 1982.0 | 0.0 | Alice | null | Acronyms | null |
| 1984.0 | 0.0 | Arab_world | null | null | null |
| 1993.0 | 0.0 | Alan_Ayckbourn | null | null | null |
| 2001.0 | 0.0 | Al-Qaeda | null | null | null |
| 2002.0 | 0.0 | Argumentum_ad_populum | null | null | null |
| 2005.0 | 0.0 | Addiction | null | null | null |
| 2008.0 | 0.0 | Al-Qaeda | null | null | null |
| 2043.0 | 0.0 | Anti-Americanism | null | null | null |
| 2050.0 | 0.0 | Archaeology | null | null | null |
| 2051.0 | 0.0 | Anarchism | null | null | null |
| 2058.0 | 0.0 | Atheism | null | null | null |
| 2071.0 | 0.0 | Afro_Celt_Sound_System | null | null | null |
| 2073.0 | 0.0 | Andrew_Jackson | null | null | null |
| 2074.0 | 0.0 | Andrew_Jackson | null | null | null |
| 2079.0 | 0.0 | Autumnal_equinox | null | null | null |
| 2090.0 | 0.0 | Albert_of_Hohenzollern | null | null | null |
| 2095.0 | 0.0 | Parapsychology | null | null | null |
| 2128.0 | 0.0 | Los_Angeles_Angels | null | null | null |
| 2132.0 | 0.0 | Ara_Pacis | null | null | null |
| 2145.0 | 0.0 | Catharism | null | null | null |
| 2146.0 | 0.0 | Aleksandr_Solzhenitsyn | null | null | null |
| 2149.0 | 0.0 | Armour | null | null | null |
| 2153.0 | 0.0 | Elitism | null | null | null |
| 2164.0 | 0.0 | Peremptory_plea | null | null | null |
| 2165.0 | 0.0 | Peremptory_plea | null | null | null |
| 2188.0 | 0.0 | Accident_(philosophy) | null | null | null |
| 2190.0 | 0.0 | Alternate_history | null | null | null |
| 2203.0 | 0.0 | Religion_in_Poland | null | null | null |
| 2206.0 | 0.0 | Ampere | null | null | null |
| 2211.0 | 0.0 | Folklore_of_the_United_States | null | null | null |
| 2213.0 | 0.0 | Modus_ponens | null | null | null |
| 2220.0 | 0.0 | Acts_of_the_Apostles | null | null | null |
| 2223.0 | 0.0 | Slaughterhouse | null | null | null |
| 2227.0 | 0.0 | Argumentum_a_fortiori | null | null | null |
| 2228.0 | 0.0 | Ad_hominem | null | null | null |
| 2249.0 | 0.0 | Amplification | null | null | null |
| 2258.0 | 0.0 | Anglicanism | null | null | null |
| 2260.0 | 0.0 | Analog_Science_Fiction_and_Fact | null | null | null |
| 2261.0 | 0.0 | Analog_Science_Fiction_and_Fact | null | null | null |
| 2262.0 | 0.0 | Analog_Science_Fiction_and_Fact | null | null | null |
| 2264.0 | 0.0 | Heptarchy | null | List of Anglo-Saxon kingdoms | null |
| 2269.0 | 0.0 | Asynchronous_Transfer_Mode | null | null | null |
| 2271.0 | 0.0 | Asymmetric_digital_subscriber_line | null | null | null |
| 2280.0 | 0.0 | Giant_panda | null | null | null |
| 2281.0 | 0.0 | Arctic_fox | null | null | null |
| 2285.0 | 0.0 | Tank_destroyer | null | null | null |
| 2290.0 | 0.0 | Indigenous_peoples | null | null | null |
| 2295.0 | 0.0 | Arhat | null | null | null |
| 2297.0 | 0.0 | Springbok | null | null | null |
| 2298.0 | 0.0 | Blue_crane | null | null | null |
| 2302.0 | 0.0 | Aramaic | null | null | null |
| 2306.0 | 0.0 | AT&T | null | null | null |
| 2320.0 | 0.0 | Audio_codec | null | null | null |
| 2324.0 | 0.0 | All_Saints'_Day | null | null | null |
| 2351.0 | 0.0 | HIV/AIDS | null | null | null |
| 2354.0 | 0.0 | Outline_of_archaeology | null | null | null |
| 2367.0 | 0.0 | HIV/AIDS | null | null | null |
| 2379.0 | 0.0 | Binary_relation | null | null | null |
| 2404.0 | 0.0 | Aon_(company) | null | null | null |
| 2419.0 | 0.0 | Alloy | null | null | null |
| 2432.0 | 0.0 | Albrecht_III_Achilles,_Elector_of_Brandenburg | null | null | null |
| 2446.0 | 0.0 | Appalachian_dulcimer | null | null | null |
| 2462.0 | 0.0 | Anti-globalization_movement | null | null | null |
| 2464.0 | 0.0 | Anti-globalization_movement | null | null | null |
| 2468.0 | 0.0 | Aaron's_rod | null | null | null |
| 2469.0 | 0.0 | AB | null | null | null |
| 2478.0 | 0.0 | Barada | null | null | null |
| 2479.0 | 0.0 | Manama | null | null | null |
| 2486.0 | 0.0 | Chrysoberyl | null | Alexandrite | null |
| 2488.0 | 1.0 | Chrysoberyl | null | null | null |
| 2489.0 | 0.0 | Abandon | null | null | null |
| 2492.0 | 0.0 | Anal_sex | null | null | null |
| 2495.0 | 0.0 | Aurochs | null | null | null |
| 2496.0 | 0.0 | Etiology | null | null | null |
| 2520.0 | 0.0 | Addition | null | Natural numbers | null |
| 2523.0 | 0.0 | Alien | null | null | null |
| 2525.0 | 0.0 | Al_Jazeera | null | null | null |
| 2527.0 | 0.0 | Ruhollah_Khomeini | null | null | null |
| 2533.0 | 0.0 | Alphorn | null | null | null |
| 2535.0 | 0.0 | AW | null | null | null |
| 2537.0 | 0.0 | Analog_Science_Fiction_and_Fact | null | null | null |
| 2549.0 | 0.0 | Analog_Science_Fiction_and_Fact | null | null | null |
| 2561.0 | 0.0 | List_of_federal_political_scandals_in_the_United_States | null | null | null |
| 2565.0 | 0.0 | Albert,_Duke_of_Prussia | null | null | null |
| 2567.0 | 0.0 | Academy_Awards | null | null | null |
| 2568.0 | 0.0 | Apsis | null | Perihelion and aphelion | null |
| 2569.0 | 0.0 | Apsis | null | null | null |
| 2571.0 | 0.0 | Rope_(film) | null | null | null |
| 2572.0 | 0.0 | Arianism | null | null | null |
| 2595.0 | 0.0 | Atlas_(computer) | null | null | null |
| 2599.0 | 0.0 | AA | null | null | null |
| 2600.0 | 0.0 | Aaron's_rod | null | null | null |
| 2601.0 | 0.0 | Abandon | null | null | null |
| 2603.0 | 0.0 | Abaris_the_Hyperborean | null | null | null |
| 2612.0 | 0.0 | Abbo_of_Fleury | null | null | null |
| 2615.0 | 0.0 | Charles_Farrar_Browne | null | null | null |
| 2631.0 | 0.0 | Ælfric | null | null | null |
| 2636.0 | 0.0 | Accounting | null | null | null |
| 2638.0 | 0.0 | ACID | null | null | null |
| 2643.0 | 0.0 | Ajax_the_Lesser | null | null | null |
| 2644.0 | 0.0 | Ajax_the_Great | null | null | null |
| 2647.0 | 0.0 | American_Indians | null | null | null |
| 2648.0 | 0.0 | Abandon | null | null | null |
| 2649.0 | 0.0 | Abandonment_(legal) | null | null | null |
| 2650.0 | 0.0 | Abandonment_(legal) | null | Abandonment of easement | null |
| 2651.0 | 0.0 | Abandonment_(legal) | null | null | null |
| 2652.0 | 0.0 | Nuisance_abatement | null | null | null |
| 2653.0 | 0.0 | Abatement | null | null | null |
| 2655.0 | 0.0 | Abatement | null | null | null |
| 2656.0 | 0.0 | Abatement | null | null | null |
| 2657.0 | 0.0 | Abatement | null | null | null |
| 2658.0 | 0.0 | Abatement_(heraldry) | null | null | null |
| 2659.0 | 0.0 | American_Revolutionary_War | null | null | null |
| 2664.0 | 0.0 | Affirmation_(law) | null | null | null |
| 2675.0 | 0.0 | Abd_al-Rahman | null | null | null |
| 2682.0 | 0.0 | Abdul_Qadir | null | null | null |
| 2683.0 | 0.0 | Abdelaziz_of_Morocco | null | null | null |
| 2688.0 | 0.0 | Pneumatic_motor | null | null | null |
| 2697.0 | 0.0 | Abraham_ibn_Ezra | null | null | null |
| 2711.0 | 0.0 | Aberdeenshire_(historic) | null | null | null |
| 2713.0 | 0.0 | Aberdyfi | null | null | null |
| 2725.0 | 0.0 | Aesthetics | null | null | null |
| 2746.0 | 0.0 | Same-sex_relationship | null | Forms of same-sex relationships throughout history | null |
| 2751.0 | 0.0 | The_Angry_Brigade | null | null | null |
| 2760.0 | 0.0 | Arab_(disambiguation) | null | null | null |
| 2765.0 | 0.0 | Anatomical_Therapeutic_Chemical_Classification_System | null | null | null |
| 2768.0 | 0.0 | Antiarrhythmic_agent | null | null | null |
| 2771.0 | 0.0 | Air_conditioning | null | null | null |
| 2774.0 | 0.0 | Alfred_Kinsey | null | null | null |
| 2775.0 | 0.0 | Auto_racing | null | null | null |
| 2776.0 | 0.0 | Antisemitism | null | null | null |
| 2789.0 | 0.0 | James_Tiptree_Jr. | null | null | null |
| 2793.0 | 0.0 | Application_software | null | null | null |
| 2804.0 | 0.0 | Application_firewall | null | null | null |
| 2808.0 | 0.0 | Nuclear_weapon | null | null | null |
| 2821.0 | 0.0 | Set_theory | null | Axiomatic set theory | null |
| 2828.0 | 0.0 | Abipón | null | null | null |
| 2831.0 | 0.0 | Abkhazia | null | null | null |
| 2842.0 | 0.0 | Bohr_model | null | null | null |
| 2855.0 | 0.0 | Latin_American_Integration_Association | null | null | null |
| 2863.0 | 0.0 | AT&T | null | null | null |
| 2872.0 | 0.0 | Arthur,_Prince_of_Wales | null | null | null |
| 2880.0 | 0.0 | Anti-ballistic_missile | null | null | null |
| 2884.0 | 5.0 | WikiProject_Computer_science/Manual_of_style | null | null | null |
| 2888.0 | 0.0 | Amorphous_solid | null | null | null |
| 2897.0 | 0.0 | Indigenous_peoples_of_Arizona | null | null | null |
| 2898.0 | 0.0 | Abdul_Rashid_Dostum | null | null | null |
| 2903.0 | 0.0 | The_Diary_of_a_Young_Girl | null | null | null |
| 2904.0 | 0.0 | Kabylia | null | null | null |
| 2912.0 | 0.0 | Archaeoastronomy | null | null | null |
| 2914.0 | 0.0 | French_hip_hop | null | null | null |
| 2915.0 | 0.0 | Gh_hip_hop | null | null | null |
| 2918.0 | 0.0 | Argument_from_ignorance | null | null | null |
| 2922.0 | 0.0 | AIM_(software) | null | null | null |
| 2929.0 | 0.0 | Armillary_sphere | null | null | null |
| 2937.0 | 0.0 | Algemeen_Nijmeegs_Studentenblad | null | null | null |
| 2951.0 | 0.0 | Louis_Althusser | null | null | null |
| 2969.0 | 0.0 | Aurora | null | null | null |
| 2970.0 | 0.0 | Aurora | null | null | null |
| 2971.0 | 0.0 | Abstraction_(computer_science) | null | Abstraction in object oriented programming | null |
| 2977.0 | 0.0 | American_Sign_Language | null | null | null |
| 2993.0 | 0.0 | Amputation | null | null | null |
| 2996.0 | 0.0 | HMS_Ark_Royal | null | null | null |
| 2998.0 | 0.0 | Acceleration | null | null | null |
| 3000.0 | 0.0 | AD_Police_Files | null | Manga | null |
| 3005.0 | 0.0 | Apadravya | null | null | null |
| 3006.0 | 0.0 | Ampallang | null | null | null |
| 3008.0 | 0.0 | Albinism | null | null | null |
| 3009.0 | 0.0 | Analcime | null | null | null |
| 3023.0 | 0.0 | Archimedes'_screw | null | null | null |
| 3024.0 | 0.0 | Multiplication | null | null | null |
| 3033.0 | 0.0 | Antenna_(radio) | null | null | null |
| 3039.0 | 0.0 | Shadrach,_Meshach,_and_Abednego | null | null | null |
| 3041.0 | 0.0 | Acanthocephala | null | null | null |
| 3042.0 | 0.0 | Alcobaça | null | null | null |
| 3051.0 | 0.0 | Clan_McDuck | null | Angus \"Pothole\" McDuck | null |
| 3057.0 | 0.0 | List_of_Donald_Duck_universe_characters | null | April, May, and June | null |
| 3059.0 | 0.0 | Athlon | null | null | null |
| 3062.0 | 0.0 | Duck_family_(Disney) | null | Whitewater Duck | null |
| 3063.0 | 0.0 | Asperger_syndrome | null | null | null |
| 3066.0 | 0.0 | Authoritarianism | null | null | null |
| 3086.0 | 0.0 | İskenderun | null | null | null |
| 3099.0 | 0.0 | AbiWord | null | null | null |
| 3106.0 | 0.0 | AirPort | null | null | null |
| 3114.0 | 0.0 | Amiga_500 | null | Amiga 500 Plus | null |
| 3126.0 | 0.0 | Ahriman | null | null | null |
| 3136.0 | 0.0 | Concept | null | null | null |
| 3139.0 | 0.0 | Apostle_(disambiguation) | null | Religion | null |
| 3154.0 | 0.0 | Fairchild_Republic_A-10_Thunderbolt_II | null | null | null |
| 3156.0 | 0.0 | Albrecht_Dürer | null | null | null |
| 3163.0 | 0.0 | Anthroposophy | null | null | null |
| 3164.0 | 0.0 | Evidence_of_common_descent | null | null | null |
| 3166.0 | 0.0 | A.C._Milan | null | null | null |
| 3180.0 | 0.0 | Anomaly | null | null | null |
| 3182.0 | 0.0 | Avenger | null | null | null |
| 3187.0 | 0.0 | Agglutination | null | null | null |
| 3190.0 | 0.0 | Ascending_chain_condition | null | null | null |
| 3197.0 | 0.0 | A._E._Housman | null | null | null |
| 3208.0 | 0.0 | Antidepressant | null | null | null |
| 3210.0 | 0.0 | Alexander_Rutskoy | null | null | null |
| 3215.0 | 0.0 | Multivibrator | null | Astable | null |
| 3219.0 | 0.0 | Actor | null | null | null |
| 3220.0 | 0.0 | Artificial_intelligence | null | null | null |
| 3223.0 | 0.0 | Ai | null | null | null |
| 3227.0 | 0.0 | Azores | null | null | null |
| 3230.0 | 0.0 | Relative_atomic_mass | null | null | null |
| 3232.0 | 0.0 | Anthropic_principle | null | null | null |
| 3247.0 | 0.0 | Roman_Catholic_Archdiocese_for_the_Military_Services,_USA | null | null | null |
| 3248.0 | 0.0 | Archaeopteryx | null | null | null |
| 3254.0 | 0.0 | Amuck! | null | null | null |
| 3260.0 | 0.0 | Line_Islands | null | null | null |
| 3264.0 | 0.0 | Aborigine | null | null | null |
| 3276.0 | 0.0 | Antiterrorism_and_Effective_Death_Penalty_Act_of_1996 | null | null | null |
| 3280.0 | 0.0 | Bomis | null | null | null |
| 3281.0 | 0.0 | Biblical_hermeneutics | null | null | null |
| 3282.0 | 0.0 | Baltic_Sea | null | null | null |
| 3283.0 | 0.0 | Ballroom_dance | null | null | null |
| 3284.0 | 0.0 | Biology | null | null | null |
| 3288.0 | 0.0 | Bill_Clinton | null | null | null |
| 3290.0 | 0.0 | Biblical_canon | null | null | null |
| 3298.0 | 0.0 | The_Buddha | null | null | null |
| 3299.0 | 0.0 | Bijection,_injection_and_surjection | null | null | null |
| 3300.0 | 0.0 | Buddhism | null | null | null |
| 3303.0 | 0.0 | Baltimore_Ravens | null | null | null |
| 3307.0 | 0.0 | Aaron | null | null | null |
| 3311.0 | 0.0 | List_of_business_schools_in_Asia | null | null | null |
| 3317.0 | 0.0 | The_Birth_of_a_Nation | null | null | null |
| 3318.0 | 0.0 | Boethius | null | null | null |
| 3320.0 | 0.0 | Mental_event | null | null | null |
| 3322.0 | 0.0 | Business_school | null | null | null |
| 3323.0 | 0.0 | Britney_Spears | null | null | null |
| 3326.0 | 0.0 | Baby_One_More_Time | null | null | null |
| 3327.0 | 0.0 | Binomial_distribution | null | null | null |
| 3329.0 | 0.0 | Binomial_distribution | null | null | null |
| 3330.0 | 0.0 | Biochemistry | null | null | null |
| 3342.0 | 0.0 | Germany | null | null | null |
| 3344.0 | 0.0 | Basic | null | null | null |
| 3346.0 | 0.0 | Robert_Byrd | null | null | null |
| 3349.0 | 0.0 | Business_school | null | null | null |
| 3366.0 | 0.0 | Commonwealth_of_Nations | null | null | null |
| 3369.0 | 0.0 | Board_game | null | null | null |
| 3373.0 | 0.0 | Outline_of_biology | null | null | null |
| 3407.0 | 0.0 | Baruch_Spinoza | null | null | null |
| 3409.0 | 0.0 | Ontology | null | Overview | null |
| 3413.0 | 0.0 | Batch_processing | null | null | null |
| 3418.0 | 0.0 | Basil | null | null | null |
| 3424.0 | 0.0 | BBC_Radio_1 | null | null | null |
| 3425.0 | 0.0 | BBC_Online | null | null | null |
| 3433.0 | 0.0 | Visual_impairment | null | null | null |
| 3445.0 | 0.0 | Alcohol_intoxication | null | null | null |
| 3448.0 | 0.0 | Steer_wrestling | null | null | null |
| 3480.0 | 0.0 | Royal_Bahamas_Defence_Force | null | null | null |
| 3481.0 | 0.0 | Foreign_relations_of_the_Bahamas | null | null | null |
| 3484.0 | 0.0 | Bahrain | null | null | null |
| 3492.0 | 0.0 | Baker_Island | null | null | null |
| 3493.0 | 0.0 | Baker_Island | null | null | null |
| 3494.0 | 0.0 | Baker_Island | null | null | null |
| 3496.0 | 0.0 | Baker_Island | null | Description | null |
| 3509.0 | 0.0 | Foreign_relations_of_Bangladesh | null | null | null |
| 3510.0 | 0.0 | Foreign_relations_of_Bangladesh | null | null | null |
| 3519.0 | 0.0 | Foreign_relations_of_Barbados | null | null | null |
| 3522.0 | 0.0 | Bassas_da_India | null | null | null |
| 3524.0 | 0.0 | Bassas_da_India | null | null | null |
| 3527.0 | 0.0 | Bassas_da_India | null | null | null |
| 3529.0 | 0.0 | Bassas_da_India | null | null | null |
| 3539.0 | 0.0 | Telecommunications_in_Belarus | null | null | null |
| 3548.0 | 0.0 | Foreign_relations_of_Belgium | null | null | null |
| 3549.0 | 0.0 | Belgium | null | null | null |
| 3550.0 | 0.0 | Foreign_relations_of_Belgium | null | null | null |
| 3551.0 | 0.0 | Belgium | null | null | null |
| 3578.0 | 0.0 | Bermuda | null | null | null |
| 3587.0 | 0.0 | Bhutan | null | null | null |
| 3600.0 | 0.0 | Cultural_depictions_of_blindness | null | null | null |
| 3619.0 | 0.0 | Botswana_Defence_Force | null | null | null |
| 3622.0 | 0.0 | Bouvet_Island | null | Geography and geology | null |
| 3623.0 | 0.0 | Bouvet_Island | null | null | null |
| 3624.0 | 0.0 | Bouvet_Island | null | null | null |
| 3625.0 | 0.0 | Bouvet_Island | null | null | null |
| 3626.0 | 0.0 | Bouvet_Island | null | null | null |
| 3627.0 | 0.0 | Bouvet_Island | null | null | null |
| 3628.0 | 0.0 | Bouvet_Island | null | null | null |
| 3640.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3641.0 | 0.0 | British_Indian_Ocean_Territory | null | Demographics | null |
| 3642.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3643.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3644.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3645.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3646.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3647.0 | 0.0 | British_Indian_Ocean_Territory | null | null | null |
| 3656.0 | 0.0 | British_Virgin_Islands | null | null | null |
| 3686.0 | 0.0 | Geography_of_Myanmar | null | null | null |
| 3689.0 | 0.0 | Economy_of_Myanmar | null | null | null |
| 3690.0 | 0.0 | Telecommunications_in_Myanmar | null | null | null |
| 3723.0 | 0.0 | BSE | null | null | null |
| 3726.0 | 0.0 | Breakdancing | null | null | null |
| 3732.0 | 0.0 | Bhangra | null | null | null |
| 3737.0 | 0.0 | Baptists | null | null | null |
| 3739.0 | 0.0 | BSD_licenses | null | null | null |
| 3762.0 | 0.0 | Länder | null | null | null |
| 3763.0 | 0.0 | Bavaria | null | null | null |
| 3767.0 | 0.0 | Bundeskanzler | null | null | null |
| 3770.0 | 0.0 | Cabinet_of_Germany | null | null | null |
| 3773.0 | 0.0 | Der_Blaue_Reiter | null | null | null |
| 3781.0 | 0.0 | Mumbai | null | null | null |
| 3790.0 | 0.0 | Bodybuilding | null | null | null |
| 3791.0 | 0.0 | Bryan_MacLean | null | null | null |
| 3796.0 | 0.0 | Biblical_canon | null | null | null |
| 3803.0 | 0.0 | Strike_zone | null | null | null |
| 3804.0 | 0.0 | Slugging_percentage | null | null | null |
| 3818.0 | 0.0 | Babel_fish | null | null | null |
| 3820.0 | 0.0 | Mental_event | null | null | null |
| 3824.0 | 0.0 | Babel_fish | null | null | null |
| 3830.0 | 0.0 | Bryce_Canyon_National_Park | null | null | null |
| 3831.0 | 0.0 | Encyclopædia_Britannica | null | null | null |
| 3847.0 | 0.0 | Taste | null | Basic tastes | null |
| 3855.0 | 0.0 | Origins_of_baseball | null | null | null |
| 3871.0 | 0.0 | Substance_theory | null | null | null |
| 3879.0 | 0.0 | Statistics | null | Business statistics | null |
| 3913.0 | 0.0 | Binary_operation | null | null | null |
| 3920.0 | 0.0 | The_Beatles | null | null | null |
| 3922.0 | 0.0 | Road_bicycle | null | null | null |
| 3934.0 | 0.0 | Baby_boom | null | null | null |
| 3935.0 | 0.0 | Buddhism | null | null | null |
| 3966.0 | 0.0 | Border_Gateway_Protocol | null | null | null |
| 3972.0 | 0.0 | Cycling | null | null | null |
| 3991.0 | 0.0 | BITS | null | null | null |
| 3994.0 | 0.0 | Benoit_Mandelbrot | null | null | null |
| 4003.0 | 0.0 | Pierre_Beaumarchais | null | null | null |
| 4014.0 | 0.0 | Bipolar_disorder | null | null | null |
| 4021.0 | 0.0 | Common_Era | null | null | null |
| 4022.0 | 0.0 | Common_Era | null | null | null |
| 4025.0 | 0.0 | BC | null | null | null |
| 4026.0 | 0.0 | Buckminster_Fuller | null | null | null |
| 4034.0 | 0.0 | Encyclopædia_Britannica_Eleventh_Edition | null | null | null |
| 4038.0 | 0.0 | Banach–Tarski_paradox | null | null | null |
| 4040.0 | 0.0 | BC | null | null | null |
| 4090.0 | 0.0 | Bitwise_operation | null | AND | null |
| 4105.0 | 0.0 | Outline_of_biochemistry | null | null | null |
| 4122.0 | 0.0 | B-roll | null | null | null |
| 4126.0 | 0.0 | Ballroom_dance | null | null | null |
| 4129.0 | 0.0 | CIM-10_Bomarc | null | null | null |
| 4151.0 | 0.0 | Brainfuck | null | null | null |
| 4167.0 | 0.0 | Utility_knife | null | null | null |
| 4174.0 | 0.0 | Six_Degrees_of_Kevin_Bacon | null | Bacon numbers | null |
| 4186.0 | 0.0 | Bacteriostatic_agent | null | null | null |
| 4201.0 | 0.0 | Francesco_Borromini | null | null | null |
| 4212.0 | 0.0 | Bolsheviks | null | null | null |
| 4215.0 | 0.0 | Brian_De_Palma | null | null | null |
| 4221.0 | 0.0 | North_American_B-25_Mitchell | null | null | null |
| 4222.0 | 0.0 | Berry_Berenson | null | null | null |
| 4226.0 | 0.0 | Brewster's_angle | null | null | null |
| 4229.0 | 1.0 | Bipolar_disorder | null | null | null |
| 4238.0 | 0.0 | The_Bronx | null | null | null |
| 4252.0 | 0.0 | Baháʼí_Faith | null | null | null |
| 4253.0 | 0.0 | Red_Army_Faction | null | null | null |
| 4265.0 | 0.0 | Titius–Bode_law | null | null | null |
| 4268.0 | 0.0 | The_Boston_Globe | null | null | null |
| 4272.0 | 0.0 | Elbląg | null | null | null |
| 4273.0 | 0.0 | Elbląg | null | null | null |
| 4275.0 | 0.0 | Gdańsk | null | null | null |
| 4276.0 | 0.0 | Oder | null | null | null |
| 4290.0 | 0.0 | Buddhism | null | null | null |
| 4291.0 | 0.0 | Buddhism | null | null | null |
| 4303.0 | 0.0 | University_of_Brighton | null | null | null |
| 4328.0 | 0.0 | Bohemia | null | null | null |
| 4336.0 | 0.0 | Bosnia_and_Herzegovina | null | null | null |
| 4412.0 | 0.0 | Binary_Synchronous_Communications | null | null | null |
| 4415.0 | 0.0 | ETA_(separatist_group) | null | null | null |
| 4426.0 | 0.0 | Brownian_motion | null | null | null |
| 4428.0 | 0.0 | Bacillus_thuringiensis | null | null | null |
| 4435.0 | 0.0 | Baltic_languages | null | null | null |
| 4439.0 | 0.0 | Baptists | null | null | null |
| 4464.0 | 0.0 | Book_of_Zechariah | null | null | null |
| 4466.0 | 0.0 | Black_Sox_Scandal | null | null | null |
| 4486.0 | 0.0 | Buckminsterfullerene | null | null | null |
| 4509.0 | 0.0 | GNU_Free_Documentation_License | null | null | null |
| 4521.0 | 0.0 | Bubble_sort | null | null | null |
| 4523.0 | 0.0 | Bipolar_disorder | null | Bipolar spectrum | null |
| 4530.0 | 0.0 | Blue_screen | null | null | null |
| 4562.0 | 0.0 | Pub | null | null | null |
| 4564.0 | 0.0 | Bitter_(beer) | null | null | null |
| 4586.0 | 0.0 | Greek_fire | null | null | null |
| 4590.0 | 0.0 | Brachycephaly | null | null | null |
| 4593.0 | 0.0 | Battleship_(game) | null | null | null |
| 4597.0 | 0.0 | Beryl | null | null | null |
| 4598.0 | 1.0 | Bolesław_I_the_Brave | null | null | null |
| 4599.0 | 0.0 | Boleslaus_I | null | null | null |
| 4600.0 | 0.0 | Bolesław_III_Wrymouth | null | null | null |
| 4605.0 | 0.0 | Battle_of_the_Nile | null | null | null |
| 4612.0 | 0.0 | Bird | null | null | null |
| 4623.0 | 0.0 | Great_Britain_and_Ireland | null | null | null |
| 4632.0 | 0.0 | Monarchy_of_the_United_Kingdom | null | null | null |
| 4634.0 | 0.0 | Bombardier | null | null | null |
| 4655.0 | 0.0 | Alliance_90/The_Greens | null | null | null |
| 4656.0 | 0.0 | Shogun | null | Shogunate | null |
| 4657.0 | 0.0 | Arbitration | null | null | null |
| 4663.0 | 0.0 | Basil_of_Caesarea | null | null | null |
| 4666.0 | 0.0 | C*-algebra | null | null | null |
| 4678.0 | 0.0 | Computer_font | null | BITMAP | null |
| 4696.0 | 0.0 | Prime_Minister_of_the_United_Kingdom | null | null | null |
| 4697.0 | 0.0 | List_of_United_Kingdom_general_elections | null | null | null |
| 4703.0 | 0.0 | Bob_Dylan | null | null | null |
| 4716.0 | 0.0 | Bohemia | null | null | null |
| 4720.0 | 0.0 | Epistle_to_the_Hebrews | null | null | null |
| 4740.0 | 0.0 | International_Bureau_of_Weights_and_Measures | null | null | null |
| 4747.0 | 0.0 | Blu_Tack | null | null | null |
| 4750.0 | 0.0 | Bodhidharma | null | null | null |
| 4773.0 | 0.0 | Balfour_Declaration | null | null | null |
| 4784.0 | 0.0 | Normal_distribution | null | null | null |
| 4790.0 | 0.0 | German_Navy | null | null | null |
| 4798.0 | 0.0 | Bronze_Age | null | null | null |
| 4799.0 | 0.0 | Bicameral_mentality | null | null | null |
| 4808.0 | 0.0 | Arbitrary-precision_arithmetic | null | null | null |
| 4812.0 | 0.0 | Battle_of_Świecino | null | null | null |
| 4830.0 | 0.0 | Bohr_model | null | null | null |
| 4837.0 | 0.0 | Befehlshaber_der_U-Boote | null | null | null |
| 4844.0 | 0.0 | Symmetry_in_biology | null | Bilateral symmetry | null |
| 4846.0 | 0.0 | Symmetry_in_biology | null | Bilateral symmetry | null |
| 4853.0 | 0.0 | Wrocław | null | null | null |
| 4855.0 | 0.0 | Basso_continuo | null | null | null |
| 4889.0 | 0.0 | Semi-trailer_truck | null | null | null |
| 4891.0 | 0.0 | Ballet | null | null | null |
| 4901.0 | 0.0 | Daiquiri | null | null | null |
| 4903.0 | 0.0 | Boson | null | null | null |
| 4919.0 | 0.0 | Bipolar_II_disorder | null | null | null |
| 4920.0 | 0.0 | October_Revolution | null | null | null |
| 4923.0 | 0.0 | List_of_Bubblegum_Crisis_characters | null | Boomers | null |
| 4932.0 | 0.0 | Basal_body_temperature | null | null | null |
| 4938.0 | 0.0 | Branch_predictor | null | null | null |
| 4939.0 | 0.0 | Gambling | null | null | null |
| 4954.0 | 0.0 | Battle_of_Świecino | null | null | null |
| 4962.0 | 0.0 | Batting_average_(baseball) | null | null | null |
| 4977.0 | 0.0 | Battle_of_Adrianople | null | null | null |
| 4984.0 | 0.0 | Battle_of_Adrianople | null | null | null |
| 4985.0 | 0.0 | Battle_of_the_Ardennes | null | null | null |
| 4998.0 | 0.0 | Operation_Aphrodite | null | null | null |
| 5010.0 | 0.0 | Mexican_tetra | null | null | null |
| 5012.0 | 0.0 | The_Adventures_of_Brisco_County,_Jr. | null | null | null |
| 5017.0 | 0.0 | The_Book_of_Counted_Sorrows | null | null | null |
| 5018.0 | 0.0 | Anal_sex | null | null | null |
| 5022.0 | 0.0 | B._F._Skinner | null | null | null |
| 5044.0 | 0.0 | Beast_of_Bodmin_Moor | null | null | null |
| 5054.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5055.0 | 0.0 | Computing | null | null | null |
| 5056.0 | 0.0 | Software | null | null | null |
| 5057.0 | 0.0 | Common_sense | null | null | null |
| 5058.0 | 0.0 | Celtic_music | null | null | null |
| 5060.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5061.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5062.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5063.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5064.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5065.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5066.0 | 0.0 | COBOL | null | null | null |
| 5067.0 | 0.0 | Christianity | null | null | null |
| 5068.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5069.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5070.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5071.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5072.0 | 0.0 | Country | null | null | null |
| 5073.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5074.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5075.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5076.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5077.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5078.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5079.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5080.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5081.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5082.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5085.0 | 0.0 | Berlin | null | null | null |
| 5088.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5089.0 | 0.0 | Cantor_set | null | null | null |
| 5093.0 | 0.0 | Cold_War | null | null | null |
| 5097.0 | 0.0 | Cryptography | null | null | null |
| 5098.0 | 0.0 | Cryptography | null | null | null |
| 5099.0 | 0.0 | Cryptanalysis | null | null | null |
| 5100.0 | 0.0 | Code | null | null | null |
| 5101.0 | 0.0 | Encryption | null | null | null |
| 5103.0 | 0.0 | Charleston | null | null | null |
| 5104.0 | 0.0 | Consequentialism | null | null | null |
| 5105.0 | 0.0 | On_the_Consolation_of_Philosophy | null | null | null |
| 5107.0 | 0.0 | Regress_argument | null | null | null |
| 5110.0 | 0.0 | Consciousness | null | null | null |
| 5112.0 | 0.0 | Charlie_Chaplin | null | null | null |
| 5115.0 | 0.0 | Khmer_language | null | null | null |
| 5120.0 | 0.0 | Chordate | null | null | null |
| 5121.0 | 0.0 | Combinatorics | null | null | null |
| 5122.0 | 0.0 | Constellation | null | null | null |
| 5123.0 | 0.0 | Cognitive_therapy | null | null | null |
| 5125.0 | 0.0 | Category_theory | null | null | null |
| 5126.0 | 0.0 | Summary_statistics | null | null | null |
| 5128.0 | 0.0 | Comedy_film | null | null | null |
| 5129.0 | 0.0 | Cult_film | null | null | null |
| 5130.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5133.0 | 0.0 | Charlize_Theron | null | null | null |
| 5137.0 | 0.0 | Cluster_sampling | null | null | null |
| 5138.0 | 0.0 | Cumulative_distribution_function | null | null | null |
| 5140.0 | 0.0 | Comedy_film | null | null | null |
| 5141.0 | 0.0 | Cult_film | null | null | null |
| 5143.0 | 0.0 | Cryptography | null | null | null |
| 5146.0 | 0.0 | Hash_function | null | null | null |
| 5149.0 | 0.0 | Computer_hardware | null | null | null |
| 5167.0 | 0.0 | Central_tendency | null | null | null |
| 5168.0 | 0.0 | Checkers | null | null | null |
| 5173.0 | 0.0 | Probability_distribution | null | Continuous probability distribution | null |
| 5181.0 | 0.0 | Continent | null | null | null |
| 5182.0 | 0.0 | Constitution | null | null | null |
| 5186.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5198.0 | 0.0 | Canadian_Armed_Forces | null | null | null |
| 5202.0 | 0.0 | List_of_cities_in_Canada | null | null | null |
| 5206.0 | 0.0 | Algorithmic_art | null | null | null |
| 5208.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5209.0 | 0.0 | The_World_Factbook | null | null | null |
| 5210.0 | 0.0 | C._S._Lewis | null | null | null |
| 5214.0 | 1.0 | C._S._Lewis | null | null | null |
| 5220.0 | 0.0 | Complex_number | null | null | null |
| 5227.0 | 0.0 | Chessboard | null | null | null |
| 5231.0 | 0.0 | Old_World_monkey | null | null | null |
| 5238.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5239.0 | 0.0 | Countable_set | null | null | null |
| 5242.0 | 0.0 | Ciliate | null | null | null |
| 5258.0 | 0.0 | Computer_data_storage | null | null | null |
| 5264.0 | 0.0 | Computer_monitor | null | null | null |
| 5276.0 | 1.0 | Computer_monitor | null | null | null |
| 5283.0 | 0.0 | Cryptomonad | null | null | null |
| 5287.0 | 0.0 | Classical_music | null | null | null |
| 5289.0 | 0.0 | Card_game | null | null | null |
| 5290.0 | 0.0 | Casino_game | null | null | null |
| 5291.0 | 0.0 | PC_game | null | null | null |
| 5292.0 | 0.0 | Collectible_card_game | null | null | null |
| 5297.0 | 0.0 | Character_(computing) | null | null | null |
| 5303.0 | 0.0 | Conic_section | null | null | null |
| 5310.0 | 0.0 | Computer_hardware | null | null | null |
| 5318.0 | 0.0 | Time-sharing | null | null | null |
| 5319.0 | 0.0 | Computer_multitasking | null | null | null |
| 5341.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5343.0 | 0.0 | Constitution_of_Canada | null | null | null |
| 5345.0 | 0.0 | Colloid | null | null | null |
| 5356.0 | 0.0 | Cancer_cluster | null | null | null |
| 5359.0 | 0.0 | Collectible_card_game | null | null | null |
| 5365.0 | 0.0 | Ichthys | null | null | null |
| 5369.0 | 0.0 | Birth_control | null | null | null |
| 5392.0 | 0.0 | Coriander | null | null | null |
| 5393.0 | 0.0 | Coriander | null | null | null |
| 5396.0 | 0.0 | Chris_Morris | null | null | null |
| 5400.0 | 0.0 | List_of_sovereign_states | null | null | null |
| 5410.0 | 0.0 | Poales | null | Cyperales | null |
| 5414.0 | 0.0 | Wargame | null | null | null |
| 5418.0 | 0.0 | Capitalism | null | null | null |
| 5419.0 | 0.0 | Computer | null | null | null |
| 5423.0 | 0.0 | Cross-examination | null | null | null |
| 5425.0 | 0.0 | Class_conflict | null | null | null |
| 5426.0 | 0.0 | Compression | null | null | null |
| 5435.0 | 0.0 | Royal_Cambodian_Armed_Forces | null | null | null |
| 5441.0 | 0.0 | C_(programming_language) | null | null | null |
| 5442.0 | 0.0 | Constructed_language | null | null | null |
| 5444.0 | 0.0 | Regress_argument | null | null | null |
| 5445.0 | 0.0 | Class_conflict | null | null | null |
| 5457.0 | 0.0 | Civilization_(video_game) | null | null | null |
| 5476.0 | 0.0 | Cayman_Islands | null | Law enforcement | null |
| 5501.0 | 0.0 | Christmas_Island | null | History | null |
| 5502.0 | 0.0 | Christmas_Island | null | Geography | null |
| 5503.0 | 0.0 | Christmas_Island | null | Demographics | null |
| 5504.0 | 0.0 | Christmas_Island | null | Government | null |
| 5505.0 | 0.0 | Christmas_Island | null | Economy | null |
| 5506.0 | 0.0 | Christmas_Island | null | null | null |
| 5507.0 | 0.0 | Christmas_Island | null | Transport | null |
| 5508.0 | 0.0 | Christmas_Island | null | null | null |
| 5511.0 | 0.0 | Clipperton_Island | null | History | null |
| 5512.0 | 0.0 | Clipperton_Island | null | Geography | null |
| 5513.0 | 0.0 | Clipperton_Island | null | null | null |
| 5514.0 | 0.0 | Clipperton_Island | null | null | null |
| 5515.0 | 0.0 | Clipperton_Island | null | null | null |
| 5516.0 | 0.0 | Clipperton_Island | null | null | null |
| 5517.0 | 0.0 | Clipperton_Island | null | null | null |
| 5518.0 | 0.0 | Clipperton_Island | null | null | null |
| 5521.0 | 0.0 | Cocos_(Keeling)_Islands | null | History | null |
| 5522.0 | 0.0 | Cocos_(Keeling)_Islands | null | Geography | null |
| 5524.0 | 0.0 | Cocos_(Keeling)_Islands | null | null | null |
| 5525.0 | 0.0 | Cocos_(Keeling)_Islands | null | Economy | null |
| 5526.0 | 0.0 | Cocos_(Keeling)_Islands | null | null | null |
| 5527.0 | 0.0 | Cocos_(Keeling)_Islands | null | Communications and transport | null |
| 5528.0 | 0.0 | Cocos_(Keeling)_Islands | null | null | null |
| 5542.0 | 0.0 | Coral_Sea_Islands | null | History and status | null |
| 5543.0 | 0.0 | Coral_Sea_Islands | null | Geography | null |
| 5544.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5545.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5546.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5547.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5548.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5549.0 | 0.0 | Coral_Sea_Islands | null | null | null |
| 5601.0 | 0.0 | Cypriot_National_Guard | null | null | null |
| 5604.0 | 0.0 | Czech_Republic | null | null | null |
| 5607.0 | 0.0 | Demographics_of_the_Czech_Republic | null | null | null |
| 5608.0 | 0.0 | Politics_of_the_Czech_Republic | null | null | null |
| 5612.0 | 0.0 | Army_of_the_Czech_Republic | null | null | null |
| 5613.0 | 0.0 | Foreign_relations_of_the_Czech_Republic | null | null | null |
| 5616.0 | 0.0 | Creutzfeldt–Jakob_disease | null | null | null |
| 5618.0 | 0.0 | A_Clockwork_Orange | null | null | null |
| 5620.0 | 0.0 | Stroke | null | null | null |
| 5628.0 | 0.0 | Compiler | null | null | null |
| 5631.0 | 0.0 | Gruyère_cheese | null | null | null |
| 5632.0 | 0.0 | Cheese_Shop_sketch | null | null | null |
| 5634.0 | 0.0 | List_of_decades,_centuries,_and_millennia | null | null | null |
| 5650.0 | 0.0 | Comet | null | null | null |
| 5652.0 | 0.0 | Computer_network | null | null | null |
| 5677.0 | 0.0 | Cerebrospinal_fluid | null | null | null |
| 5680.0 | 0.0 | Chief_executive_officer | null | null | null |
| 5683.0 | 0.0 | Trade_fair | null | null | null |
| 5687.0 | 0.0 | University_of_Cambridge | null | null | null |
| 5731.0 | 0.0 | Capitalism | null | null | null |
| 5737.0 | 0.0 | Cross-cutting | null | null | null |
| 5741.0 | 0.0 | Monetary_policy | null | null | null |
| 5746.0 | 0.0 | Hash_function | null | null | null |
| 5747.0 | 0.0 | Key_(cryptography) | null | null | null |
| 5753.0 | 0.0 | Sexual_intercourse | null | null | null |
| 5764.0 | 0.0 | Charlie_Chaplin | null | null | null |
| 5773.0 | 0.0 | Carroll_O'Connor | null | null | null |
| 5780.0 | 0.0 | Chaco_Culture_National_Historical_Park | null | null | null |
| 5788.0 | 0.0 | Cretaceous–Paleogene_extinction_event | null | null | null |
| 5792.0 | 0.0 | Probability_distribution | null | Absolutely continuous probability distribution | null |
| 5798.0 | 0.0 | Closeted | null | null | null |
| 5799.0 | 0.0 | Coming_out | null | null | null |
| 5801.0 | 0.0 | Ecumenical_council | null | null | null |
| 5802.0 | 0.0 | Council_of_Trent | null | null | null |
| 5803.0 | 0.0 | Second_Vatican_Council | null | null | null |
| 5842.0 | 0.0 | Foreign_relations_of_Colombia | null | null | null |
| 5852.0 | 0.0 | Foreign_relations_of_the_Czech_Republic | null | null | null |
| 5856.0 | 0.0 | Holy_Roman_Empire | null | null | null |
| 5870.0 | 0.0 | Comics | null | null | null |
| 5871.0 | 0.0 | Tachycardia | null | null | null |
| 5875.0 | 0.0 | Jargon | null | null | null |
| 5877.0 | 0.0 | CORAL | null | null | null |
| 5880.0 | 0.0 | Comment_(computer_programming) | null | null | null |
| 5900.0 | 0.0 | Megacorporation | null | null | null |
| 5908.0 | 0.0 | Counterpoint | null | null | null |
| 5911.0 | 0.0 | Continuum_hypothesis | null | null | null |
| 5913.0 | 0.0 | Catalysis | null | null | null |
| 5915.0 | 0.0 | Catalysis | null | null | null |
| 5924.0 | 0.0 | Christian_eschatology | null | null | null |
| 5925.0 | 0.0 | Color | null | null | null |
| 5953.0 | 0.0 | Claude_Monet | null | null | null |
| 5960.0 | 0.0 | Genetic_code | null | Codons | null |
| 5968.0 | 0.0 | Computer_music | null | Computer-generated music | null |
| 5975.0 | 0.0 | Call_of_Cthulhu_(role-playing_game) | null | null | null |
| 5978.0 | 0.0 | Kyoto_Protocol | null | null | null |
| 5983.0 | 0.0 | Computer_science | null | null | null |
| 5994.0 | 4.0 | Nupedia_and_Wikipedia | null | null | null |
| 6012.0 | 0.0 | Church–Turing_thesis | null | null | null |
| 6017.0 | 0.0 | Cruise_missile | null | null | null |
| 6018.0 | 0.0 | Call_of_Cthulhu | null | null | null |
| 6022.0 | 0.0 | Cell_biology | null | null | null |
| 6030.0 | 0.0 | Chronic_fatigue_syndrome | null | null | null |
| 6031.0 | 0.0 | Chronic_fatigue_syndrome | null | null | null |
| 6032.0 | 0.0 | Chronic_fatigue_syndrome | null | null | null |
| 6033.0 | 0.0 | Chronic_fatigue_syndrome | null | null | null |
| 6037.0 | 0.0 | Continuous_function | null | null | null |
| 6043.0 | 0.0 | Critical_point_(thermodynamics) | null | null | null |
| 6053.0 | 0.0 | CE | null | null | null |
| 6054.0 | 0.0 | CE | null | null | null |
| 6055.0 | 0.0 | CD-ROM | null | null | null |
| 6063.0 | 0.0 | Cartoonist | null | null | null |
| 6065.0 | 0.0 | Sine_and_cosine | null | null | null |
| 6067.0 | 0.0 | Common_Lisp | null | null | null |
| 6070.0 | 0.0 | Orange_(colour) | null | null | null |
| 6071.0 | 0.0 | Black | null | null | null |
| 6074.0 | 0.0 | Orange_(colour) | null | null | null |
| 6076.0 | 0.0 | Cyan | null | null | null |
| 6077.0 | 0.0 | Black | null | null | null |
| 6078.0 | 0.0 | White | null | null | null |
| 6086.0 | 0.0 | Cauchy_sequence | null | null | null |
| 6087.0 | 0.0 | Nicolaus_Copernicus | null | null | null |
| 6089.0 | 0.0 | Creationism | null | null | null |
| 6098.0 | 0.0 | Carolingian_Renaissance | null | null | null |
| 6142.0 | 0.0 | Cardinal_number | null | null | null |
| 6150.0 | 0.0 | Blanching_(cooking) | null | null | null |
| 6178.0 | 0.0 | Cardinal | null | null | null |
| 6179.0 | 0.0 | Buddhist_cuisine | null | null | null |
| 6190.0 | 0.0 | Five-spice_powder | null | null | null |
| 6196.0 | 0.0 | Self-replicating_machine | null | null | null |
| 6197.0 | 0.0 | Self-replicating_machine | null | null | null |
| 6202.0 | 0.0 | London_Convention_on_the_Prevention_of_Marine_Pollution_by_Dumping_of_Wastes_and_Other_Matter | null | null | null |
| 6204.0 | 0.0 | Ramsar_Convention | null | null | null |
| 6219.0 | 0.0 | Claudio_Monteverdi | null | null | null |
| 6223.0 | 0.0 | Comics | null | null | null |
| 6228.0 | 0.0 | List_of_ancient_Celtic_peoples_and_tribes | null | null | null |
| 6236.0 | 0.0 | Champagne_socialist | null | null | null |
| 6240.0 | 0.0 | Celtic_languages | null | null | null |
| 6242.0 | 0.0 | Glossary_of_climbing_terms | null | on-sight | null |
| 6243.0 | 0.0 | Cascade_Range | null | null | null |
| 6263.0 | 0.0 | Charles_Darwin | null | null | null |
| 6266.0 | 0.0 | Climate_change | null | null | null |
| 6269.0 | 0.0 | Wipe_(transition) | null | null | null |
| 6278.0 | 0.0 | Banach_space | null | null | null |
| 6287.0 | 0.0 | Lists_of_cities_by_country | null | null | null |
| 6302.0 | 0.0 | Classical_element | null | null | null |
| 6307.0 | 0.0 | Aether_(classical_element) | null | null | null |
| 6311.0 | 0.0 | College_football | null | null | null |
| 6345.0 | 0.0 | Central_dogma_of_molecular_biology | null | null | null |
| 6348.0 | 0.0 | Medal_of_Honor | null | null | null |
| 6368.0 | 0.0 | Chōshū | null | null | null |
| 6453.0 | 2.0 | ClaudineChionh | null | null | null |
| 6461.0 | 0.0 | Wuxing_(Chinese_philosophy) | null | null | null |
| 6464.0 | 0.0 | Mobile_phone | null | null | null |
| 6470.0 | 0.0 | Computational_linguistics | null | null | null |
| 6500.0 | 0.0 | Lists_of_universities_and_colleges | null | null | null |
| 6502.0 | 0.0 | Clean_Air_Act_(United_States) | null | null | null |
| 6510.0 | 0.0 | Color_space | null | null | null |
| 6515.0 | 0.0 | Lists_of_atheists | null | null | null |
| 6522.0 | 0.0 | Chief_executive_officer | null | null | null |
| 6524.0 | 0.0 | Clam_dip | null | null | null |
| 6531.0 | 0.0 | Chinese_cuisine | null | null | null |
| 6553.0 | 0.0 | Context-free_grammar | null | null | null |
| 6554.0 | 0.0 | Computer_graphics | null | null | null |
| 6564.0 | 0.0 | Conjunction_elimination | null | null | null |
| 6573.0 | 0.0 | Widewuto | null | null | null |
| 6581.0 | 0.0 | Musique_concrète | null | null | null |
| 6594.0 | 0.0 | Casimir_IV_Jagiellon | null | null | null |
| 6595.0 | 0.0 | Computer_vision | null | null | null |
| 6605.0 | 0.0 | Citric_acid_cycle | null | null | null |
| 6609.0 | 0.0 | Stork | null | null | null |
| 6622.0 | 0.0 | Coelenterata | null | null | null |
| 6625.0 | 0.0 | Catholic_Church | null | null | null |
| 6646.0 | 0.0 | List_of_ancient_Germanic_peoples | null | null | null |
| 6657.0 | 0.0 | Catholic_Church | null | null | null |
| 6668.0 | 0.0 | Mousse | null | null | null |
Next, let us check that we got all the data, and there are no corrupted records:
readFromCSV.createOrReplaceTempView("redirects")
SELECT * FROM redirects WHERE _corrupt_record IS NOT NULL
| rd_from | rd_namespace | rd_title | rd_interwiki | rd_fragment | _corrupt_record |
|---|---|---|---|---|---|
| null | null | null | null | null | 7),11' |
A single bad row seems fine, we can just drop that one with no harm done.
Let us now write this to the Delta Lake, having filtered out all the bad rows and irrelevant rows, and dropped the columns we don't need. In particular, we remove all redirects to non-main-Wikipedia articles and non-English Wiki articles. (There is exactly one redirect to an article on a different Wiki, and that's on a user talk page.)
SELECT rd_from, rd_title FROM redirects WHERE (rd_from IS NOT NULL) AND (rd_namespace = 0) AND (rd_title IS NOT NULL) AND (rd_interwiki IS NULL) AND (_corrupt_record IS NULL)
| rd_from | rd_title |
|---|---|
| 10.0 | Computer_accessibility |
| 13.0 | History_of_Afghanistan |
| 14.0 | Geography_of_Afghanistan |
| 15.0 | Demographics_of_Afghanistan |
| 18.0 | Communications_in_Afghanistan |
| 19.0 | Transport_in_Afghanistan |
| 20.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 21.0 | Foreign_relations_of_Afghanistan |
| 23.0 | Assistive_technology |
| 24.0 | Amoeba |
| 25.0 | Autism_spectrum |
| 27.0 | History_of_Albania |
| 29.0 | Demographics_of_Albania |
| 30.0 | As_We_May_Think |
| 35.0 | Politics_of_Albania |
| 36.0 | Economy_of_Albania |
| 40.0 | Afroasiatic_languages |
| 42.0 | Constructed_language |
| 46.0 | Abacus |
| 47.0 | Abalone |
| 48.0 | Abbadid_dynasty |
| 49.0 | Abbess |
| 50.0 | Abbeville |
| 51.0 | Abbey |
| 52.0 | Abbot |
| 53.0 | Abbreviation |
| 54.0 | Atlas_Shrugged |
| 56.0 | Constructed_language |
| 58.0 | List_of_Atlas_Shrugged_characters |
| 59.0 | Atlas_Shrugged |
| 60.0 | Atlas_Shrugged |
| 241.0 | African_Americans |
| 242.0 | Adolf_Hitler |
| 247.0 | Abecedarian |
| 248.0 | Cain_and_Abel |
| 249.0 | Abensberg |
| 251.0 | Aberdeen,_South_Dakota |
| 254.0 | Arthur_Koestler |
| 255.0 | Ayn_Rand |
| 256.0 | Alexander_the_Great |
| 258.0 | Anchorage,_Alaska |
| 259.0 | Logical_form |
| 260.0 | Existence_of_God |
| 263.0 | Anarchy |
| 264.0 | ASCII_art |
| 269.0 | Academy_Awards |
| 270.0 | Academy_Award_for_Best_Picture |
| 271.0 | Austrian_German |
| 272.0 | Elitism |
| 274.0 | Axiom_of_choice |
| 276.0 | American_football |
| 278.0 | United_States |
| 279.0 | Anna_Kournikova |
| 280.0 | Andorra |
| 287.0 | Austroasiatic_languages |
| 289.0 | Lists_of_actors |
| 291.0 | Anarcho-capitalism |
| 293.0 | Anarcho-capitalism |
| 296.0 | Lists_of_actors |
| 299.0 | An_American_in_Paris |
| 301.0 | Automorphism |
| 302.0 | Action_film |
| 304.0 | Africa |
| 306.0 | Statistics |
| 325.0 | Action_film |
| 338.0 | Auto_racing |
| 347.0 | Demographics_of_Algeria |
| 353.0 | Foreign_relations_of_Algeria |
| 369.0 | Atlas_Shrugged |
| 583.0 | Amoeba |
| 589.0 | Ashmore_and_Cartier_Islands |
| 596.0 | Artificial_language |
| 598.0 | Afroasiatic_languages |
| 609.0 | Foreign_relations_of_Andorra |
| 617.0 | Al_Gore |
| 618.0 | An_Enquiry_Concerning_Human_Understanding |
| 622.0 | Al_Gore |
| 626.0 | Auteur |
| 629.0 | Abstract_algebra |
| 635.0 | Analysis_of_variance |
| 644.0 | Arithmetic_logic_unit |
| 648.0 | Actor |
| 654.0 | Computer_accessibility |
| 668.0 | Logical_form |
| 669.0 | Allotropy |
| 686.0 | Amalthea_(mythology) |
| 687.0 | Analysis_of_variance |
| 693.0 | Broch |
| 696.0 | AA |
| 727.0 | History_of_astronomy |
| 731.0 | History_of_astronomy |
| 735.0 | Al_Gore |
| 743.0 | Antigua_and_Barbuda |
| 749.0 | Astronomer |
| 755.0 | History_of_Albania |
| 758.0 | Foreign_relations_of_Albania |
| 759.0 | Demographics_of_Albania |
| 763.0 | Foreign_relations_of_Albania |
| 767.0 | A._E._van_Vogt |
| 807.0 | Telecommunications_in_Albania |
| 813.0 | History_of_Afghanistan |
| 814.0 | Geography_of_Afghanistan |
| 815.0 | Government_of_the_Islamic_Emirate_of_Afghanistan |
| 816.0 | Demographics_of_Afghanistan |
| 817.0 | Economy_of_Afghanistan |
| 818.0 | Communications_in_Afghanistan |
| 820.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 821.0 | Foreign_relations_of_Afghanistan |
| 822.0 | Afghanistan |
| 832.0 | Foreign_relations_of_Austria |
| 839.0 | Anglicanism |
| 855.0 | Abiotic_component |
| 858.0 | Au |
| 860.0 | Åland |
| 873.0 | Civilization |
| 882.0 | Supermajority |
| 891.0 | Accounting |
| 907.0 | AWK |
| 908.0 | Nomic |
| 918.0 | Antisemitism |
| 919.0 | Antisemitism |
| 923.0 | A._A._Milne |
| 926.0 | Alumni |
| 935.0 | Automated_Alice |
| 936.0 | Automated_Alice |
| 937.0 | Automated_Alice |
| 938.0 | Automated_Alice |
| 939.0 | Automated_Alice |
| 940.0 | Automated_Alice |
| 941.0 | Automated_Alice |
| 942.0 | Automated_Alice |
| 943.0 | Automated_Alice |
| 944.0 | Automated_Alice |
| 945.0 | Automated_Alice |
| 946.0 | Automated_Alice |
| 959.0 | Voiced_velar_nasal |
| 963.0 | Existence_of_God |
| 970.0 | Ambient_calculus |
| 972.0 | Necronomicon |
| 973.0 | A_priori_and_a_posteriori |
| 975.0 | Ambient_calculus |
| 982.0 | A_priori_and_a_posteriori |
| 1026.0 | Anarcho-capitalism |
| 1035.0 | AAL |
| 1059.0 | Statistics |
| 1061.0 | Analysis_of_variance |
| 1062.0 | Analysis_of_variance |
| 1075.0 | Foreign_relations_of_Antigua_and_Barbuda |
| 1083.0 | Demographics_of_Azerbaijan |
| 1085.0 | Telecommunications_in_Azerbaijan |
| 1089.0 | Foreign_relations_of_Azerbaijan |
| 1105.0 | Foreign_relations_of_Argentina |
| 1108.0 | Foreign_relations_of_Argentina |
| 1109.0 | American_Samoa |
| 1114.0 | American_Samoa |
| 1116.0 | American_Samoa |
| 1123.0 | Foreign_relations_of_Australia |
| 1151.0 | AK-47 |
| 1153.0 | Amhrán_na_bhFiann |
| 1186.0 | Aphex_Twin |
| 1189.0 | Creed |
| 1190.0 | Alternate_history |
| 1195.0 | Allotropy |
| 1199.0 | Angles |
| 1205.0 | Atomic_orbital |
| 1220.0 | Anguilla |
| 1221.0 | Anguilla |
| 1228.0 | Ashmore_and_Cartier_Islands |
| 1229.0 | Ashmore_and_Cartier_Islands |
| 1230.0 | Ashmore_and_Cartier_Islands |
| 1231.0 | Ashmore_and_Cartier_Islands |
| 1232.0 | Ashmore_and_Cartier_Islands |
| 1233.0 | Ashmore_and_Cartier_Islands |
| 1238.0 | Nuclear_weapon |
| 1245.0 | Alpha_particle |
| 1246.0 | Alfonso_Arau |
| 1255.0 | Astronomical_unit |
| 1262.0 | Cant_(language) |
| 1268.0 | Artificial_intelligence |
| 1276.0 | Antarctica |
| 1277.0 | Antarctic_Treaty_System |
| 1280.0 | Military_activity_in_the_Antarctic |
| 1290.0 | Antarctic_Treaty_System |
| 1292.0 | Algernon_Charles_Swinburne |
| 1295.0 | American_League_Championship_Series |
| 1297.0 | Hebrew_Bible |
| 1299.0 | Abbadid_dynasty |
| 1302.0 | Abdomen |
| 1311.0 | Ada_Lovelace |
| 1312.0 | Augustine_of_Hippo |
| 1321.0 | Sagrada_Família |
| 1328.0 | Anno_Domini |
| 1339.0 | Americans_with_Disabilities_Act_of_1990 |
| 1340.0 | Americans_with_Disabilities_Act_of_1990 |
| 1341.0 | Americans_with_Disabilities_Act_of_1990 |
| 1342.0 | Anno_Domini |
| 1345.0 | Apache_HTTP_Server |
| 1355.0 | Anderitum |
| 1399.0 | Attention_deficit_hyperactivity_disorder |
| 1406.0 | Amine |
| 1407.0 | Antonie_van_Leeuwenhoek |
| 1410.0 | Antonie_van_Leeuwenhoek |
| 1415.0 | Pope_Adrian_I |
| 1426.0 | Pope_Adrian_II |
| 1429.0 | Pope_Adrian_IV |
| 1434.0 | Abgar_V |
| 1457.0 | Alzheimer's_disease |
| 1459.0 | Vitamin_C |
| 1476.0 | Prime_Minister_of_Australia |
| 1502.0 | List_of_minor_characters_in_the_Alice_series |
| 1511.0 | Albert_I_of_Germany |
| 1515.0 | Albert_III,_Duke_of_Saxony |
| 1516.0 | Albert_II,_Margrave_of_Meissen |
| 1517.0 | Albert_of_Aix |
| 1533.0 | Aachen |
| 1535.0 | Acorn |
| 1539.0 | Adirondack_Mountains |
| 1561.0 | Áedán_mac_Gabráin |
| 1572.0 | Al-Battani |
| 1609.0 | Pope_Alexander_VI |
| 1610.0 | Pope_Alexander_VII |
| 1611.0 | Pope_Alexander_VIII |
| 1626.0 | Aleksandr_Solzhenitsyn |
| 1636.0 | Antoine_de_Saint-Exupéry |
| 1641.0 | Alfred,_Duke_of_Saxe-Coburg_and_Gotha |
| 1651.0 | Alfred_of_Beverley |
| 1672.0 | Alfonso_VIII_of_Castile |
| 1673.0 | Alfonso_IX_of_León |
| 1678.0 | Alfonso_de_Cartagena |
| 1682.0 | Ahmose_I |
| 1699.0 | Alfonso_VI_of_León_and_Castile |
| 1703.0 | Alfonso_VII_of_León_and_Castile |
| 1704.0 | Alfonso_VIII_of_Castile |
| 1705.0 | Alfonso_IX_of_León |
| 1706.0 | Alfonso_X_of_Castile |
| 1707.0 | Alfonso_XI_of_Castile |
| 1708.0 | Alfonso_XII |
| 1709.0 | Alfonso_XIII |
| 1733.0 | Anacreon |
| 1744.0 | Pope_Anastasius_III |
| 1745.0 | Pope_Anastasius_IV |
| 1766.0 | Asteroid_belt |
| 1768.0 | Alice |
| 1769.0 | An_Enquiry_Concerning_Human_Understanding |
| 1771.0 | Apollo_program |
| 1772.0 | Arthritis |
| 1775.0 | Discrete_mathematics |
| 1809.0 | Thomas_Aquinas |
| 1811.0 | Hydrolysis |
| 1821.0 | Antoine_Lavoisier |
| 1824.0 | Footage |
| 1830.0 | Air_pollution |
| 1831.0 | Protocol_on_Environmental_Protection_to_the_Antarctic_Treaty |
| 1833.0 | Americentrism |
| 1838.0 | Amazon_River |
| 1852.0 | Ancient_Greece |
| 1855.0 | History_of_Africa |
| 1858.0 | Aromatic_compound |
| 1876.0 | Adémar_de_Chabannes |
| 1877.0 | Catharism |
| 1885.0 | Erotic_asphyxiation |
| 1889.0 | Assault_weapons_ban |
| 1903.0 | American_Airlines_Flight_77 |
| 1904.0 | American_Airlines_Flight_11 |
| 1906.0 | Aberration_(astronomy) |
| 1936.0 | Astronomical_unit |
| 1952.0 | Industry_Standard_Architecture |
| 1959.0 | Telephone_exchange |
| 1972.0 | Aviation |
| 1976.0 | Adomnán |
| 1978.0 | Assassin_(disambiguation) |
| 1982.0 | Alice |
| 1984.0 | Arab_world |
| 1993.0 | Alan_Ayckbourn |
| 2001.0 | Al-Qaeda |
| 2002.0 | Argumentum_ad_populum |
| 2005.0 | Addiction |
| 2008.0 | Al-Qaeda |
| 2043.0 | Anti-Americanism |
| 2050.0 | Archaeology |
| 2051.0 | Anarchism |
| 2058.0 | Atheism |
| 2071.0 | Afro_Celt_Sound_System |
| 2073.0 | Andrew_Jackson |
| 2074.0 | Andrew_Jackson |
| 2079.0 | Autumnal_equinox |
| 2090.0 | Albert_of_Hohenzollern |
| 2095.0 | Parapsychology |
| 2128.0 | Los_Angeles_Angels |
| 2132.0 | Ara_Pacis |
| 2145.0 | Catharism |
| 2146.0 | Aleksandr_Solzhenitsyn |
| 2149.0 | Armour |
| 2153.0 | Elitism |
| 2164.0 | Peremptory_plea |
| 2165.0 | Peremptory_plea |
| 2188.0 | Accident_(philosophy) |
| 2190.0 | Alternate_history |
| 2203.0 | Religion_in_Poland |
| 2206.0 | Ampere |
| 2211.0 | Folklore_of_the_United_States |
| 2213.0 | Modus_ponens |
| 2220.0 | Acts_of_the_Apostles |
| 2223.0 | Slaughterhouse |
| 2227.0 | Argumentum_a_fortiori |
| 2228.0 | Ad_hominem |
| 2249.0 | Amplification |
| 2258.0 | Anglicanism |
| 2260.0 | Analog_Science_Fiction_and_Fact |
| 2261.0 | Analog_Science_Fiction_and_Fact |
| 2262.0 | Analog_Science_Fiction_and_Fact |
| 2264.0 | Heptarchy |
| 2269.0 | Asynchronous_Transfer_Mode |
| 2271.0 | Asymmetric_digital_subscriber_line |
| 2280.0 | Giant_panda |
| 2281.0 | Arctic_fox |
| 2285.0 | Tank_destroyer |
| 2290.0 | Indigenous_peoples |
| 2295.0 | Arhat |
| 2297.0 | Springbok |
| 2298.0 | Blue_crane |
| 2302.0 | Aramaic |
| 2306.0 | AT&T |
| 2320.0 | Audio_codec |
| 2324.0 | All_Saints'_Day |
| 2351.0 | HIV/AIDS |
| 2354.0 | Outline_of_archaeology |
| 2367.0 | HIV/AIDS |
| 2379.0 | Binary_relation |
| 2404.0 | Aon_(company) |
| 2419.0 | Alloy |
| 2432.0 | Albrecht_III_Achilles,_Elector_of_Brandenburg |
| 2446.0 | Appalachian_dulcimer |
| 2462.0 | Anti-globalization_movement |
| 2464.0 | Anti-globalization_movement |
| 2468.0 | Aaron's_rod |
| 2469.0 | AB |
| 2478.0 | Barada |
| 2479.0 | Manama |
| 2486.0 | Chrysoberyl |
| 2489.0 | Abandon |
| 2492.0 | Anal_sex |
| 2495.0 | Aurochs |
| 2496.0 | Etiology |
| 2520.0 | Addition |
| 2523.0 | Alien |
| 2525.0 | Al_Jazeera |
| 2527.0 | Ruhollah_Khomeini |
| 2533.0 | Alphorn |
| 2535.0 | AW |
| 2537.0 | Analog_Science_Fiction_and_Fact |
| 2549.0 | Analog_Science_Fiction_and_Fact |
| 2561.0 | List_of_federal_political_scandals_in_the_United_States |
| 2565.0 | Albert,_Duke_of_Prussia |
| 2567.0 | Academy_Awards |
| 2568.0 | Apsis |
| 2569.0 | Apsis |
| 2571.0 | Rope_(film) |
| 2572.0 | Arianism |
| 2595.0 | Atlas_(computer) |
| 2599.0 | AA |
| 2600.0 | Aaron's_rod |
| 2601.0 | Abandon |
| 2603.0 | Abaris_the_Hyperborean |
| 2612.0 | Abbo_of_Fleury |
| 2615.0 | Charles_Farrar_Browne |
| 2631.0 | Ælfric |
| 2636.0 | Accounting |
| 2638.0 | ACID |
| 2643.0 | Ajax_the_Lesser |
| 2644.0 | Ajax_the_Great |
| 2647.0 | American_Indians |
| 2648.0 | Abandon |
| 2649.0 | Abandonment_(legal) |
| 2650.0 | Abandonment_(legal) |
| 2651.0 | Abandonment_(legal) |
| 2652.0 | Nuisance_abatement |
| 2653.0 | Abatement |
| 2655.0 | Abatement |
| 2656.0 | Abatement |
| 2657.0 | Abatement |
| 2658.0 | Abatement_(heraldry) |
| 2659.0 | American_Revolutionary_War |
| 2664.0 | Affirmation_(law) |
| 2675.0 | Abd_al-Rahman |
| 2682.0 | Abdul_Qadir |
| 2683.0 | Abdelaziz_of_Morocco |
| 2688.0 | Pneumatic_motor |
| 2697.0 | Abraham_ibn_Ezra |
| 2711.0 | Aberdeenshire_(historic) |
| 2713.0 | Aberdyfi |
| 2725.0 | Aesthetics |
| 2746.0 | Same-sex_relationship |
| 2751.0 | The_Angry_Brigade |
| 2760.0 | Arab_(disambiguation) |
| 2765.0 | Anatomical_Therapeutic_Chemical_Classification_System |
| 2768.0 | Antiarrhythmic_agent |
| 2771.0 | Air_conditioning |
| 2774.0 | Alfred_Kinsey |
| 2775.0 | Auto_racing |
| 2776.0 | Antisemitism |
| 2789.0 | James_Tiptree_Jr. |
| 2793.0 | Application_software |
| 2804.0 | Application_firewall |
| 2808.0 | Nuclear_weapon |
| 2821.0 | Set_theory |
| 2828.0 | Abipón |
| 2831.0 | Abkhazia |
| 2842.0 | Bohr_model |
| 2855.0 | Latin_American_Integration_Association |
| 2863.0 | AT&T |
| 2872.0 | Arthur,_Prince_of_Wales |
| 2880.0 | Anti-ballistic_missile |
| 2888.0 | Amorphous_solid |
| 2897.0 | Indigenous_peoples_of_Arizona |
| 2898.0 | Abdul_Rashid_Dostum |
| 2903.0 | The_Diary_of_a_Young_Girl |
| 2904.0 | Kabylia |
| 2912.0 | Archaeoastronomy |
| 2914.0 | French_hip_hop |
| 2915.0 | Gh_hip_hop |
| 2918.0 | Argument_from_ignorance |
| 2922.0 | AIM_(software) |
| 2929.0 | Armillary_sphere |
| 2937.0 | Algemeen_Nijmeegs_Studentenblad |
| 2951.0 | Louis_Althusser |
| 2969.0 | Aurora |
| 2970.0 | Aurora |
| 2971.0 | Abstraction_(computer_science) |
| 2977.0 | American_Sign_Language |
| 2993.0 | Amputation |
| 2996.0 | HMS_Ark_Royal |
| 2998.0 | Acceleration |
| 3000.0 | AD_Police_Files |
| 3005.0 | Apadravya |
| 3006.0 | Ampallang |
| 3008.0 | Albinism |
| 3009.0 | Analcime |
| 3023.0 | Archimedes'_screw |
| 3024.0 | Multiplication |
| 3033.0 | Antenna_(radio) |
| 3039.0 | Shadrach,_Meshach,_and_Abednego |
| 3041.0 | Acanthocephala |
| 3042.0 | Alcobaça |
| 3051.0 | Clan_McDuck |
| 3057.0 | List_of_Donald_Duck_universe_characters |
| 3059.0 | Athlon |
| 3062.0 | Duck_family_(Disney) |
| 3063.0 | Asperger_syndrome |
| 3066.0 | Authoritarianism |
| 3086.0 | İskenderun |
| 3099.0 | AbiWord |
| 3106.0 | AirPort |
| 3114.0 | Amiga_500 |
| 3126.0 | Ahriman |
| 3136.0 | Concept |
| 3139.0 | Apostle_(disambiguation) |
| 3154.0 | Fairchild_Republic_A-10_Thunderbolt_II |
| 3156.0 | Albrecht_Dürer |
| 3163.0 | Anthroposophy |
| 3164.0 | Evidence_of_common_descent |
| 3166.0 | A.C._Milan |
| 3180.0 | Anomaly |
| 3182.0 | Avenger |
| 3187.0 | Agglutination |
| 3190.0 | Ascending_chain_condition |
| 3197.0 | A._E._Housman |
| 3208.0 | Antidepressant |
| 3210.0 | Alexander_Rutskoy |
| 3215.0 | Multivibrator |
| 3219.0 | Actor |
| 3220.0 | Artificial_intelligence |
| 3223.0 | Ai |
| 3227.0 | Azores |
| 3230.0 | Relative_atomic_mass |
| 3232.0 | Anthropic_principle |
| 3247.0 | Roman_Catholic_Archdiocese_for_the_Military_Services,_USA |
| 3248.0 | Archaeopteryx |
| 3254.0 | Amuck! |
| 3260.0 | Line_Islands |
| 3264.0 | Aborigine |
| 3276.0 | Antiterrorism_and_Effective_Death_Penalty_Act_of_1996 |
| 3280.0 | Bomis |
| 3281.0 | Biblical_hermeneutics |
| 3282.0 | Baltic_Sea |
| 3283.0 | Ballroom_dance |
| 3284.0 | Biology |
| 3288.0 | Bill_Clinton |
| 3290.0 | Biblical_canon |
| 3298.0 | The_Buddha |
| 3299.0 | Bijection,_injection_and_surjection |
| 3300.0 | Buddhism |
| 3303.0 | Baltimore_Ravens |
| 3307.0 | Aaron |
| 3311.0 | List_of_business_schools_in_Asia |
| 3317.0 | The_Birth_of_a_Nation |
| 3318.0 | Boethius |
| 3320.0 | Mental_event |
| 3322.0 | Business_school |
| 3323.0 | Britney_Spears |
| 3326.0 | Baby_One_More_Time |
| 3327.0 | Binomial_distribution |
| 3329.0 | Binomial_distribution |
| 3330.0 | Biochemistry |
| 3342.0 | Germany |
| 3344.0 | Basic |
| 3346.0 | Robert_Byrd |
| 3349.0 | Business_school |
| 3366.0 | Commonwealth_of_Nations |
| 3369.0 | Board_game |
| 3373.0 | Outline_of_biology |
| 3407.0 | Baruch_Spinoza |
| 3409.0 | Ontology |
| 3413.0 | Batch_processing |
| 3418.0 | Basil |
| 3424.0 | BBC_Radio_1 |
| 3425.0 | BBC_Online |
| 3433.0 | Visual_impairment |
| 3445.0 | Alcohol_intoxication |
| 3448.0 | Steer_wrestling |
| 3480.0 | Royal_Bahamas_Defence_Force |
| 3481.0 | Foreign_relations_of_the_Bahamas |
| 3484.0 | Bahrain |
| 3492.0 | Baker_Island |
| 3493.0 | Baker_Island |
| 3494.0 | Baker_Island |
| 3496.0 | Baker_Island |
| 3509.0 | Foreign_relations_of_Bangladesh |
| 3510.0 | Foreign_relations_of_Bangladesh |
| 3519.0 | Foreign_relations_of_Barbados |
| 3522.0 | Bassas_da_India |
| 3524.0 | Bassas_da_India |
| 3527.0 | Bassas_da_India |
| 3529.0 | Bassas_da_India |
| 3539.0 | Telecommunications_in_Belarus |
| 3548.0 | Foreign_relations_of_Belgium |
| 3549.0 | Belgium |
| 3550.0 | Foreign_relations_of_Belgium |
| 3551.0 | Belgium |
| 3578.0 | Bermuda |
| 3587.0 | Bhutan |
| 3600.0 | Cultural_depictions_of_blindness |
| 3619.0 | Botswana_Defence_Force |
| 3622.0 | Bouvet_Island |
| 3623.0 | Bouvet_Island |
| 3624.0 | Bouvet_Island |
| 3625.0 | Bouvet_Island |
| 3626.0 | Bouvet_Island |
| 3627.0 | Bouvet_Island |
| 3628.0 | Bouvet_Island |
| 3640.0 | British_Indian_Ocean_Territory |
| 3641.0 | British_Indian_Ocean_Territory |
| 3642.0 | British_Indian_Ocean_Territory |
| 3643.0 | British_Indian_Ocean_Territory |
| 3644.0 | British_Indian_Ocean_Territory |
| 3645.0 | British_Indian_Ocean_Territory |
| 3646.0 | British_Indian_Ocean_Territory |
| 3647.0 | British_Indian_Ocean_Territory |
| 3656.0 | British_Virgin_Islands |
| 3686.0 | Geography_of_Myanmar |
| 3689.0 | Economy_of_Myanmar |
| 3690.0 | Telecommunications_in_Myanmar |
| 3723.0 | BSE |
| 3726.0 | Breakdancing |
| 3732.0 | Bhangra |
| 3737.0 | Baptists |
| 3739.0 | BSD_licenses |
| 3762.0 | Länder |
| 3763.0 | Bavaria |
| 3767.0 | Bundeskanzler |
| 3770.0 | Cabinet_of_Germany |
| 3773.0 | Der_Blaue_Reiter |
| 3781.0 | Mumbai |
| 3790.0 | Bodybuilding |
| 3791.0 | Bryan_MacLean |
| 3796.0 | Biblical_canon |
| 3803.0 | Strike_zone |
| 3804.0 | Slugging_percentage |
| 3818.0 | Babel_fish |
| 3820.0 | Mental_event |
| 3824.0 | Babel_fish |
| 3830.0 | Bryce_Canyon_National_Park |
| 3831.0 | Encyclopædia_Britannica |
| 3847.0 | Taste |
| 3855.0 | Origins_of_baseball |
| 3871.0 | Substance_theory |
| 3879.0 | Statistics |
| 3913.0 | Binary_operation |
| 3920.0 | The_Beatles |
| 3922.0 | Road_bicycle |
| 3934.0 | Baby_boom |
| 3935.0 | Buddhism |
| 3966.0 | Border_Gateway_Protocol |
| 3972.0 | Cycling |
| 3991.0 | BITS |
| 3994.0 | Benoit_Mandelbrot |
| 4003.0 | Pierre_Beaumarchais |
| 4014.0 | Bipolar_disorder |
| 4021.0 | Common_Era |
| 4022.0 | Common_Era |
| 4025.0 | BC |
| 4026.0 | Buckminster_Fuller |
| 4034.0 | Encyclopædia_Britannica_Eleventh_Edition |
| 4038.0 | Banach–Tarski_paradox |
| 4040.0 | BC |
| 4090.0 | Bitwise_operation |
| 4105.0 | Outline_of_biochemistry |
| 4122.0 | B-roll |
| 4126.0 | Ballroom_dance |
| 4129.0 | CIM-10_Bomarc |
| 4151.0 | Brainfuck |
| 4167.0 | Utility_knife |
| 4174.0 | Six_Degrees_of_Kevin_Bacon |
| 4186.0 | Bacteriostatic_agent |
| 4201.0 | Francesco_Borromini |
| 4212.0 | Bolsheviks |
| 4215.0 | Brian_De_Palma |
| 4221.0 | North_American_B-25_Mitchell |
| 4222.0 | Berry_Berenson |
| 4226.0 | Brewster's_angle |
| 4238.0 | The_Bronx |
| 4252.0 | Baháʼí_Faith |
| 4253.0 | Red_Army_Faction |
| 4265.0 | Titius–Bode_law |
| 4268.0 | The_Boston_Globe |
| 4272.0 | Elbląg |
| 4273.0 | Elbląg |
| 4275.0 | Gdańsk |
| 4276.0 | Oder |
| 4290.0 | Buddhism |
| 4291.0 | Buddhism |
| 4303.0 | University_of_Brighton |
| 4328.0 | Bohemia |
| 4336.0 | Bosnia_and_Herzegovina |
| 4412.0 | Binary_Synchronous_Communications |
| 4415.0 | ETA_(separatist_group) |
| 4426.0 | Brownian_motion |
| 4428.0 | Bacillus_thuringiensis |
| 4435.0 | Baltic_languages |
| 4439.0 | Baptists |
| 4464.0 | Book_of_Zechariah |
| 4466.0 | Black_Sox_Scandal |
| 4486.0 | Buckminsterfullerene |
| 4509.0 | GNU_Free_Documentation_License |
| 4521.0 | Bubble_sort |
| 4523.0 | Bipolar_disorder |
| 4530.0 | Blue_screen |
| 4562.0 | Pub |
| 4564.0 | Bitter_(beer) |
| 4586.0 | Greek_fire |
| 4590.0 | Brachycephaly |
| 4593.0 | Battleship_(game) |
| 4597.0 | Beryl |
| 4599.0 | Boleslaus_I |
| 4600.0 | Bolesław_III_Wrymouth |
| 4605.0 | Battle_of_the_Nile |
| 4612.0 | Bird |
| 4623.0 | Great_Britain_and_Ireland |
| 4632.0 | Monarchy_of_the_United_Kingdom |
| 4634.0 | Bombardier |
| 4655.0 | Alliance_90/The_Greens |
| 4656.0 | Shogun |
| 4657.0 | Arbitration |
| 4663.0 | Basil_of_Caesarea |
| 4666.0 | C*-algebra |
| 4678.0 | Computer_font |
| 4696.0 | Prime_Minister_of_the_United_Kingdom |
| 4697.0 | List_of_United_Kingdom_general_elections |
| 4703.0 | Bob_Dylan |
| 4716.0 | Bohemia |
| 4720.0 | Epistle_to_the_Hebrews |
| 4740.0 | International_Bureau_of_Weights_and_Measures |
| 4747.0 | Blu_Tack |
| 4750.0 | Bodhidharma |
| 4773.0 | Balfour_Declaration |
| 4784.0 | Normal_distribution |
| 4790.0 | German_Navy |
| 4798.0 | Bronze_Age |
| 4799.0 | Bicameral_mentality |
| 4808.0 | Arbitrary-precision_arithmetic |
| 4812.0 | Battle_of_Świecino |
| 4830.0 | Bohr_model |
| 4837.0 | Befehlshaber_der_U-Boote |
| 4844.0 | Symmetry_in_biology |
| 4846.0 | Symmetry_in_biology |
| 4853.0 | Wrocław |
| 4855.0 | Basso_continuo |
| 4889.0 | Semi-trailer_truck |
| 4891.0 | Ballet |
| 4901.0 | Daiquiri |
| 4903.0 | Boson |
| 4919.0 | Bipolar_II_disorder |
| 4920.0 | October_Revolution |
| 4923.0 | List_of_Bubblegum_Crisis_characters |
| 4932.0 | Basal_body_temperature |
| 4938.0 | Branch_predictor |
| 4939.0 | Gambling |
| 4954.0 | Battle_of_Świecino |
| 4962.0 | Batting_average_(baseball) |
| 4977.0 | Battle_of_Adrianople |
| 4984.0 | Battle_of_Adrianople |
| 4985.0 | Battle_of_the_Ardennes |
| 4998.0 | Operation_Aphrodite |
| 5010.0 | Mexican_tetra |
| 5012.0 | The_Adventures_of_Brisco_County,_Jr. |
| 5017.0 | The_Book_of_Counted_Sorrows |
| 5018.0 | Anal_sex |
| 5022.0 | B._F._Skinner |
| 5044.0 | Beast_of_Bodmin_Moor |
| 5054.0 | List_of_sovereign_states |
| 5055.0 | Computing |
| 5056.0 | Software |
| 5057.0 | Common_sense |
| 5058.0 | Celtic_music |
| 5060.0 | List_of_sovereign_states |
| 5061.0 | List_of_sovereign_states |
| 5062.0 | List_of_sovereign_states |
| 5063.0 | List_of_sovereign_states |
| 5064.0 | List_of_sovereign_states |
| 5065.0 | List_of_sovereign_states |
| 5066.0 | COBOL |
| 5067.0 | Christianity |
| 5068.0 | List_of_sovereign_states |
| 5069.0 | List_of_sovereign_states |
| 5070.0 | List_of_sovereign_states |
| 5071.0 | List_of_sovereign_states |
| 5072.0 | Country |
| 5073.0 | List_of_sovereign_states |
| 5074.0 | List_of_sovereign_states |
| 5075.0 | List_of_sovereign_states |
| 5076.0 | List_of_sovereign_states |
| 5077.0 | List_of_sovereign_states |
| 5078.0 | List_of_sovereign_states |
| 5079.0 | List_of_sovereign_states |
| 5080.0 | List_of_sovereign_states |
| 5081.0 | List_of_sovereign_states |
| 5082.0 | List_of_sovereign_states |
| 5085.0 | Berlin |
| 5088.0 | List_of_sovereign_states |
| 5089.0 | Cantor_set |
| 5093.0 | Cold_War |
| 5097.0 | Cryptography |
| 5098.0 | Cryptography |
| 5099.0 | Cryptanalysis |
| 5100.0 | Code |
| 5101.0 | Encryption |
| 5103.0 | Charleston |
| 5104.0 | Consequentialism |
| 5105.0 | On_the_Consolation_of_Philosophy |
| 5107.0 | Regress_argument |
| 5110.0 | Consciousness |
| 5112.0 | Charlie_Chaplin |
| 5115.0 | Khmer_language |
| 5120.0 | Chordate |
| 5121.0 | Combinatorics |
| 5122.0 | Constellation |
| 5123.0 | Cognitive_therapy |
| 5125.0 | Category_theory |
| 5126.0 | Summary_statistics |
| 5128.0 | Comedy_film |
| 5129.0 | Cult_film |
| 5130.0 | List_of_sovereign_states |
| 5133.0 | Charlize_Theron |
| 5137.0 | Cluster_sampling |
| 5138.0 | Cumulative_distribution_function |
| 5140.0 | Comedy_film |
| 5141.0 | Cult_film |
| 5143.0 | Cryptography |
| 5146.0 | Hash_function |
| 5149.0 | Computer_hardware |
| 5167.0 | Central_tendency |
| 5168.0 | Checkers |
| 5173.0 | Probability_distribution |
| 5181.0 | Continent |
| 5182.0 | Constitution |
| 5186.0 | List_of_sovereign_states |
| 5198.0 | Canadian_Armed_Forces |
| 5202.0 | List_of_cities_in_Canada |
| 5206.0 | Algorithmic_art |
| 5208.0 | List_of_sovereign_states |
| 5209.0 | The_World_Factbook |
| 5210.0 | C._S._Lewis |
| 5220.0 | Complex_number |
| 5227.0 | Chessboard |
| 5231.0 | Old_World_monkey |
| 5238.0 | List_of_sovereign_states |
| 5239.0 | Countable_set |
| 5242.0 | Ciliate |
| 5258.0 | Computer_data_storage |
| 5264.0 | Computer_monitor |
| 5283.0 | Cryptomonad |
| 5287.0 | Classical_music |
| 5289.0 | Card_game |
| 5290.0 | Casino_game |
| 5291.0 | PC_game |
| 5292.0 | Collectible_card_game |
| 5297.0 | Character_(computing) |
| 5303.0 | Conic_section |
| 5310.0 | Computer_hardware |
| 5318.0 | Time-sharing |
| 5319.0 | Computer_multitasking |
| 5341.0 | List_of_sovereign_states |
| 5343.0 | Constitution_of_Canada |
| 5345.0 | Colloid |
| 5356.0 | Cancer_cluster |
| 5359.0 | Collectible_card_game |
| 5365.0 | Ichthys |
| 5369.0 | Birth_control |
| 5392.0 | Coriander |
| 5393.0 | Coriander |
| 5396.0 | Chris_Morris |
| 5400.0 | List_of_sovereign_states |
| 5410.0 | Poales |
| 5414.0 | Wargame |
| 5418.0 | Capitalism |
| 5419.0 | Computer |
| 5423.0 | Cross-examination |
| 5425.0 | Class_conflict |
| 5426.0 | Compression |
| 5435.0 | Royal_Cambodian_Armed_Forces |
| 5441.0 | C_(programming_language) |
| 5442.0 | Constructed_language |
| 5444.0 | Regress_argument |
| 5445.0 | Class_conflict |
| 5457.0 | Civilization_(video_game) |
| 5476.0 | Cayman_Islands |
| 5501.0 | Christmas_Island |
| 5502.0 | Christmas_Island |
| 5503.0 | Christmas_Island |
| 5504.0 | Christmas_Island |
| 5505.0 | Christmas_Island |
| 5506.0 | Christmas_Island |
| 5507.0 | Christmas_Island |
| 5508.0 | Christmas_Island |
| 5511.0 | Clipperton_Island |
| 5512.0 | Clipperton_Island |
| 5513.0 | Clipperton_Island |
| 5514.0 | Clipperton_Island |
| 5515.0 | Clipperton_Island |
| 5516.0 | Clipperton_Island |
| 5517.0 | Clipperton_Island |
| 5518.0 | Clipperton_Island |
| 5521.0 | Cocos_(Keeling)_Islands |
| 5522.0 | Cocos_(Keeling)_Islands |
| 5524.0 | Cocos_(Keeling)_Islands |
| 5525.0 | Cocos_(Keeling)_Islands |
| 5526.0 | Cocos_(Keeling)_Islands |
| 5527.0 | Cocos_(Keeling)_Islands |
| 5528.0 | Cocos_(Keeling)_Islands |
| 5542.0 | Coral_Sea_Islands |
| 5543.0 | Coral_Sea_Islands |
| 5544.0 | Coral_Sea_Islands |
| 5545.0 | Coral_Sea_Islands |
| 5546.0 | Coral_Sea_Islands |
| 5547.0 | Coral_Sea_Islands |
| 5548.0 | Coral_Sea_Islands |
| 5549.0 | Coral_Sea_Islands |
| 5601.0 | Cypriot_National_Guard |
| 5604.0 | Czech_Republic |
| 5607.0 | Demographics_of_the_Czech_Republic |
| 5608.0 | Politics_of_the_Czech_Republic |
| 5612.0 | Army_of_the_Czech_Republic |
| 5613.0 | Foreign_relations_of_the_Czech_Republic |
| 5616.0 | Creutzfeldt–Jakob_disease |
| 5618.0 | A_Clockwork_Orange |
| 5620.0 | Stroke |
| 5628.0 | Compiler |
| 5631.0 | Gruyère_cheese |
| 5632.0 | Cheese_Shop_sketch |
| 5634.0 | List_of_decades,_centuries,_and_millennia |
| 5650.0 | Comet |
| 5652.0 | Computer_network |
| 5677.0 | Cerebrospinal_fluid |
| 5680.0 | Chief_executive_officer |
| 5683.0 | Trade_fair |
| 5687.0 | University_of_Cambridge |
| 5731.0 | Capitalism |
| 5737.0 | Cross-cutting |
| 5741.0 | Monetary_policy |
| 5746.0 | Hash_function |
| 5747.0 | Key_(cryptography) |
| 5753.0 | Sexual_intercourse |
| 5764.0 | Charlie_Chaplin |
| 5773.0 | Carroll_O'Connor |
| 5780.0 | Chaco_Culture_National_Historical_Park |
| 5788.0 | Cretaceous–Paleogene_extinction_event |
| 5792.0 | Probability_distribution |
| 5798.0 | Closeted |
| 5799.0 | Coming_out |
| 5801.0 | Ecumenical_council |
| 5802.0 | Council_of_Trent |
| 5803.0 | Second_Vatican_Council |
| 5842.0 | Foreign_relations_of_Colombia |
| 5852.0 | Foreign_relations_of_the_Czech_Republic |
| 5856.0 | Holy_Roman_Empire |
| 5870.0 | Comics |
| 5871.0 | Tachycardia |
| 5875.0 | Jargon |
| 5877.0 | CORAL |
| 5880.0 | Comment_(computer_programming) |
| 5900.0 | Megacorporation |
| 5908.0 | Counterpoint |
| 5911.0 | Continuum_hypothesis |
| 5913.0 | Catalysis |
| 5915.0 | Catalysis |
| 5924.0 | Christian_eschatology |
| 5925.0 | Color |
| 5953.0 | Claude_Monet |
| 5960.0 | Genetic_code |
| 5968.0 | Computer_music |
| 5975.0 | Call_of_Cthulhu_(role-playing_game) |
| 5978.0 | Kyoto_Protocol |
| 5983.0 | Computer_science |
| 6012.0 | Church–Turing_thesis |
| 6017.0 | Cruise_missile |
| 6018.0 | Call_of_Cthulhu |
| 6022.0 | Cell_biology |
| 6030.0 | Chronic_fatigue_syndrome |
| 6031.0 | Chronic_fatigue_syndrome |
| 6032.0 | Chronic_fatigue_syndrome |
| 6033.0 | Chronic_fatigue_syndrome |
| 6037.0 | Continuous_function |
| 6043.0 | Critical_point_(thermodynamics) |
| 6053.0 | CE |
| 6054.0 | CE |
| 6055.0 | CD-ROM |
| 6063.0 | Cartoonist |
| 6065.0 | Sine_and_cosine |
| 6067.0 | Common_Lisp |
| 6070.0 | Orange_(colour) |
| 6071.0 | Black |
| 6074.0 | Orange_(colour) |
| 6076.0 | Cyan |
| 6077.0 | Black |
| 6078.0 | White |
| 6086.0 | Cauchy_sequence |
| 6087.0 | Nicolaus_Copernicus |
| 6089.0 | Creationism |
| 6098.0 | Carolingian_Renaissance |
| 6142.0 | Cardinal_number |
| 6150.0 | Blanching_(cooking) |
| 6178.0 | Cardinal |
| 6179.0 | Buddhist_cuisine |
| 6190.0 | Five-spice_powder |
| 6196.0 | Self-replicating_machine |
| 6197.0 | Self-replicating_machine |
| 6202.0 | London_Convention_on_the_Prevention_of_Marine_Pollution_by_Dumping_of_Wastes_and_Other_Matter |
| 6204.0 | Ramsar_Convention |
| 6219.0 | Claudio_Monteverdi |
| 6223.0 | Comics |
| 6228.0 | List_of_ancient_Celtic_peoples_and_tribes |
| 6236.0 | Champagne_socialist |
| 6240.0 | Celtic_languages |
| 6242.0 | Glossary_of_climbing_terms |
| 6243.0 | Cascade_Range |
| 6263.0 | Charles_Darwin |
| 6266.0 | Climate_change |
| 6269.0 | Wipe_(transition) |
| 6278.0 | Banach_space |
| 6287.0 | Lists_of_cities_by_country |
| 6302.0 | Classical_element |
| 6307.0 | Aether_(classical_element) |
| 6311.0 | College_football |
| 6345.0 | Central_dogma_of_molecular_biology |
| 6348.0 | Medal_of_Honor |
| 6368.0 | Chōshū |
| 6461.0 | Wuxing_(Chinese_philosophy) |
| 6464.0 | Mobile_phone |
| 6470.0 | Computational_linguistics |
| 6500.0 | Lists_of_universities_and_colleges |
| 6502.0 | Clean_Air_Act_(United_States) |
| 6510.0 | Color_space |
| 6515.0 | Lists_of_atheists |
| 6522.0 | Chief_executive_officer |
| 6524.0 | Clam_dip |
| 6531.0 | Chinese_cuisine |
| 6553.0 | Context-free_grammar |
| 6554.0 | Computer_graphics |
| 6564.0 | Conjunction_elimination |
| 6573.0 | Widewuto |
| 6581.0 | Musique_concrète |
| 6594.0 | Casimir_IV_Jagiellon |
| 6595.0 | Computer_vision |
| 6605.0 | Citric_acid_cycle |
| 6609.0 | Stork |
| 6622.0 | Coelenterata |
| 6625.0 | Catholic_Church |
| 6646.0 | List_of_ancient_Germanic_peoples |
| 6657.0 | Catholic_Church |
| 6668.0 | Mousse |
| 6676.0 | Consociationalism |
| 6685.0 | Coca-Cola |
| 6699.0 | Plato |
| 6709.0 | Tree_(data_structure) |
| 6712.0 | Compressor |
| 6714.0 | Comic_book |
| 6726.0 | Antisemitism_in_Christianity |
| 6737.0 | Dhole |
| 6738.0 | Red_wolf |
| 6740.0 | Coyote |
val rowsToSave = spark.sql("SELECT rd_from, rd_title FROM redirects WHERE (rd_from IS NOT NULL) AND (rd_namespace = 0) AND (rd_title IS NOT NULL) AND (rd_interwiki IS NULL) AND (_corrupt_record IS NULL)")
rowsToSave.write.saveAsTable("enwiki_redirect")
rowsToSave: org.apache.spark.sql.DataFrame = [rd_from: int, rd_title: string]
DESCRIBE DETAIL enwiki_redirect
Looks like our data is safely in Delta Lake now. Nice.
Loading of the Wikipedia data
The data from Wikipedia is available as .sql-file dumps here. So we need to do a little bit of work to get these SQL files into an actual database on the cloud.
For the redirects table, it was small enough to fit into memory on the driver, so we could do it in a fairly simple way. The page and pagelinks tables are too big for that, so we need to be a bit trickier.
As a first step, we download the .sql file:
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
FileUtils.copyURLToFile(new URL("https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-page.sql.gz"), new File("/tmp/enwiki-latest-page.sql.gz"))
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
Having done this, we first unzip the file, and then move the file from local storage to the DBFS:
gzip -d /tmp/enwiki-latest-page.sql.gz
mv file:/tmp/enwiki-latest-page.sql /enwiki-latest-page.sql
res1: Boolean = true
Having gotten the data onto the DBFS, we can now read it into Spark:
val rawSQLdump = spark.read.textFile("/enwiki-latest-page.sql")
rawSQLdump: org.apache.spark.sql.Dataset[String] = [value: string]
The first fifty lines are setting up the database, then we get a lot of very long INSERT INTO lines with many many entries being inserted.
println(rawSQLdump.take(50).mkString("\n"))
-- MySQL dump 10.19 Distrib 10.3.34-MariaDB, for debian-linux-gnu (x86_64)
--
-- Host: db1106 Database: enwiki
-- ------------------------------------------------------
-- Server version 10.4.25-MariaDB-log
/*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */;
/*!40101 SET @OLD_CHARACTER_SET_RESULTS=@@CHARACTER_SET_RESULTS */;
/*!40101 SET @OLD_COLLATION_CONNECTION=@@COLLATION_CONNECTION */;
/*!40101 SET NAMES utf8mb4 */;
/*!40103 SET @OLD_TIME_ZONE=@@TIME_ZONE */;
/*!40103 SET TIME_ZONE='+00:00' */;
/*!40014 SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0 */;
/*!40014 SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */;
/*!40101 SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */;
/*!40111 SET @OLD_SQL_NOTES=@@SQL_NOTES, SQL_NOTES=0 */;
--
-- Table structure for table `page`
--
DROP TABLE IF EXISTS `page`;
/*!40101 SET @saved_cs_client = @@character_set_client */;
/*!40101 SET character_set_client = utf8 */;
CREATE TABLE `page` (
`page_id` int(8) unsigned NOT NULL AUTO_INCREMENT,
`page_namespace` int(11) NOT NULL DEFAULT 0,
`page_title` varbinary(255) NOT NULL DEFAULT '',
`page_is_redirect` tinyint(1) unsigned NOT NULL DEFAULT 0,
`page_is_new` tinyint(1) unsigned NOT NULL DEFAULT 0,
`page_random` double unsigned NOT NULL DEFAULT 0,
`page_touched` binary(14) NOT NULL,
`page_links_updated` varbinary(14) DEFAULT NULL,
`page_latest` int(8) unsigned NOT NULL DEFAULT 0,
`page_len` int(8) unsigned NOT NULL DEFAULT 0,
`page_content_model` varbinary(32) DEFAULT NULL,
`page_lang` varbinary(35) DEFAULT NULL,
PRIMARY KEY (`page_id`),
UNIQUE KEY `page_name_title` (`page_namespace`,`page_title`),
KEY `page_random` (`page_random`),
KEY `page_len` (`page_len`),
KEY `page_redirect_namespace_len` (`page_is_redirect`,`page_namespace`,`page_len`)
) ENGINE=InnoDB AUTO_INCREMENT=72155458 DEFAULT CHARSET=binary ROW_FORMAT=COMPRESSED;
/*!40101 SET character_set_client = @saved_cs_client */;
--
-- Dumping data for table `page`
--
/*!40000 ALTER TABLE `page` DISABLE KEYS */;
The remaining rows look something like this, except much much longer:
println(rawSQLdump.take(51)(50).substring(0,252) + ",...,"+rawSQLdump.take(51)(50).substring(rawSQLdump.take(51)(50).length()-112, rawSQLdump.take(51)(50).length()))
INSERT INTO `page` VALUES (10,0,'AccessibleComputing',1,0,0.33167112649574004,'20221023042651','20221023043017',1002250816,111,'wikitext',NULL),(12,0,'Anarchism',0,0,0.786172332974311,'20221031175348','20221031175436',1119287356,108971,'wikitext',NULL),...,(12488,0,'Gospel_of_mark',1,0,0.831610906712348,'20221026225428','20221023045452',783863262,93,'wikitext',NULL);
Next up, let us strip out the INSERT INTO bit and the initial and final parentheses, then split at each ),(, so that we get each entry as its own string.
val pageDataRows = rawSQLdump.filter(x => x.startsWith("INSERT INTO"))
.flatMap(x => x.substring(27, x.length()-2).split("""\),\("""))
pageDataRows: org.apache.spark.sql.Dataset[String] = [value: string]
So now our data looks like this:
println(pageDataRows.take(20).mkString("\n"))
10,0,'AccessibleComputing',1,0,0.33167112649574004,'20221023042651','20221023043017',1002250816,111,'wikitext',NULL
12,0,'Anarchism',0,0,0.786172332974311,'20221031175348','20221031175436',1119287356,108971,'wikitext',NULL
13,0,'AfghanistanHistory',1,0,0.0621502865684687,'20221031175320','20221023043017',783865149,90,'wikitext',NULL
14,0,'AfghanistanGeography',1,0,0.952234464653055,'20221023042651','20221023043017',783865160,92,'wikitext',NULL
15,0,'AfghanistanPeople',1,0,0.574721494293512,'20221030081456','20221023043017',783865293,95,'wikitext',NULL
18,0,'AfghanistanCommunications',1,0,0.7510681513241201,'20221023042651','20221023043017',783865299,97,'wikitext',NULL
19,0,'AfghanistanTransportations',1,0,0.674272520164282,'20221023042651','20221023043017',783821589,113,'wikitext',NULL
20,0,'AfghanistanMilitary',1,0,0.118158177582694,'20221023042651','20221023043017',1093067805,154,'wikitext',NULL
21,0,'AfghanistanTransnationalIssues',1,0,0.567973358154272,'20221031093955','20221023043017',783821743,101,'wikitext',NULL
23,0,'AssistiveTechnology',1,0,0.72304140005544,'20221023042651','20221023043017',783865310,88,'wikitext',NULL
24,0,'AmoeboidTaxa',1,0,0.159030164740076,'20221023042651','20221023043017',783865319,74,'wikitext',NULL
25,0,'Autism',1,0,0.626026654267708,'20221030132922','20221023043017',1094874534,150,'wikitext',NULL
27,0,'AlbaniaHistory',1,0,0.387134107190309,'20221023042651','20221023043017',783865328,86,'wikitext',NULL
29,0,'AlbaniaPeople',1,0,0.721308424809304,'20221031202408','20221023043017',783865341,91,'wikitext',NULL
30,0,'AsWeMayThink',1,0,0.6769157253922109,'20221023042651','20221023043017',783821752,84,'wikitext',NULL
35,0,'AlbaniaGovernment',1,0,0.326255799575016,'20221023042651','20221023043017',783822027,87,'wikitext',NULL
36,0,'AlbaniaEconomy',1,0,0.774375843605377,'20221024180150','20221023043017',783822029,86,'wikitext',NULL
39,0,'Albedo',0,0,0.14243175009492,'20221030013136','20221030013529',1118971142,61598,'wikitext',NULL
40,0,'AfroAsiaticLanguages',1,0,0.0328232311018028,'20221023042651','20221023043017',783822032,89,'wikitext',NULL
42,0,'ArtificalLanguages',1,0,0.736820935957898,'20221023042651','20221023043017',899426448,160,'wikitext',NULL
With quite a lot of rows - 56.8 million, to be particular.
pageDataRows.count()
res4: Long = 56841730
The above looks a whole lot like a CSV file, doesn't it? Let's write it to file as such. Note that we write it as text instead of as CSV because our data is in the format of a single string per row.
pageDataRows.toDF().write.mode("overwrite").text("/WikipediaData/enwiki-page.csv")
Now we want to read this back in, but with the right schema and column names and so on. So we start by creating the schema. In order to be sure that all the rows got parsed correctly, we add an extra column named _corrupt_record, which will get the raw CSV text whenever it couldn't be parsed right, and otherwise be set to NULL.
import org.apache.spark.sql.types._
// Start by creating a case class of a row entry:
case class WikiPage(page_id:Int,
page_namespace:Int,
page_title:String,
page_is_redirect:Int,
page_is_new:Int,
page_random:Double,
page_touched:String,
page_links_updated:String,
page_latest:Int,
page_len:Int,
page_content_model:String,
page_lang:String)
// then we generate a schema object from the case class: (code copypasted from here: https://sparkbyexamples.com/spark/convert-case-class-to-spark-schema/)
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
val pageSchema = ScalaReflection.schemaFor[WikiPage].dataType.asInstanceOf[StructType].add("_corrupt_record", StringType, true)
import org.apache.spark.sql.types._
defined class WikiPage
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
pageSchema: org.apache.spark.sql.types.StructType = StructType(StructField(page_id,IntegerType,false),StructField(page_namespace,IntegerType,false),StructField(page_title,StringType,true),StructField(page_is_redirect,IntegerType,false),StructField(page_is_new,IntegerType,false),StructField(page_random,DoubleType,false),StructField(page_touched,StringType,true),StructField(page_links_updated,StringType,true),StructField(page_latest,IntegerType,false),StructField(page_len,IntegerType,false),StructField(page_content_model,StringType,true),StructField(page_lang,StringType,true),StructField(_corrupt_record,StringType,true))
Then we read it back in with the schema we just created:
val readFromCSV = spark.read
.options(Map("quote" -> "'", "mode" -> "PERMISSIVE", "columnNameOfCorruptRecord" -> "_corrupt_record"))
.schema(pageSchema)
.csv("/WikipediaData/enwiki-page.csv")
readFromCSV: org.apache.spark.sql.DataFrame = [page_id: int, page_namespace: int ... 11 more fields]
Let's have a look at what we just created:
display(readFromCSV)
| page_id | page_namespace | page_title | page_is_redirect | page_is_new | page_random | page_touched | page_links_updated | page_latest | page_len | page_content_model | page_lang | _corrupt_record |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6.8860822e7 | 3.0 | Akshata_Tiwari | 0.0 | 0.0 | 0.433054031876 | 20220528183322 | 20221003060232 | 1.051999765e9 | 7037.0 | wikitext | NULL | null |
| 6.8860823e7 | 3.0 | 2401:3C00:18E:19AA:5973:5CC7:B49D:C258 | 0.0 | 1.0 | 0.400991271811 | 20220520213044 | 20221008154248 | 1.047557002e9 | 1083.0 | wikitext | NULL | null |
| 6.8860824e7 | 3.0 | 2401:4900:4A95:A727:1:1:5182:FA63 | 0.0 | 1.0 | 0.30129749129 | 20220520213114 | 20221008154248 | 1.047557066e9 | 1381.0 | wikitext | NULL | null |
| 6.8860825e7 | 3.0 | SUPROCKS | 0.0 | 0.0 | 0.725841331722 | 20220821081144 | 20221003060232 | 1.052000304e9 | 4924.0 | wikitext | NULL | null |
| 6.8860826e7 | 7.0 | WEASEL.JPG | 0.0 | 1.0 | 0.281630812613 | 20221021144754 | 20220829095138 | 1.047557093e9 | 50.0 | wikitext | NULL | null |
| 6.8860827e7 | 3.0 | 130.193.221.44 | 0.0 | 1.0 | 0.487532485502 | 20220803125143 | 20220803125142 | 1.047557095e9 | 741.0 | wikitext | NULL | null |
| 6.8860828e7 | 3.0 | Kspencer2 | 0.0 | 1.0 | 0.9383753637 | 20220803125143 | 20220803125142 | 1.047557107e9 | 4568.0 | wikitext | NULL | null |
| 6.8860829e7 | 10.0 | Schrader-Porsche-924-944-968 | 0.0 | 0.0 | 0.14985841197 | 20221023074722 | 20221101064157 | 1.048533127e9 | 529.0 | wikitext | NULL | null |
| 6.886083e7 | 0.0 | William_Alexander_(architect) | 0.0 | 0.0 | 4.3310289959e-2 | 20221026145423 | 20221021064111 | 1.050465598e9 | 4098.0 | wikitext | NULL | null |
| 6.8860831e7 | 3.0 | 2405:201:4012:5093:A846:8D6A:DECE:1C33 | 0.0 | 1.0 | 0.539577992208 | 20220520213438 | 20221008154248 | 1.047557191e9 | 936.0 | wikitext | NULL | null |
| 6.8860832e7 | 6.0 | David_Graves.jpg | 0.0 | 0.0 | 0.404485287144 | 20221101064048 | 20221101064040 | 1.049134032e9 | 497.0 | wikitext | NULL | null |
| 6.8860833e7 | 0.0 | 1911_South_Sydney_season | 0.0 | 0.0 | 0.827142123494 | 20221023074722 | 20221012090340 | 1.091550923e9 | 9240.0 | wikitext | NULL | null |
| 6.8860834e7 | 11.0 | Schrader-Porsche-924-944-968 | 0.0 | 1.0 | 0.594639863808 | 20221023135015 | 20221026140056 | 1.047557236e9 | 27.0 | wikitext | NULL | null |
| 6.8860835e7 | 7.0 | David_Graves.jpg | 0.0 | 1.0 | 0.121902250077 | 20221023135015 | 20221026140056 | 1.047557247e9 | 88.0 | wikitext | NULL | null |
| 6.8860836e7 | 3.0 | Yashkulkarnixoxo | 0.0 | 1.0 | 0.215607243257 | 20220913101409 | 20220804014401 | 1.047557262e9 | 1272.0 | wikitext | NULL | null |
| 6.8860837e7 | 0.0 | Longtail_weasel | 1.0 | 1.0 | 4.1464632495e-2 | 20221021170204 | 20221018092305 | 1.047557371e9 | 32.0 | wikitext | NULL | null |
| 6.8860838e7 | 3.0 | 171.49.166.241 | 0.0 | 1.0 | 0.923431613927 | 20220520202801 | 20221008154248 | 1.047557394e9 | 1270.0 | wikitext | NULL | null |
| 6.8860839e7 | 1.0 | Longtail_weasel | 0.0 | 1.0 | 0.699760250093 | 20221021144754 | 20220829095115 | 1.047557418e9 | 54.0 | wikitext | NULL | null |
| 6.8860841e7 | 0.0 | RTL_Up | 1.0 | 1.0 | 0.980251414377 | 20221031141310 | 20221031141306 | 1.047557513e9 | 66.0 | wikitext | NULL | null |
| 6.8860842e7 | 6.0 | Raame_Aandalum_Raavane_Aandalum_poster.jpg | 0.0 | 0.0 | 0.294557725343 | 20221023093710 | 20221023171424 | 1.113556468e9 | 315.0 | wikitext | NULL | null |
| 6.8860843e7 | 3.0 | 123.231.123.237 | 0.0 | 1.0 | 0.190008213578 | 20220520200714 | 20221008154248 | 1.047557548e9 | 830.0 | wikitext | NULL | null |
| 6.8860844e7 | 3.0 | MattyShub | 0.0 | 1.0 | 0.587473902242 | 20221018143335 | 20221018143333 | 1.047557565e9 | 4246.0 | wikitext | NULL | null |
| 6.8860845e7 | 3.0 | Ocheaccounts | 0.0 | 1.0 | 0.697112716587 | 20220828115945 | 20220828115937 | 1.047557609e9 | 917.0 | wikitext | NULL | null |
| 6.8860846e7 | 10.0 | Schrader-Porsche-924-944-968/doc | 0.0 | 1.0 | 0.546049679537 | 20221101064048 | 20221101064046 | 1.047557655e9 | 1699.0 | wikitext | NULL | null |
| 6.8860847e7 | 0.0 | The_Sex_Side_of_Life | 1.0 | 1.0 | 0.411621099913 | 20221018180322 | 20221018180322 | 1.047557725e9 | 26.0 | wikitext | NULL | null |
| 6.8860848e7 | 3.0 | 2A02:C7F:7C57:9000:51C0:BB90:7DFA:A059 | 0.0 | 1.0 | 0.788242241036 | 20220520222441 | 20221008154249 | 1.047557726e9 | 977.0 | wikitext | NULL | null |
| 6.8860849e7 | 11.0 | Schrader-Porsche-924-944-968/doc | 1.0 | 1.0 | 0.494634656132 | 20220930232633 | 20220930232631 | 1.047557767e9 | 56.0 | wikitext | NULL | null |
| 6.886085e7 | 0.0 | Facemasks_during_the_Covid-19_pandemic | 1.0 | 1.0 | 0.301272045424 | 20221101031429 | 20221018072950 | 1.047557828e9 | 53.0 | wikitext | NULL | null |
| 6.8860851e7 | 3.0 | 2001:D08:D8:E609:6481:EB5A:4646:D743 | 0.0 | 1.0 | 0.685161615027 | 20220520210022 | 20221008154248 | 1.047557837e9 | 855.0 | wikitext | NULL | null |
| 6.8860853e7 | 2.0 | Rubymhel04/sandbox | 0.0 | 0.0 | 0.382185656223 | 20220728025144 | 20220728025143 | 1.047582817e9 | 1863.0 | wikitext | NULL | null |
| 6.8860854e7 | 7.0 | MRNA_vaccines_against_the_coronavirus.webm | 0.0 | 1.0 | 0.84661630027 | 20221021144754 | 20220829095139 | 1.047557886e9 | 177.0 | wikitext | NULL | null |
| 6.8860855e7 | 0.0 | List_of_awards_and_nominations_received_by_George_Lucas | 0.0 | 0.0 | 0.711784833384 | 20221030004103 | 20221030004449 | 1.10620484e9 | 12877.0 | wikitext | NULL | null |
| 6.8860856e7 | 3.0 | 77.96.168.101 | 0.0 | 0.0 | 0.885016413037 | 20220419035920 | 20221008154248 | 1.047559489e9 | 6509.0 | wikitext | NULL | null |
| 6.8860857e7 | 2.0 | Mrjwwd | 0.0 | 0.0 | 8.833056386e-3 | 20221023093710 | 20221013034855 | 1.047560555e9 | 434.0 | wikitext | NULL | null |
| 6.8860858e7 | 2.0 | Name6547/sandbox | 0.0 | 1.0 | 0.825950411417 | 20221023093710 | 20220803125341 | 1.047557986e9 | 74.0 | wikitext | NULL | null |
| 6.8860859e7 | 0.0 | Second_Chance_Motorsports | 0.0 | 0.0 | 0.972959691201 | 20221011054852 | 20220927082638 | 1.052480957e9 | 144.0 | wikitext | NULL | null |
| 6.886086e7 | 6.0 | CodexMendoza01.jpg | 0.0 | 0.0 | 0.367723667089 | 20221023093710 | 20220827190429 | 1.069935152e9 | 67.0 | wikitext | NULL | null |
| 6.8860861e7 | 0.0 | Lenny_Massey | 0.0 | 0.0 | 0.397275337479 | 20221023074722 | 20221023001612 | 1.111727583e9 | 5170.0 | wikitext | NULL | null |
| 6.8860862e7 | 0.0 | 2021–22_EHF_European_League | 0.0 | 0.0 | 0.970692318602 | 20221031232845 | 20221101014016 | 1.109832634e9 | 26821.0 | wikitext | NULL | null |
| 6.8860863e7 | 10.0 | Austen-Porsche-924-944-968 | 0.0 | 1.0 | 0.505228432583 | 20221023074722 | 20221101064157 | 1.047558268e9 | 491.0 | wikitext | NULL | null |
| 6.8860864e7 | 0.0 | 2021_Asian_Table_Tennis_Championships_–_Women's_team | 0.0 | 0.0 | 0.153117753767 | 20221024175505 | 20221022114857 | 1.063537781e9 | 10200.0 | wikitext | NULL | null |
| 6.8860865e7 | 2.0 | Shabraiz567 | 0.0 | 0.0 | 0.982321458825 | 20220728025144 | 20220728025143 | 1.047558563e9 | 394.0 | wikitext | NULL | null |
| 6.8860866e7 | 11.0 | Austen-Porsche-924-944-968 | 0.0 | 1.0 | 0.342443434686 | 20221023135015 | 20221026140056 | 1.04755834e9 | 27.0 | wikitext | NULL | null |
| 6.8860867e7 | 0.0 | Rina_Fukushi | 0.0 | 0.0 | 0.937815749526 | 20221023074722 | 20221002125141 | 1.068963921e9 | 2431.0 | wikitext | NULL | null |
| 6.8860868e7 | 14.0 | Adaptations_of_works_by_Georg_Büchner | 0.0 | 1.0 | 0.903088165199 | 20221004153754 | 20220912133804 | 1.047558431e9 | 95.0 | wikitext | NULL | null |
| 6.8860869e7 | 3.0 | Twofingered_Typist/Archives/2021/September | 0.0 | 1.0 | 0.687101836698 | 20220902081543 | 20221030074922 | 1.047558511e9 | 7074.0 | wikitext | NULL | null |
| 6.886087e7 | 14.0 | 2021_Asian_Table_Tennis_Championships | 0.0 | 1.0 | 0.206480787518 | 20221004174814 | 20221004174813 | 1.047558616e9 | 391.0 | wikitext | NULL | null |
| 6.8860871e7 | 0.0 | 1979_in_Finland | 0.0 | 0.0 | 0.866086508971 | 20221023074722 | 20221027141538 | 1.068272744e9 | 2619.0 | wikitext | NULL | null |
| 6.8860872e7 | 3.0 | Estefce | 0.0 | 0.0 | 0.202777871268 | 20220913101409 | 20220825203341 | 1.047558757e9 | 6283.0 | wikitext | NULL | null |
| 6.8860873e7 | 6.0 | I'm_the_Villainess,_So_I'm_Taming_the_Final_Boss_light_novel_volume_1_cover.jpg | 0.0 | 0.0 | 0.491724215508 | 20221023093710 | 20220724102005 | 1.049134598e9 | 853.0 | wikitext | NULL | null |
| 6.8860874e7 | 3.0 | Kennygoldprince | 0.0 | 1.0 | 0.796714685352 | 20220803125143 | 20220803125142 | 1.047558736e9 | 628.0 | wikitext | NULL | null |
| 6.8860875e7 | 10.0 | Austen-Porsche-924-944-968/doc | 0.0 | 1.0 | 0.805875194013 | 20221101064048 | 20221101064045 | 1.047558773e9 | 1682.0 | wikitext | NULL | null |
| 6.8860876e7 | 2.0 | Arnav_Bhate/vector.css | 0.0 | 1.0 | 0.457996502764 | 20220728025144 | 20220728025142 | 1.047558789e9 | 78.0 | css | NULL | null |
| 6.8860877e7 | 14.0 | Works_based_on_Woyzeck | 0.0 | 1.0 | 0.958023053289 | 20221004153754 | 20220907092914 | 1.047558809e9 | 184.0 | wikitext | NULL | null |
| 6.8860878e7 | 3.0 | SmartClinic | 0.0 | 0.0 | 0.392863797502 | 20221020153735 | 20221020153734 | 1.063201083e9 | 2648.0 | wikitext | NULL | null |
| 6.8860879e7 | 11.0 | Austen-Porsche-924-944-968/doc | 1.0 | 1.0 | 0.54459759364 | 20220930232633 | 20220930232630 | 1.047558939e9 | 54.0 | wikitext | NULL | null |
| 6.8860882e7 | 2.0 | Craft53 | 0.0 | 1.0 | 0.856275501275 | 20220728025144 | 20220728025143 | 1.047558962e9 | 0.0 | wikitext | NULL | null |
| 6.8860883e7 | 4.0 | Sockpuppet_investigations/CredEsTy | 0.0 | 0.0 | 0.296354585509 | 20221024143700 | 20221027013921 | 1.047558989e9 | 81.0 | wikitext | NULL | null |
| 6.8860884e7 | 0.0 | Charlie_Patino | 0.0 | 0.0 | 0.873178431548 | 20221031200508 | 20221028205743 | 1.118777946e9 | 11964.0 | wikitext | NULL | null |
| 6.8860885e7 | 3.0 | Salva_Reviews | 0.0 | 0.0 | 0.49000916154 | 20221020153735 | 20221020153734 | 1.063101111e9 | 2648.0 | wikitext | NULL | null |
| 6.8860886e7 | 3.0 | 117.20.69.159 | 0.0 | 1.0 | 0.688069343258 | 20220520195653 | 20221008154248 | 1.047559091e9 | 951.0 | wikitext | NULL | null |
| 6.8860887e7 | 3.0 | 2403:5800:7700:1300:3103:CD9D:6A2F:3153 | 0.0 | 1.0 | 8.3266595477e-2 | 20220803125143 | 20220803125142 | 1.047559106e9 | 2203.0 | wikitext | NULL | null |
| 6.8860889e7 | 2.0 | Eritque_arcus | 0.0 | 1.0 | 0.916796158262 | 20220728025144 | 20220728025143 | 1.047559146e9 | 68.0 | wikitext | NULL | null |
| 6.886089e7 | 2.0 | Botushali | 0.0 | 0.0 | 0.174368789891 | 20221019010418 | 20221019010418 | 1.116919316e9 | 998.0 | wikitext | NULL | null |
| 6.8860891e7 | 1.0 | Charlie_Patino | 0.0 | 0.0 | 0.250746277407 | 20221023093710 | 20220808033123 | 1.053690677e9 | 327.0 | wikitext | NULL | null |
| 6.8860893e7 | 0.0 | Thomas_Beven | 0.0 | 0.0 | 0.664714178705 | 20221030073953 | 20221030120120 | 1.055970968e9 | 3931.0 | wikitext | NULL | null |
| 6.8860894e7 | 1.0 | William_Alexander_(architect) | 0.0 | 0.0 | 0.949304483861 | 20221023093710 | 20220929112058 | 1.094935732e9 | 344.0 | wikitext | NULL | null |
| 6.8860896e7 | 1.0 | Thomas_Beven | 0.0 | 1.0 | 0.552309689933 | 20221021144754 | 20221016062122 | 1.047559432e9 | 106.0 | wikitext | NULL | null |
| 6.8860897e7 | 0.0 | Tomas_Serra_Olives | 0.0 | 0.0 | 3.5481266726e-2 | 20221023130113 | 20221006183220 | 1.069043029e9 | 2357.0 | wikitext | NULL | null |
| 6.8860898e7 | 0.0 | Charlie_Patiño | 1.0 | 1.0 | 0.356744216841 | 20221028205428 | 20221018064114 | 1.047559449e9 | 28.0 | wikitext | NULL | null |
| 6.8860899e7 | 2.0 | Eewilson/Work | 0.0 | 0.0 | 0.795391773552 | 20221023074722 | 20221005082017 | 1.111690035e9 | 36219.0 | wikitext | NULL | null |
| 6.88609e7 | 3.0 | 2409:4043:2D96:9570:366A:A20D:1CA3:D35B | 0.0 | 1.0 | 0.824473449436 | 20220520213808 | 20221008154249 | 1.047559471e9 | 1028.0 | wikitext | NULL | null |
| 6.8860901e7 | 1.0 | Tomas_Serra_Olives | 0.0 | 0.0 | 0.212171341464 | 20221023135015 | 20221024155536 | 1.100645198e9 | 238.0 | wikitext | NULL | null |
| 6.8860902e7 | 3.0 | Md_Saidul_Hasan_Adnan | 0.0 | 0.0 | 0.847609578148 | 20220809232000 | 20221010150718 | 1.049048019e9 | 9685.0 | wikitext | NULL | null |
| 6.8860903e7 | 0.0 | Tetilla_(sponge) | 0.0 | 0.0 | 0.928679518927 | 20221023074722 | 20221011101710 | 1.091133919e9 | 5630.0 | wikitext | NULL | null |
| 6.8860904e7 | 0.0 | Something_Real_(Phoebe_Snow_album) | 0.0 | 0.0 | 0.842222110265 | 20221029202802 | 20221029210048 | 1.118525442e9 | 8917.0 | wikitext | NULL | null |
| 6.8860905e7 | 0.0 | Luca_Pretolesi | 0.0 | 0.0 | 0.77092673445 | 20221023074722 | 20221009073326 | 1.114981309e9 | 6932.0 | wikitext | NULL | null |
| 6.8860907e7 | 3.0 | 78.80.16.63 | 0.0 | 1.0 | 1.5157985722e-2 | 20220521000539 | 20221008154248 | 1.047559784e9 | 912.0 | wikitext | NULL | null |
| 6.8860908e7 | 2.0 | Dishitha_Sathyaseelan/sandbox | 0.0 | 1.0 | 0.721020112919 | 20221023093710 | 20220803125341 | 1.047559788e9 | 350.0 | wikitext | NULL | null |
| 6.8860909e7 | 3.0 | 46.135.91.1 | 0.0 | 1.0 | 2.6013833417e-2 | 20220520223514 | 20221008154248 | 1.04755982e9 | 912.0 | wikitext | NULL | null |
| 6.886091e7 | 2.0 | Eewilson/Links | 0.0 | 0.0 | 0.603283862608 | 20221023093710 | 20221005082017 | 1.111690205e9 | 4887.0 | wikitext | NULL | null |
| 6.8860912e7 | 2.0 | Ethanix7 | 0.0 | 1.0 | 0.237041813811 | 20220728025144 | 20220728025143 | 1.047560008e9 | 120.0 | wikitext | NULL | null |
| 6.8860913e7 | 3.0 | 2A02:C7E:687:DF00:2937:2794:FB24:AA9E | 0.0 | 1.0 | 0.961504961061 | 20220520222302 | 20221008154248 | 1.047560011e9 | 1399.0 | wikitext | NULL | null |
| 6.8860914e7 | 0.0 | Jme_tire | 1.0 | 1.0 | 0.762124254894 | 20221018142316 | 20221018084611 | 1.047560035e9 | 23.0 | wikitext | NULL | null |
| 6.8860916e7 | 0.0 | Doolot_Sydykov | 0.0 | 0.0 | 0.985011776783 | 20221023074722 | 20221023032807 | 1.105642554e9 | 4332.0 | wikitext | NULL | null |
| 6.8860917e7 | 3.0 | 87.116.173.73 | 0.0 | 0.0 | 0.909803349467 | 20220521003541 | 20221008154248 | 1.047714392e9 | 2573.0 | wikitext | NULL | null |
| 6.8860918e7 | 2.0 | Eewilson/Editing_plant_articles | 0.0 | 0.0 | 0.560822079386 | 20221027044103 | 20221027044103 | 1.118467047e9 | 7147.0 | wikitext | NULL | null |
| 6.8860919e7 | 3.0 | 80.183.85.74 | 0.0 | 1.0 | 0.130867322555 | 20220803125143 | 20220803125142 | 1.04756028e9 | 641.0 | wikitext | NULL | null |
| 6.8860921e7 | 2.0 | SMAK/Editnotice | 0.0 | 0.0 | 0.150602441099 | 20220728025147 | 20220728025146 | 1.048008225e9 | 279.0 | wikitext | NULL | null |
| 6.8860923e7 | 2.0 | Randyinbonn | 0.0 | 0.0 | 0.727967064384 | 20221028052204 | 20221028052741 | 1.089775114e9 | 653.0 | wikitext | NULL | null |
| 6.8860924e7 | 3.0 | 196.15.207.227 | 0.0 | 1.0 | 0.412250851556 | 20220520205036 | 20221008154249 | 1.047560397e9 | 1080.0 | wikitext | NULL | null |
| 6.8860925e7 | 3.0 | 204.81.109.143 | 0.0 | 1.0 | 0.882543834418 | 20220911065958 | 20220911065957 | 1.047560411e9 | 615.0 | wikitext | NULL | null |
| 6.8860926e7 | 3.0 | Ranjha0083 | 0.0 | 1.0 | 0.615229553392 | 20221002143159 | 20221002143157 | 1.04756043e9 | 3272.0 | wikitext | NULL | null |
| 6.8860927e7 | 6.0 | Al_McCoy_baseball.jpg | 0.0 | 1.0 | 0.61827591825 | 20221101064048 | 20221101064038 | 1.04756049e9 | 524.0 | wikitext | NULL | null |
| 6.8860928e7 | 0.0 | Saterfrisian | 1.0 | 1.0 | 0.769987582065 | 20221018165829 | 20221018165828 | 1.047560498e9 | 40.0 | wikitext | NULL | null |
| 6.8860929e7 | 10.0 | Morgan-Porsche-924-944-968 | 0.0 | 1.0 | 0.557495026563 | 20221023074722 | 20221101064157 | 1.047560516e9 | 585.0 | wikitext | NULL | null |
| 6.886093e7 | 1.0 | Diffusion_gradient | 0.0 | 0.0 | 0.214232432513 | 20221021144754 | 20220913203008 | 1.060647447e9 | 49.0 | wikitext | NULL | null |
| 6.8860931e7 | 11.0 | Morgan-Porsche-924-944-968 | 0.0 | 1.0 | 0.955415040881 | 20221023135015 | 20221026140056 | 1.047560595e9 | 27.0 | wikitext | NULL | null |
| 6.8860932e7 | 3.0 | 98.229.237.70 | 0.0 | 1.0 | 0.618328241273 | 20220803125147 | 20220803125145 | 1.047560602e9 | 2244.0 | wikitext | NULL | null |
| 6.8860933e7 | 1.0 | 1973_Montana_State_Bobcats_football_team | 0.0 | 1.0 | 0.525878099586 | 20221027063132 | 20221027080018 | 1.047560626e9 | 105.0 | wikitext | NULL | null |
| 6.8860934e7 | 1.0 | 1974_Montana_State_Bobcats_football_team | 0.0 | 1.0 | 0.427495890992 | 20221027063132 | 20221027080048 | 1.047560636e9 | 105.0 | wikitext | NULL | null |
| 6.8860935e7 | 0.0 | Al_McCoy_(baseball) | 0.0 | 0.0 | 0.930369345899 | 20221101064050 | 20221101064156 | 1.071763991e9 | 2658.0 | wikitext | NULL | null |
| 6.8860936e7 | 0.0 | Ich_bin_weg_(Boro_boro) | 1.0 | 1.0 | 0.326664303833 | 20221021165642 | 20221018081349 | 1.047560665e9 | 36.0 | wikitext | NULL | null |
| 6.8860938e7 | 0.0 | Ich_bin_weg_(Boro_Boro) | 1.0 | 0.0 | 0.60755184816 | 20221020090731 | 20221020090731 | 1.07279941e9 | 47.0 | wikitext | NULL | null |
| 6.8860939e7 | 3.0 | AngelicCrusade | 0.0 | 1.0 | 0.53426683569 | 20220803125147 | 20220803125145 | 1.047560698e9 | 635.0 | wikitext | NULL | null |
| 6.886094e7 | 1.0 | Al_McCoy_(baseball) | 0.0 | 0.0 | 0.981241316884 | 20221021144754 | 20220916083249 | 1.092221011e9 | 150.0 | wikitext | NULL | null |
| 6.8860941e7 | 3.0 | Sakib108 | 0.0 | 1.0 | 0.368763431326 | 20221002143159 | 20221002143157 | 1.047560712e9 | 3268.0 | wikitext | NULL | null |
| 6.8860942e7 | 3.0 | Phawu | 0.0 | 1.0 | 0.152886132979 | 20221002143159 | 20221002143157 | 1.047560715e9 | 3262.0 | wikitext | NULL | null |
| 6.8860943e7 | 0.0 | Ich_bin_weg | 1.0 | 1.0 | 0.497140544602 | 20221021165642 | 20221018081349 | 1.047560722e9 | 36.0 | wikitext | NULL | null |
| 6.8860945e7 | 2.0 | EGGBUTTEATERLOL | 0.0 | 1.0 | 0.434198432559 | 20220728025147 | 20220728025145 | 1.047560806e9 | 2.0 | wikitext | NULL | null |
| 6.8860946e7 | 3.0 | 76.74.122.250 | 0.0 | 0.0 | 0.599551730357 | 20221025153032 | 20221008154248 | 1.089578323e9 | 7125.0 | wikitext | NULL | null |
| 6.8860947e7 | 10.0 | Morgan-Porsche-924-944-968/doc | 0.0 | 1.0 | 0.898751906908 | 20221101064048 | 20221101064046 | 1.047560829e9 | 1683.0 | wikitext | NULL | null |
| 6.8860949e7 | 3.0 | 2405:201:D00D:7012:40C0:BC4B:D61E:FBDB | 0.0 | 0.0 | 0.74870130798 | 20220917231312 | 20221010150718 | 1.078878783e9 | 4950.0 | wikitext | NULL | null |
| 6.886095e7 | 2.0 | Montag313 | 0.0 | 0.0 | 0.278251575766 | 20221023093710 | 20220804010330 | 1.051407297e9 | 5986.0 | wikitext | NULL | null |
| 6.8860951e7 | 3.0 | 112.209.164.160 | 0.0 | 0.0 | 0.493993193084 | 20220803125147 | 20220803125145 | 1.047673237e9 | 1044.0 | wikitext | NULL | null |
| 6.8860952e7 | 2.0 | Kayote_Music/sandbox | 0.0 | 1.0 | 0.339108753837 | 20221023093710 | 20220803125342 | 1.047560916e9 | 46.0 | wikitext | NULL | null |
| 6.8860953e7 | 0.0 | Yahya_Mahayni | 1.0 | 0.0 | 0.485066265148 | 20221030172535 | 20221030172534 | 1.064350445e9 | 39.0 | wikitext | NULL | null |
| 6.8860954e7 | 11.0 | Morgan-Porsche-924-944-968/doc | 1.0 | 1.0 | 0.553477519859 | 20220930232633 | 20220930232631 | 1.047560993e9 | 54.0 | wikitext | NULL | null |
| 6.8860955e7 | 3.0 | Omar_JOHN_234 | 0.0 | 1.0 | 0.690628191888 | 20221020153735 | 20221020153734 | 1.047561008e9 | 1096.0 | wikitext | NULL | null |
| 6.8860956e7 | 2.0 | Editeditit/common.js | 0.0 | 1.0 | 0.889054596992 | 20220728025147 | 20220728025146 | 1.047561118e9 | 66.0 | javascript | NULL | null |
| 6.8860957e7 | 0.0 | Barium_ethynediide | 1.0 | 1.0 | 0.351157398617 | 20221017151819 | 20221017151818 | 1.047561125e9 | 27.0 | wikitext | NULL | null |
| 6.8860958e7 | 3.0 | 5.30.24.187 | 0.0 | 1.0 | 0.231537075169 | 20220520224040 | 20221008154249 | 1.047561126e9 | 971.0 | wikitext | NULL | null |
| 6.886096e7 | 3.0 | OKKAMI | 0.0 | 0.0 | 0.466130757425 | 20221020153735 | 20221020153734 | 1.063101161e9 | 2681.0 | wikitext | NULL | null |
| 6.8860961e7 | 1.0 | Yahya_Mahayni | 0.0 | 0.0 | 0.130900065435 | 20221023093710 | 20220808033123 | 1.047682957e9 | 165.0 | wikitext | NULL | null |
| 6.8860962e7 | 3.0 | NHexcel47 | 0.0 | 1.0 | 0.526338186155 | 20220913101409 | 20220803125146 | 1.047561236e9 | 6275.0 | wikitext | NULL | null |
| 6.8860963e7 | 0.0 | P-synephrine | 1.0 | 1.0 | 0.738934139964 | 20221021053606 | 20221018101820 | 1.047561259e9 | 24.0 | wikitext | NULL | null |
| 6.8860964e7 | 6.0 | Ibac.jpg | 0.0 | 0.0 | 0.989366727154 | 20221101064048 | 20221101064044 | 1.049134611e9 | 450.0 | wikitext | NULL | null |
| 6.8860966e7 | 2.0 | ThatCollectibleDude/sandbox | 0.0 | 0.0 | 0.471178628925 | 20220728025147 | 20220728025146 | 1.048617729e9 | 90.0 | wikitext | NULL | null |
| 6.8860967e7 | 3.0 | Clare_Logan | 0.0 | 0.0 | 4.4957474871e-2 | 20220911065958 | 20220911065957 | 1.04771849e9 | 2628.0 | wikitext | NULL | null |
| 6.8860968e7 | 7.0 | Ibac.jpg | 0.0 | 1.0 | 0.474194091891 | 20221023135015 | 20221026140056 | 1.047561397e9 | 88.0 | wikitext | NULL | null |
| 6.8860969e7 | 3.0 | Dekoracje228 | 0.0 | 0.0 | 0.56539472642 | 20220825203343 | 20220825203341 | 1.051119198e9 | 3975.0 | wikitext | NULL | null |
| 6.886097e7 | 3.0 | 2A01:4C8:1075:90DE:50D5:8BDC:9130:F3F9 | 0.0 | 1.0 | 0.394188205673 | 20220520221915 | 20221008154249 | 1.047561428e9 | 953.0 | wikitext | NULL | null |
| 6.8860972e7 | 1.0 | Blessed_&_Free_(Kane_Brown_and_H.E.R._song) | 0.0 | 1.0 | 0.818181934338 | 20221021144754 | 20220827152103 | 1.047561556e9 | 8.0 | wikitext | NULL | null |
| 6.8860973e7 | 3.0 | Nisha_kanwar | 0.0 | 1.0 | 0.832091060827 | 20221002143159 | 20221002143157 | 1.047561605e9 | 3276.0 | wikitext | NULL | null |
| 6.8860974e7 | 3.0 | 125.209.162.73 | 0.0 | 1.0 | 0.853538291286 | 20220803125147 | 20220803125145 | 1.047561609e9 | 903.0 | wikitext | NULL | null |
| 6.8860975e7 | 3.0 | LowlySnake1 | 0.0 | 1.0 | 0.167491965007 | 20221020153735 | 20221020153734 | 1.047561625e9 | 1096.0 | wikitext | NULL | null |
| 6.8860976e7 | 3.0 | Enie_Meyer | 0.0 | 1.0 | 0.722047964643 | 20221020153735 | 20221020153733 | 1.047561664e9 | 1096.0 | wikitext | NULL | null |
| 6.8860977e7 | 0.0 | Blessed_&_Free | 1.0 | 1.0 | 7.4770833929e-2 | 20221023134808 | 20221017181120 | 1.047561667e9 | 24.0 | wikitext | NULL | null |
| 6.8860978e7 | 3.0 | 2601:8A:4002:620:383E:C558:EA22:D6DA | 0.0 | 1.0 | 0.372525884803 | 20220803125147 | 20220803125145 | 1.047561686e9 | 748.0 | wikitext | NULL | null |
| 6.8860979e7 | 3.0 | 81.234.44.249 | 0.0 | 1.0 | 0.300832812782 | 20220521001409 | 20221008154249 | 1.047561697e9 | 1110.0 | wikitext | NULL | null |
| 6.886098e7 | 0.0 | Early-May_1933_tornado_outbreak_sequence | 1.0 | 1.0 | 0.311521024485 | 20221027101433 | 20221027101432 | 1.0475617e9 | 106.0 | wikitext | NULL | null |
| 6.8860981e7 | 1.0 | Early-May_1933_tornado_outbreak_sequence | 1.0 | 1.0 | 0.404470664907 | 20221023093710 | 20221027101622 | 1.047561702e9 | 111.0 | wikitext | NULL | null |
| 6.8860982e7 | 118.0 | Flynn:_Son_of_Crimson | 1.0 | 1.0 | 0.328990800811 | 20221023093710 | 20220926111553 | 1.047561708e9 | 82.0 | wikitext | NULL | null |
| 6.8860983e7 | 119.0 | Flynn:_Son_of_Crimson | 1.0 | 1.0 | 0.60117549287 | 20221023093710 | 20220926111554 | 1.047561712e9 | 87.0 | wikitext | NULL | null |
| 6.8860984e7 | 3.0 | 118.103.253.90 | 0.0 | 1.0 | 0.684945054561 | 20221020153735 | 20221020153733 | 1.047561801e9 | 1360.0 | wikitext | NULL | null |
| 6.8860985e7 | 3.0 | 2A04:4A43:4D7E:BB11:0:0:ECED:D16 | 0.0 | 1.0 | 0.612589092258 | 20220803125147 | 20220803125145 | 1.047561827e9 | 924.0 | wikitext | NULL | null |
| 6.8860986e7 | 3.0 | Eaton_Community_Development_Specialist | 1.0 | 1.0 | 4.1052156935e-2 | 20221023093710 | 20220926111553 | 1.047561849e9 | 86.0 | wikitext | NULL | null |
| 6.8860987e7 | 1.0 | KaiserNeko | 0.0 | 1.0 | 0.58774716488 | 20221021144754 | 20221011075753 | 1.04756193e9 | 31.0 | wikitext | NULL | null |
| 6.8860988e7 | 3.0 | Surajkumar8453 | 0.0 | 0.0 | 0.773494478964 | 20221017141655 | 20221030074922 | 1.04759519e9 | 1441.0 | wikitext | NULL | null |
| 6.886099e7 | 3.0 | 2A01:4C8:62:E6FB:1:2:49E2:264F | 0.0 | 1.0 | 0.290155335269 | 20220911065958 | 20220911065957 | 1.047562121e9 | 444.0 | wikitext | NULL | null |
| 6.8860991e7 | 1.0 | Tell_the_Vision/GA1 | 0.0 | 0.0 | 0.904757931659 | 20221022145713 | 20221010223513 | 1.047768329e9 | 3188.0 | wikitext | NULL | null |
| 6.8860992e7 | 10.0 | User_Socialist_Guinea | 0.0 | 0.0 | 0.960672985447 | 20221028164502 | 20221028164502 | 1.118745246e9 | 496.0 | wikitext | NULL | null |
| 6.8860993e7 | 14.0 | Adaptations_of_works_by_Charles_Nodier | 0.0 | 1.0 | 0.821631248283 | 20221004153754 | 20220910131553 | 1.04756222e9 | 96.0 | wikitext | NULL | null |
| 6.8860994e7 | 10.0 | Cotton-Porsche-924-944-968 | 0.0 | 1.0 | 0.645743990372 | 20221023074722 | 20221101064157 | 1.047562242e9 | 538.0 | wikitext | NULL | null |
| 6.8860995e7 | 11.0 | User_Socialist_Guinea | 0.0 | 0.0 | 0.739109530208 | 20221027024549 | 20221027110843 | 1.047565275e9 | 69.0 | wikitext | NULL | null |
| 6.8860996e7 | 3.0 | Mariothegod | 0.0 | 1.0 | 0.709017181503 | 20221020153735 | 20221020153734 | 1.047562274e9 | 1096.0 | wikitext | NULL | null |
| 6.8860997e7 | 3.0 | 178.132.122.66 | 0.0 | 1.0 | 0.632715130639 | 20220520203748 | 20221008154249 | 1.047562276e9 | 1132.0 | wikitext | NULL | null |
| 6.8860999e7 | 3.0 | Xeo23 | 0.0 | 1.0 | 0.583293740672 | 20221020153735 | 20221020153734 | 1.047562305e9 | 1096.0 | wikitext | NULL | null |
| 6.8861001e7 | 0.0 | Date_of_birth_and_personality | 1.0 | 1.0 | 0.557424118229 | 20221024173837 | 20221018065835 | 1.047562313e9 | 35.0 | wikitext | NULL | null |
| 6.8861003e7 | 0.0 | Karl_Richard_Hanitsch | 1.0 | 1.0 | 0.889188304059 | 20221018085821 | 20221018085820 | 1.04756235e9 | 30.0 | wikitext | NULL | null |
| 6.8861004e7 | 14.0 | PinkPantheress_songs | 0.0 | 0.0 | 0.365549754865 | 20221023093710 | 20221003060232 | 1.081921122e9 | 114.0 | wikitext | NULL | null |
| 6.8861005e7 | 0.0 | Personality_and_date_of_birth | 1.0 | 1.0 | 0.373357342144 | 20221024173837 | 20221018102455 | 1.047562377e9 | 35.0 | wikitext | NULL | null |
| 6.8861007e7 | 0.0 | 2021–22_Serbian_Cup | 0.0 | 0.0 | 0.735104640879 | 20221023074722 | 20221011083330 | 1.11116143e9 | 26127.0 | wikitext | NULL | null |
| 6.8861008e7 | 2.0 | Mizux | 0.0 | 0.0 | 0.113582449457 | 20220728025147 | 20220728025146 | 1.048103235e9 | 240.0 | wikitext | NULL | null |
| 6.8861009e7 | 3.0 | The_Killarney_Park | 1.0 | 1.0 | 0.591876825826 | 20221023093710 | 20220926111553 | 1.047562447e9 | 88.0 | wikitext | NULL | null |
| 6.886101e7 | 3.0 | 103.95.167.173 | 0.0 | 0.0 | 0.628398902376 | 20220419035920 | 20221008154249 | 1.059994938e9 | 5919.0 | wikitext | NULL | null |
| 6.8861011e7 | 2.0 | Farhan087/sandbox | 0.0 | 1.0 | 0.343727005111 | 20220728025147 | 20220728025146 | 1.047562547e9 | 554.0 | wikitext | NULL | null |
| 6.8861013e7 | 0.0 | Siege_of_Kufa | 1.0 | 0.0 | 0.877521158747 | 20221031144712 | 20221031144709 | 1.047633899e9 | 145.0 | wikitext | NULL | null |
| 6.8861014e7 | 10.0 | Cotton-Porsche-924-944-968/doc | 0.0 | 1.0 | 0.391288619807 | 20221101064048 | 20221101064045 | 1.047562602e9 | 1685.0 | wikitext | NULL | null |
| 6.8861015e7 | 3.0 | 204.38.171.125 | 0.0 | 0.0 | 0.489317311422 | 20220419035920 | 20221008154249 | 1.073615064e9 | 10722.0 | wikitext | NULL | null |
| 6.8861017e7 | 3.0 | Paulfinebaum6789 | 0.0 | 0.0 | 0.330383173362 | 20221020153735 | 20221020153734 | 1.047709823e9 | 11522.0 | wikitext | NULL | null |
| 6.8861018e7 | 11.0 | Cotton-Porsche-924-944-968 | 0.0 | 1.0 | 0.334543728917 | 20221023135015 | 20221026115434 | 1.04756268e9 | 27.0 | wikitext | NULL | null |
| 6.886102e7 | 3.0 | 103.54.25.79 | 0.0 | 1.0 | 0.458591567167 | 20220913101409 | 20220803125145 | 1.047562697e9 | 8654.0 | wikitext | NULL | null |
| 6.8861021e7 | 1.0 | MetropolitaN | 0.0 | 1.0 | 0.629075388309 | 20221021144754 | 20221004174813 | 1.047562753e9 | 22.0 | wikitext | NULL | null |
| 6.8861022e7 | 3.0 | Azax_1147 | 0.0 | 1.0 | 0.87226933181 | 20220803125147 | 20220803125145 | 1.047562758e9 | 741.0 | wikitext | NULL | null |
| 6.8861023e7 | 11.0 | Cotton-Porsche-924-944-968/doc | 1.0 | 1.0 | 0.589742351974 | 20220930232633 | 20220930232631 | 1.047562789e9 | 54.0 | wikitext | NULL | null |
| 6.8861024e7 | 0.0 | Candy_Thuzar | 1.0 | 1.0 | 0.628799406728 | 20221018063413 | 20221018063412 | 1.047562806e9 | 30.0 | wikitext | NULL | null |
| 6.8861025e7 | 2.0 | Eewilson/Subpages | 0.0 | 0.0 | 1.177710859e-3 | 20221023093710 | 20221005041907 | 1.11329358e9 | 3555.0 | wikitext | NULL | null |
| 6.8861026e7 | 2.0 | Cagriyalcinkaya/Sample_page | 0.0 | 1.0 | 0.800111872346 | 20221023074722 | 20220820005754 | 1.047562873e9 | 2183.0 | wikitext | NULL | null |
| 6.8861027e7 | 2.0 | Filelakeshoe/shoot_on_sight | 1.0 | 1.0 | 0.906004238091 | 20221023093710 | 20220926111553 | 1.047562894e9 | 89.0 | wikitext | NULL | null |
| 6.8861028e7 | 3.0 | Filelakeshoe/shoot_on_sight | 1.0 | 1.0 | 0.919614293729 | 20221023093710 | 20220926111554 | 1.047562898e9 | 94.0 | wikitext | NULL | null |
| 6.8861029e7 | 2.0 | Slambo_312 | 0.0 | 0.0 | 0.808362003064 | 20220813143131 | 20220728111155 | 1.05434138e9 | 1408.0 | wikitext | NULL | null |
| 6.886103e7 | 2.0 | Surajkumar8453/sandbox | 0.0 | 1.0 | 0.841486423271 | 20221023093710 | 20220803125343 | 1.047562904e9 | 46.0 | wikitext | NULL | null |
| 6.8861031e7 | 6.0 | Andree_Millar.jpeg | 0.0 | 1.0 | 0.660084663932 | 20221028191549 | 20221028191534 | 1.047562921e9 | 574.0 | wikitext | NULL | null |
| 6.8861032e7 | 0.0 | Just_a_Waste_(PinkPantheress_song) | 1.0 | 0.0 | 0.593975111268 | 20221028192123 | 20221018085501 | 1.053857208e9 | 36.0 | wikitext | NULL | null |
| 6.8861033e7 | 3.0 | Mandsover_tose | 0.0 | 1.0 | 0.570651134131 | 20221020153735 | 20221020153734 | 1.047563e9 | 1096.0 | wikitext | NULL | null |
| 6.8861034e7 | 3.0 | 2600:1700:C1B0:8A0:608A:C24F:FC98:7E35 | 0.0 | 1.0 | 0.592983108317 | 20220803125147 | 20220803125145 | 1.047563077e9 | 1350.0 | wikitext | NULL | null |
| 6.8861035e7 | 3.0 | SentientObject | 0.0 | 0.0 | 0.118984446389 | 20220920171514 | 20221023171403 | 1.111371182e9 | 6216.0 | wikitext | NULL | null |
| 6.8861036e7 | 2.0 | Kierandi/sandbox | 0.0 | 0.0 | 8.7654050898e-2 | 20221023093710 | 20220803125342 | 1.047563447e9 | 128.0 | wikitext | NULL | null |
| 6.8861037e7 | 0.0 | La_Vie_d'artiste_(film) | 0.0 | 0.0 | 0.187811804904 | 20221026145423 | 20221028213000 | 1.06714546e9 | 3611.0 | wikitext | NULL | null |
| 6.8861038e7 | 3.0 | 194.228.129.62 | 0.0 | 1.0 | 0.691743996791 | 20220520204944 | 20221008154249 | 1.047563313e9 | 912.0 | wikitext | NULL | null |
| 6.8861039e7 | 3.0 | MusingSilence | 0.0 | 0.0 | 0.671761116097 | 20221025142144 | 20221010150718 | 1.097607833e9 | 18424.0 | wikitext | NULL | null |
| 6.8861042e7 | 3.0 | Rpdam | 0.0 | 1.0 | 0.392277193375 | 20221020153735 | 20221020153734 | 1.047563395e9 | 1096.0 | wikitext | NULL | null |
| 6.8861043e7 | 14.0 | People_from_Ribeira_Grande,_Azores | 0.0 | 1.0 | 0.825396556614 | 20220906030805 | 20220906032352 | 1.047563429e9 | 279.0 | wikitext | NULL | null |
| 6.8861044e7 | 10.0 | Did_you_know_nominations/Border_Violence_Monitoring_Network | 0.0 | 0.0 | 4.9008389936e-2 | 20221022145713 | 20221006131118 | 1.049983896e9 | 3476.0 | wikitext | NULL | null |
| 6.8861045e7 | 1.0 | Border_Violence_Monitoring_Network | 0.0 | 0.0 | 8.2274793982e-2 | 20221023135015 | 20221026140056 | 1.051420881e9 | 666.0 | wikitext | NULL | null |
| 6.8861046e7 | 2.0 | AloofBidoof/Lake_Balaton | 0.0 | 0.0 | 0.601086893403 | 20221023074722 | 20221003060232 | 1.058837589e9 | 8841.0 | wikitext | NULL | null |
| 6.8861047e7 | 0.0 | US_Embassy_in_Berlin | 1.0 | 1.0 | 0.980791395118 | 20221010020209 | 20221010020208 | 1.04756349e9 | 78.0 | wikitext | NULL | null |
| 6.8861048e7 | 1.0 | US_Embassy_in_Berlin | 0.0 | 1.0 | 0.942078004343 | 20221021144754 | 20220828115936 | 1.047563491e9 | 60.0 | wikitext | NULL | null |
| 6.8861049e7 | 118.0 | Le_Grêlé | 1.0 | 0.0 | 0.197899211497 | 20221005111337 | 20221005111336 | 1.047854844e9 | 48.0 | wikitext | NULL | null |
| 6.886105e7 | 3.0 | 149.170.83.198 | 0.0 | 1.0 | 0.528309849795 | 20220803125147 | 20220803125145 | 1.047563527e9 | 913.0 | wikitext | NULL | null |
| 6.8861051e7 | 2.0 | Jenben74 | 0.0 | 1.0 | 0.996996977197 | 20220728025147 | 20220728025146 | 1.047563552e9 | 0.0 | wikitext | NULL | null |
| 6.8861053e7 | 0.0 | Gaualofa | 0.0 | 0.0 | 0.712239232017 | 20221023074722 | 20220928130538 | 1.090602071e9 | 8798.0 | wikitext | NULL | null |
| 6.8861054e7 | 828.0 | Location_map/data/Metro_Cebu | 0.0 | 1.0 | 0.741044788824 | 20221022131052 | 20221017142125 | 1.047563608e9 | 143.0 | Scribunto | NULL | null |
| 6.8861055e7 | 0.0 | Gilberto_García_(chess_player) | 0.0 | 0.0 | 0.331635082339 | 20221023130113 | 20221006183845 | 1.113671223e9 | 2298.0 | wikitext | NULL | null |
| 6.8861056e7 | 3.0 | 88.241.42.109 | 0.0 | 1.0 | 0.352048758197 | 20220803125147 | 20220803125145 | 1.047563633e9 | 903.0 | wikitext | NULL | null |
| 6.8861057e7 | 3.0 | AIFS2020 | 0.0 | 1.0 | 0.455197346834 | 20220803125147 | 20220803125145 | 1.047563636e9 | 1423.0 | wikitext | NULL | null |
| 6.8861058e7 | 1.0 | Gilberto_García_(chess_player) | 0.0 | 0.0 | 0.47774836336 | 20221024144950 | 20221024145555 | 1.09718531e9 | 224.0 | wikitext | NULL | null |
| 6.8861059e7 | 1.0 | Gaualofa | 0.0 | 0.0 | 0.396666792232 | 20221023093710 | 20221011075753 | 1.054996589e9 | 236.0 | wikitext | NULL | null |
| 6.886106e7 | 828.0 | Location_map/data/Metro_Cebu/doc | 0.0 | 1.0 | 0.863560794396 | 20221022131052 | 20221017141654 | 1.047563692e9 | 117.0 | wikitext | NULL | null |
| 6.8861061e7 | 6.0 | Ian_Karkull.jpg | 0.0 | 0.0 | 0.353066024219 | 20221101064048 | 20221101064043 | 1.049134601e9 | 446.0 | wikitext | NULL | null |
| 6.8861062e7 | 10.0 | User_Zaire | 0.0 | 0.0 | 0.434146508841 | 20221028163533 | 20221028163533 | 1.118743755e9 | 956.0 | wikitext | NULL | null |
| 6.8861063e7 | 7.0 | Ian_Karkull.jpg | 0.0 | 1.0 | 0.867076865655 | 20221023135015 | 20221026140056 | 1.047563733e9 | 88.0 | wikitext | NULL | null |
| 6.8861064e7 | 0.0 | Andrée_Millar | 0.0 | 0.0 | 0.864725971777 | 20221028191551 | 20221028191753 | 1.11762431e9 | 7806.0 | wikitext | NULL | null |
| 6.8861066e7 | 0.0 | Parliamentary_Office_for_the_Evaluation_of_Scientific_and_Technological_Choices | 0.0 | 0.0 | 1.852428195e-3 | 20221028072423 | 20221023012504 | 1.096967357e9 | 23592.0 | wikitext | NULL | null |
| 6.8861067e7 | 3.0 | 2001:8003:26BE:1300:3092:FCD6:1021:165F | 0.0 | 0.0 | 0.450252497759 | 20220911065958 | 20220911065957 | 1.048218158e9 | 587.0 | wikitext | NULL | null |
| 6.8861068e7 | 0.0 | Attracted_to_You_(PinkPantheress_song) | 1.0 | 0.0 | 0.246034263149 | 20221028192123 | 20221017151045 | 1.053856972e9 | 36.0 | wikitext | NULL | null |
| 6.8861069e7 | 2.0 | SentientObject | 0.0 | 0.0 | 0.96430655643 | 20220701113733 | 20220929060310 | 1.08181685e9 | 228.0 | wikitext | NULL | null |
| 6.886107e7 | 11.0 | User_Zaire | 0.0 | 0.0 | 0.114709487891 | 20221027024549 | 20221027110843 | 1.070931877e9 | 85.0 | wikitext | NULL | null |
| 6.8861071e7 | 3.0 | Noddleloans | 0.0 | 1.0 | 0.87566863721 | 20220803125147 | 20220803125146 | 1.047563869e9 | 1425.0 | wikitext | NULL | null |
| 6.8861072e7 | 2.0 | MISSION_33/Talks | 0.0 | 0.0 | 0.855020648969 | 20220327234038 | 20221011101710 | 1.050904079e9 | 5213.0 | wikitext | NULL | null |
| 6.8861073e7 | 0.0 | Nam_Tok_Sai_Yok_Noi_railway_halt | 1.0 | 1.0 | 0.261635947116 | 20221019092324 | 20221018100023 | 1.047563974e9 | 66.0 | wikitext | NULL | null |
| 6.8861074e7 | 119.0 | Le_Grêlé | 0.0 | 0.0 | 0.967064373386 | 20221027214635 | 20221028144851 | 1.047854981e9 | 257.0 | wikitext | NULL | null |
| 6.8861075e7 | 3.0 | Aiden66362 | 0.0 | 1.0 | 0.725592975534 | 20221020153735 | 20221020153733 | 1.04756405e9 | 1096.0 | wikitext | NULL | null |
| 6.8861076e7 | 1.0 | La_Vie_d'artiste_(film) | 0.0 | 1.0 | 0.553412265316 | 20221023093710 | 20220802033548 | 1.047564116e9 | 279.0 | wikitext | NULL | null |
| 6.8861077e7 | 15.0 | February_1980_events_in_Africa | 0.0 | 1.0 | 0.631694656297 | 20221027024549 | 20221027110843 | 1.047564143e9 | 44.0 | wikitext | NULL | null |
| 6.8861078e7 | 0.0 | Sonterra,_Texas | 0.0 | 0.0 | 0.876032616141 | 20221023074722 | 20221002214204 | 1.113706292e9 | 3323.0 | wikitext | NULL | null |
| 6.8861079e7 | 0.0 | 2021–22_Zamalek_SC_(basketball)_season | 0.0 | 0.0 | 0.995119582976 | 20221031210758 | 20221031215131 | 1.108541779e9 | 60744.0 | wikitext | NULL | null |
| 6.886108e7 | 0.0 | The_Work_(album) | 0.0 | 0.0 | 0.902587268013 | 20221029202802 | 20221029221007 | 1.118081971e9 | 6095.0 | wikitext | NULL | null |
| 6.8861081e7 | 0.0 | The_Work_(Rivers_of_Nihil_album) | 1.0 | 1.0 | 0.73727670429 | 20221021050950 | 20221018180643 | 1.047564264e9 | 41.0 | wikitext | NULL | null |
| 6.8861082e7 | 0.0 | Sonterra | 1.0 | 1.0 | 0.430380507157 | 20221018170912 | 20221018170911 | 1.047564287e9 | 29.0 | wikitext | NULL | null |
| 6.8861083e7 | 3.0 | 64.25.209.17 | 0.0 | 0.0 | 6.0288165699e-2 | 20220601142848 | 20221008154249 | 1.090983032e9 | 3903.0 | wikitext | NULL | null |
| 6.8861084e7 | 0.0 | Rivers_of_Nihil_discography | 1.0 | 1.0 | 0.199407046268 | 20221021050950 | 20221018104650 | 1.047564309e9 | 41.0 | wikitext | NULL | null |
| 6.8861085e7 | 3.0 | 109.97.137.153 | 0.0 | 0.0 | 0.625455704213 | 20221026145423 | 20220913014600 | 1.047567055e9 | 784.0 | wikitext | NULL | null |
| 6.8861087e7 | 119.0 | Pocket_of_Lollipops | 0.0 | 0.0 | 0.598168388417 | 20221021144754 | 20220928033734 | 1.067380635e9 | 279.0 | wikitext | NULL | null |
| 6.8861088e7 | 3.0 | 42.201.249.84 | 0.0 | 1.0 | 0.569884454705 | 20220520223358 | 20221008154249 | 1.047564398e9 | 1000.0 | wikitext | NULL | null |
| 6.886109e7 | 3.0 | 1983littlemj | 0.0 | 0.0 | 0.513252441938 | 20220809232000 | 20221010150718 | 1.04757281e9 | 6971.0 | wikitext | NULL | null |
| 6.8861091e7 | 3.0 | 2405:205:C82D:553F:0:0:2629:68A4 | 0.0 | 1.0 | 0.951044663515 | 20220520213627 | 20221008154249 | 1.047564419e9 | 1213.0 | wikitext | NULL | null |
| 6.8861093e7 | 3.0 | Mobinabahari2007 | 0.0 | 1.0 | 0.183893817314 | 20220803125147 | 20220803125145 | 1.047564472e9 | 814.0 | wikitext | NULL | null |
| 6.8861094e7 | 2.0 | Slambo_312/sandbox | 0.0 | 1.0 | 0.31451408781 | 20221023093710 | 20220803125342 | 1.047564487e9 | 649.0 | wikitext | NULL | null |
| 6.8861095e7 | 11.0 | Charmap/sandbox | 1.0 | 1.0 | 0.461149556774 | 20221023093710 | 20220926111554 | 1.04756449e9 | 94.0 | wikitext | NULL | null |
| 6.8861096e7 | 6.0 | Arutz_24_logo.png | 0.0 | 1.0 | 0.587193919184 | 20221101064048 | 20221101064039 | 1.047564503e9 | 685.0 | wikitext | NULL | null |
| 6.8861097e7 | 4.0 | WikiProject_Spam/LinkReports/diplomi-ukr.com | 0.0 | 1.0 | 0.577406918431 | 20221023093710 | 20221024211651 | 1.047564514e9 | 882.0 | wikitext | NULL | null |
| 6.8861098e7 | 11.0 | Charmap/testcases | 1.0 | 1.0 | 0.568815933532 | 20221023093710 | 20220926111554 | 1.047564519e9 | 94.0 | wikitext | NULL | null |
| 6.8861099e7 | 2.0 | MauraWen/sandbox_Jens_Munk | 0.0 | 0.0 | 0.308689478004 | 20220728025147 | 20220728025146 | 1.047642099e9 | 0.0 | wikitext | NULL | null |
| 6.88611e7 | 2.0 | David0616 | 0.0 | 0.0 | 0.936660531026 | 20220728025147 | 20220728025145 | 1.048165054e9 | 0.0 | wikitext | NULL | null |
| 6.8861102e7 | 3.0 | 142.117.83.248 | 0.0 | 1.0 | 0.779504684666 | 20220520201706 | 20221008154249 | 1.047564722e9 | 980.0 | wikitext | NULL | null |
| 6.8861103e7 | 4.0 | WikiProject_Spam/LinkReports/chidiplomys.co | 0.0 | 1.0 | 0.170002422083 | 20221023093710 | 20221024211651 | 1.047564732e9 | 862.0 | wikitext | NULL | null |
| 6.8861104e7 | 2.0 | Moriiteusz/sandbox | 0.0 | 1.0 | 0.246552635691 | 20220728025147 | 20220728025146 | 1.047564738e9 | 126.0 | wikitext | NULL | null |
| 6.8861106e7 | 2.0 | UBX/Mammootty | 0.0 | 0.0 | 0.818161820266 | 20220728025147 | 20220728025146 | 1.048123754e9 | 656.0 | wikitext | NULL | null |
| 6.8861107e7 | 10.0 | Pitt-Porsche-924-944-968 | 0.0 | 0.0 | 0.35745623817 | 20221023074722 | 20221101064157 | 1.047603689e9 | 455.0 | wikitext | NULL | null |
| 6.8861108e7 | 3.0 | Yuriykolesn | 0.0 | 0.0 | 0.157824375333 | 20220825090443 | 20220825090441 | 1.047565565e9 | 1724.0 | wikitext | NULL | null |
| 6.8861109e7 | 3.0 | Maturescholar | 0.0 | 1.0 | 7.6482708854e-2 | 20220910174405 | 20221011101710 | 1.047564922e9 | 1694.0 | wikitext | NULL | null |
| 6.886111e7 | 4.0 | WikiProject_Spam/LinkReports/chidiplomys.com | 0.0 | 0.0 | 0.442736773133 | 20221023093710 | 20221024211651 | 1.068735569e9 | 1116.0 | wikitext | NULL | null |
| 6.8861111e7 | 3.0 | 2A02:C7E:16A3:6000:9D49:6279:873B:DADF | 0.0 | 1.0 | 0.849486279585 | 20220520222254 | 20221008154249 | 1.047564948e9 | 1003.0 | wikitext | NULL | null |
| 6.8861113e7 | 0.0 | Jean_Paul_Hobler | 1.0 | 1.0 | 0.289179563073 | 20221031121905 | 20221031121859 | 1.047565087e9 | 84.0 | wikitext | NULL | null |
| 6.8861114e7 | 1.0 | Andrée_Millar | 0.0 | 0.0 | 0.918885493177 | 20221021161300 | 20221012013039 | 1.047753235e9 | 335.0 | wikitext | NULL | null |
| 6.8861115e7 | 3.0 | 2607:FEA8:2B41:B570:923E:E36:D9C1:C371 | 0.0 | 1.0 | 0.1298600773 | 20220520221117 | 20221008154249 | 1.047565129e9 | 987.0 | wikitext | NULL | null |
| 6.8861116e7 | 3.0 | 2405:205:1281:D538:8C4D:2EBA:CA12:BB2F | 0.0 | 1.0 | 0.818269943236 | 20220803125150 | 20220803125148 | 1.047565144e9 | 754.0 | wikitext | NULL | null |
| 6.8861117e7 | 10.0 | 2021_World_Wrestling_Championships | 0.0 | 1.0 | 0.683163195517 | 20221021212824 | 20221021222504 | 1.047565145e9 | 3084.0 | wikitext | NULL | null |
| 6.8861119e7 | 4.0 | WikiProject_Spam/LinkReports/reeldrama.com | 0.0 | 1.0 | 0.968616957223 | 20221023093710 | 20221030150250 | 1.047565215e9 | 9323.0 | wikitext | NULL | null |
| 6.886112e7 | 3.0 | 174.88.48.194 | 0.0 | 1.0 | 0.616385814252 | 20220803125150 | 20220803125148 | 1.04756522e9 | 530.0 | wikitext | NULL | null |
| 6.8861121e7 | 0.0 | Listed_buildings_in_Barnsley_(Central_Ward) | 0.0 | 0.0 | 0.301613563899 | 20221025021906 | 20221025095607 | 1.109409216e9 | 54609.0 | wikitext | NULL | null |
| 6.8861122e7 | 10.0 | User_Central_African_Empire | 0.0 | 0.0 | 0.896534751239 | 20220930232633 | 20220930232630 | 1.047686644e9 | 618.0 | wikitext | NULL | null |
| 6.8861123e7 | 3.0 | Prayatnasoe123 | 0.0 | 1.0 | 0.738633505154 | 20220911065958 | 20220911065957 | 1.047565294e9 | 1166.0 | wikitext | NULL | null |
| 6.8861126e7 | 1.0 | Listed_buildings_in_Barnsley_(Central_Ward) | 0.0 | 0.0 | 0.765204076373 | 20221023093710 | 20220929112058 | 1.090601962e9 | 263.0 | wikitext | NULL | null |
| 6.8861128e7 | 0.0 | Tetilla_capillosa | 0.0 | 0.0 | 0.957410724573 | 20221023074722 | 20221010101746 | 1.091133939e9 | 2973.0 | wikitext | NULL | null |
| 6.8861129e7 | 14.0 | Adaptations_of_works_by_Charles_De_Coster | 0.0 | 1.0 | 0.79573803653 | 20221004153754 | 20220907025323 | 1.047565391e9 | 103.0 | wikitext | NULL | null |
| 6.886113e7 | 3.0 | KIttylover18916 | 0.0 | 1.0 | 0.612889521974 | 20221020153735 | 20221020153734 | 1.047565438e9 | 1096.0 | wikitext | NULL | null |
| 6.8861131e7 | 0.0 | (326732)_2003_HB6 | 1.0 | 0.0 | 0.465551005617 | 20221023093710 | 20221003060233 | 1.047565716e9 | 278.0 | wikitext | NULL | null |
| 6.8861132e7 | 11.0 | User_Central_African_Empire | 0.0 | 0.0 | 0.766677352447 | 20221027024549 | 20221027110843 | 1.047574978e9 | 105.0 | wikitext | NULL | null |
| 6.8861133e7 | 10.0 | Pitt-Porsche-924-944-968/doc | 0.0 | 1.0 | 0.650560051018 | 20221101064048 | 20221101064046 | 1.047565523e9 | 1524.0 | wikitext | NULL | null |
| 6.8861134e7 | 0.0 | 2021_Ecuadorian_prison_riot | 1.0 | 0.0 | 0.996969121116 | 20221017120853 | 20221017120852 | 1.055098058e9 | 50.0 | wikitext | NULL | null |
| 6.8861135e7 | 3.0 | 216.211.245.111 | 0.0 | 1.0 | 0.710983366049 | 20220520211512 | 20221008154249 | 1.047565613e9 | 1096.0 | wikitext | NULL | null |
| 6.8861136e7 | 14.0 | People_from_Angra_do_Heroísmo | 0.0 | 0.0 | 0.912121468154 | 20221024211515 | 20221024211619 | 1.048101052e9 | 240.0 | wikitext | NULL | null |
| 6.8861137e7 | 3.0 | 49.37.159.10 | 0.0 | 1.0 | 0.253278812142 | 20220803125150 | 20220803125149 | 1.047565687e9 | 676.0 | wikitext | NULL | null |
| 6.8861138e7 | 0.0 | Shanna_Swan | 0.0 | 0.0 | 0.890997308733 | 20221031211746 | 20221021055127 | 1.117341317e9 | 5518.0 | wikitext | NULL | null |
| 6.8861139e7 | 2.0 | Linanoisette/sandbox | 0.0 | 1.0 | 0.857319569261 | 20221023093710 | 20220803125343 | 1.047565724e9 | 579.0 | wikitext | NULL | null |
| 6.8861141e7 | 11.0 | Pitt-Porsche-924-944-968 | 0.0 | 1.0 | 0.567553974446 | 20221023135015 | 20221026140056 | 1.047565779e9 | 27.0 | wikitext | NULL | null |
| 6.8861142e7 | 3.0 | Slambo_312 | 0.0 | 0.0 | 0.391452734907 | 20221017141655 | 20221030074922 | 1.047594908e9 | 2387.0 | wikitext | NULL | null |
| 6.8861143e7 | 11.0 | Pitt-Porsche-924-944-968/doc | 1.0 | 1.0 | 0.443931678698 | 20220930232633 | 20220930232631 | 1.04756581e9 | 52.0 | wikitext | NULL | null |
| 6.8861144e7 | 3.0 | SmokinLikeWilKvng | 0.0 | 0.0 | 0.177138607698 | 20220913101409 | 20221003060232 | 1.082358249e9 | 6807.0 | wikitext | NULL | null |
| 6.8861145e7 | 3.0 | 2409:4040:E1E:828:0:0:CB8A:4106 | 0.0 | 1.0 | 0.794787493752 | 20220520213719 | 20221008154249 | 1.047565958e9 | 910.0 | wikitext | NULL | null |
| 6.8861146e7 | 2.0 | AloofBidoof/Lake_Balaton/Bibliography | 0.0 | 1.0 | 0.182562997735 | 20221023093710 | 20221003060232 | 1.047566049e9 | 639.0 | wikitext | NULL | null |
| 6.8861147e7 | 2.0 | Abtiw15218 | 0.0 | 1.0 | 0.824630748309 | 20220728025147 | 20220728025145 | 1.047566077e9 | 83.0 | wikitext | NULL | null |
| 6.8861148e7 | 3.0 | 213.162.73.206 | 0.0 | 1.0 | 0.166757245612 | 20220803125150 | 20220803125148 | 1.047566143e9 | 367.0 | wikitext | NULL | null |
| 6.8861149e7 | 3.0 | Cristianmusician | 0.0 | 1.0 | 0.925253650884 | 20220803125150 | 20220803125149 | 1.047566153e9 | 831.0 | wikitext | NULL | null |
| 6.886115e7 | 3.0 | 87.119.179.153 | 0.0 | 1.0 | 0.674256523774 | 20220803125150 | 20220803125149 | 1.047566257e9 | 567.0 | wikitext | NULL | null |
| 6.8861151e7 | 3.0 | 51.154.161.92 | 0.0 | 1.0 | 0.882245928298 | 20220520224220 | 20221008154249 | 1.047566303e9 | 1088.0 | wikitext | NULL | null |
| 6.8861153e7 | 14.0 | Self-contradictory_articles_from_April_2015 | 0.0 | 1.0 | 0.934802860689 | 20221023093710 | 20221005165456 | 1.047566352e9 | 29.0 | wikitext | NULL | null |
| 6.8861154e7 | 0.0 | Funeral_Ceremonies | 0.0 | 0.0 | 0.809580931206 | 20221026145423 | 20221016030457 | 1.111262145e9 | 5006.0 | wikitext | NULL | null |
| 6.8861155e7 | 3.0 | Atlantisandlemuria | 0.0 | 0.0 | 0.553803577295 | 20220904212513 | 20220904212513 | 1.108519782e9 | 4568.0 | wikitext | NULL | null |
| 6.8861156e7 | 0.0 | Abdorrasul_Zarrin | 0.0 | 0.0 | 0.515135012352 | 20221030120304 | 20221030120515 | 1.115686123e9 | 9600.0 | wikitext | NULL | null |
| 6.8861157e7 | 2.0 | Elixeral | 0.0 | 0.0 | 0.201855615703 | 20221023074722 | 20221010223513 | 1.047570167e9 | 506.0 | wikitext | NULL | null |
| 6.8861158e7 | 0.0 | Banque_du_Peuple | 1.0 | 0.0 | 8.5765610088e-2 | 20221024090256 | 20221024090254 | 1.051407049e9 | 78.0 | wikitext | NULL | null |
| 6.8861159e7 | 0.0 | National_Board_of_Student_Aid_(Sweden) | 1.0 | 1.0 | 0.998253717698 | 20221031211508 | 20221031133405 | 1.04756657e9 | 99.0 | wikitext | NULL | null |
| 6.886116e7 | 1.0 | National_Board_of_Student_Aid_(Sweden) | 1.0 | 1.0 | 8.6297795541e-2 | 20221023093710 | 20221031133441 | 1.047566574e9 | 104.0 | wikitext | NULL | null |
| 6.8861161e7 | 1.0 | RAWGraphs | 0.0 | 0.0 | 0.190756542716 | 20221029204943 | 20221029210449 | 1.074099999e9 | 493.0 | wikitext | NULL | null |
| 6.8861162e7 | 1.0 | I'm_the_Villainess,_So_I'm_Taming_the_Final_Boss | 0.0 | 0.0 | 0.284891589071 | 20221023001504 | 20221023001505 | 1.117672205e9 | 359.0 | wikitext | NULL | null |
| 6.8861163e7 | 0.0 | Kurdistan_Democratic_Independence_Party_(PASOK) | 0.0 | 0.0 | 0.873379599362 | 20221031093844 | 20221014074945 | 1.062473696e9 | 2611.0 | wikitext | NULL | null |
| 6.8861164e7 | 0.0 | (285571)_2000_PQ9 | 1.0 | 0.0 | 0.767397309544 | 20221023093710 | 20221003060233 | 1.047566929e9 | 278.0 | wikitext | NULL | null |
| 6.8861165e7 | 2.0 | Aggreybusiingeofficial | 0.0 | 1.0 | 0.528593417482 | 20220728025147 | 20220728025145 | 1.04756671e9 | 15.0 | wikitext | NULL | null |
| 6.8861166e7 | 1.0 | Sugar_Apple_Fairy_Tale | 0.0 | 1.0 | 0.4809985768 | 20221021144754 | 20221011075753 | 1.047566773e9 | 87.0 | wikitext | NULL | null |
| 6.8861167e7 | 0.0 | 1951_South_Sydney_season | 0.0 | 0.0 | 0.547547941329 | 20221023074722 | 20221012090356 | 1.091700784e9 | 12682.0 | wikitext | NULL | null |
| 6.8861168e7 | 3.0 | 194.230.103.220 | 0.0 | 0.0 | 0.147607203446 | 20220522110425 | 20221008154249 | 1.066650279e9 | 1926.0 | wikitext | NULL | null |
| 6.8861169e7 | 1.0 | Shanna_Swan | 0.0 | 0.0 | 0.395668260268 | 20221023093710 | 20220920165455 | 1.097331285e9 | 146.0 | wikitext | NULL | null |
| 6.886117e7 | 0.0 | Dea_Liane | 1.0 | 0.0 | 0.669896387246 | 20221018213727 | 20221018213726 | 1.064351223e9 | 39.0 | wikitext | NULL | null |
| 6.8861172e7 | 1.0 | Dea_Liane | 0.0 | 0.0 | 4.1747161777e-2 | 20221023093710 | 20220808033124 | 1.047682887e9 | 162.0 | wikitext | NULL | null |
| 6.8861173e7 | 3.0 | 121.200.26.188 | 0.0 | 0.0 | 0.192103902174 | 20220520200220 | 20221008154249 | 1.047568066e9 | 3198.0 | wikitext | NULL | null |
| 6.8861174e7 | 3.0 | Popsmoke2 | 0.0 | 1.0 | 0.516559962762 | 20221020153735 | 20221020153734 | 1.047567486e9 | 1096.0 | wikitext | NULL | null |
| 6.8861176e7 | 2.0 | Saradhanjana/sandbox | 0.0 | 0.0 | 0.338065007535 | 20221023074722 | 20221003152347 | 1.048122257e9 | 3167.0 | wikitext | NULL | null |
| 6.8861177e7 | 1.0 | These_Things_Happen_Too | 0.0 | 0.0 | 0.696546951809 | 20221021144754 | 20221004114451 | 1.048239607e9 | 85.0 | wikitext | NULL | null |
| 6.8861178e7 | 2.0 | Johnthegayman/sandbox | 0.0 | 1.0 | 0.658826963067 | 20221023093710 | 20220803125344 | 1.047567563e9 | 108.0 | wikitext | NULL | null |
| 6.8861181e7 | 2.0 | Abantesigmano/sandbox | 0.0 | 0.0 | 0.423609426997 | 20221023074722 | 20221003152347 | 1.049216135e9 | 429.0 | wikitext | NULL | null |
| 6.8861182e7 | 3.0 | 2A01:4C8:829:8713:A121:7E5F:1F81:C5B3 | 0.0 | 1.0 | 0.495858654361 | 20220803125150 | 20220803125148 | 1.047567754e9 | 641.0 | wikitext | NULL | null |
| 6.8861183e7 | 2.0 | O'Dea/Sandbox/Rathfarnham | 0.0 | 0.0 | 0.272839949618 | 20220728025147 | 20220728025146 | 1.047569197e9 | 0.0 | wikitext | NULL | null |
| 6.8861184e7 | 3.0 | 62.254.149.226 | 0.0 | 0.0 | 0.970432828794 | 20221007154646 | 20221007154646 | 1.114652569e9 | 12867.0 | wikitext | NULL | null |
| 6.8861185e7 | 3.0 | Drebullient21 | 0.0 | 1.0 | 0.925999831436 | 20220910174405 | 20221011101710 | 1.047567846e9 | 1528.0 | wikitext | NULL | null |
| 6.8861186e7 | 0.0 | Barnabáš_Lacík | 0.0 | 1.0 | 0.534405990275 | 20221031200508 | 20221023001722 | 1.04756785e9 | 2079.0 | wikitext | NULL | null |
| 6.8861187e7 | 3.0 | 136.158.42.168 | 0.0 | 1.0 | 0.284511319779 | 20220520201402 | 20221008154249 | 1.047567851e9 | 1372.0 | wikitext | NULL | null |
| 6.886119e7 | 3.0 | 49.156.99.118 | 0.0 | 1.0 | 0.576359413822 | 20220520223802 | 20221008154249 | 1.047567968e9 | 1318.0 | wikitext | NULL | null |
| 6.8861191e7 | 3.0 | Fatimah2222.x | 0.0 | 0.0 | 0.424520559629 | 20220917231312 | 20221010150718 | 1.047568846e9 | 6121.0 | wikitext | NULL | null |
| 6.8861192e7 | 3.0 | Official_Rakib | 0.0 | 1.0 | 0.483211031178 | 20220803125150 | 20220803125149 | 1.047568074e9 | 699.0 | wikitext | NULL | null |
| 6.8861193e7 | 3.0 | Snooker_coordinator | 0.0 | 1.0 | 0.660832736988 | 20221020153739 | 20221020153738 | 1.047568137e9 | 2850.0 | wikitext | NULL | null |
| 6.8861194e7 | 3.0 | 203.177.252.230 | 0.0 | 1.0 | 0.260818790199 | 20220520210344 | 20221008154249 | 1.047568327e9 | 1413.0 | wikitext | NULL | null |
| 6.8861195e7 | 3.0 | 2405:201:5500:B1DC:A427:DB01:C70C:95FF | 0.0 | 1.0 | 0.413955142467 | 20220520213446 | 20221008154249 | 1.047568344e9 | 1004.0 | wikitext | NULL | null |
| 6.8861196e7 | 3.0 | 2A01:4C8:C8D:784E:395B:15C6:503F:6AA8 | 0.0 | 1.0 | 0.88818020391 | 20220520222004 | 20221008154249 | 1.047568349e9 | 1035.0 | wikitext | NULL | null |
| 6.8861197e7 | 3.0 | 142.255.40.152 | 0.0 | 1.0 | 0.880738020072 | 20220520201755 | 20221008154249 | 1.04756842e9 | 896.0 | wikitext | NULL | null |
| 6.8861199e7 | 3.0 | DBYZ | 0.0 | 0.0 | 0.67393525601 | 20221020153739 | 20221020153737 | 1.063201252e9 | 2587.0 | wikitext | NULL | null |
| 6.88612e7 | 3.0 | My.bh1307 | 0.0 | 1.0 | 7.7617059823e-2 | 20221018143335 | 20221018143334 | 1.047568445e9 | 4672.0 | wikitext | NULL | null |
| 6.8861201e7 | 0.0 | Alqabas | 1.0 | 1.0 | 0.137252332236 | 20221026202856 | 20221026202855 | 1.047568456e9 | 69.0 | wikitext | NULL | null |
| 6.8861202e7 | 1.0 | Alqabas | 1.0 | 1.0 | 0.592292562805 | 20221023093710 | 20221026204734 | 1.047568458e9 | 74.0 | wikitext | NULL | null |
| 6.8861204e7 | 1.0 | Mackenzie_Evangelical_College_of_Paraná | 0.0 | 0.0 | 0.926969710693 | 20221021144754 | 20220829095130 | 1.052178294e9 | 757.0 | wikitext | NULL | null |
| 6.8861205e7 | 3.0 | Oshansandipa | 0.0 | 1.0 | 0.366734327553 | 20220803125150 | 20220803125149 | 1.047568511e9 | 4888.0 | wikitext | NULL | null |
| 6.8861206e7 | 3.0 | 106.193.129.171 | 0.0 | 1.0 | 0.337492356489 | 20220520194535 | 20221008154249 | 1.047568595e9 | 1047.0 | wikitext | NULL | null |
| 6.8861209e7 | 0.0 | Blauw-Wit_Beursbengels | 1.0 | 0.0 | 7.2446305381e-2 | 20221026224339 | 20221026224338 | 1.047743497e9 | 74.0 | wikitext | NULL | null |
| 6.886121e7 | 1.0 | Blauw-Wit_Beursbengels | 1.0 | 0.0 | 0.188104267146 | 20221004085508 | 20221004085506 | 1.047748355e9 | 32.0 | wikitext | NULL | null |
| 6.8861211e7 | 0.0 | Petrol_panic | 1.0 | 0.0 | 0.186349512546 | 20221101042741 | 20221018102534 | 1.050348684e9 | 52.0 | wikitext | NULL | null |
| 6.8861212e7 | 1.0 | Informationism | 0.0 | 0.0 | 9.8279050912e-2 | 20221023093710 | 20221008124051 | 1.04758989e9 | 252.0 | wikitext | NULL | null |
| 6.8861213e7 | 3.0 | Cyrusvidallo | 0.0 | 0.0 | 0.104725212006 | 20220917231312 | 20221010150718 | 1.078878861e9 | 5370.0 | wikitext | NULL | null |
| 6.8861214e7 | 3.0 | Dj_Caboo | 0.0 | 1.0 | 0.726681395395 | 20220803125150 | 20220803125149 | 1.047568803e9 | 4864.0 | wikitext | NULL | null |
| 6.8861215e7 | 1.0 | Paka_(River_of_Blood) | 0.0 | 0.0 | 0.744205260423 | 20221021144754 | 20221011073130 | 1.061308086e9 | 113.0 | wikitext | NULL | null |
| 6.8861216e7 | 3.0 | RothariumCF | 0.0 | 0.0 | 4.7149303519e-2 | 20221020153739 | 20221020153738 | 1.063201258e9 | 2587.0 | wikitext | NULL | null |
| 6.8861218e7 | 1.0 | Dataism | 0.0 | 0.0 | 0.625787272897 | 20221027214034 | 20221028015825 | 1.047619671e9 | 592.0 | wikitext | NULL | null |
| 6.8861219e7 | 3.0 | Çıtır_Kuruyemiş | 0.0 | 0.0 | 2.3337589586e-2 | 20220803125150 | 20220803125149 | 1.047592238e9 | 1991.0 | wikitext | NULL | null |
| 6.886122e7 | 1.0 | Sanctus_(species) | 0.0 | 0.0 | 0.195594263183 | 20221021144754 | 20220808033124 | 1.047661482e9 | 207.0 | wikitext | NULL | null |
| 6.8861221e7 | 0.0 | Nick_McCloud | 0.0 | 0.0 | 0.535065289001 | 20221031185426 | 20221031201120 | 1.119234093e9 | 5266.0 | wikitext | NULL | null |
| 6.8861222e7 | 6.0 | Jimmy_Dean_baseball.jpg | 0.0 | 0.0 | 0.398933181182 | 20221101064103 | 20221101064054 | 1.049134722e9 | 523.0 | wikitext | NULL | null |
| 6.8861223e7 | 118.0 | List_of_American_Samoa_international_footballers | 1.0 | 1.0 | 0.959454885324 | 20221023093710 | 20220926111554 | 1.047569077e9 | 109.0 | wikitext | NULL | null |
| 6.8861224e7 | 6.0 | Sugar_Apple_Fairy_Tale_light_novel_volume_1_cover.jpg | 0.0 | 0.0 | 0.622304182553 | 20221023093710 | 20220724114808 | 1.049135992e9 | 823.0 | wikitext | NULL | null |
| 6.8861225e7 | 3.0 | Muneeriaha | 0.0 | 1.0 | 0.284548724445 | 20221018143335 | 20221018143334 | 1.047569127e9 | 4573.0 | wikitext | NULL | null |
| 6.8861226e7 | 3.0 | 2001:4451:711:FF00:B9BF:1E57:3391:8354 | 0.0 | 1.0 | 9.0238491785e-2 | 20221101064103 | 20221101064050 | 1.047569167e9 | 1120.0 | wikitext | NULL | null |
| 6.8861227e7 | 0.0 | Unification_of_Germany_(1871) | 1.0 | 0.0 | 0.23100564693 | 20221025054139 | 20221006071040 | 1.047665935e9 | 74.0 | wikitext | NULL | null |
| 6.8861228e7 | 1.0 | Unification_of_Germany_(1871) | 0.0 | 1.0 | 0.801136422725 | 20221021144754 | 20220828115937 | 1.047569174e9 | 60.0 | wikitext | NULL | null |
| 6.8861229e7 | 4.0 | WikiProject_Opera/SotM/October2021 | 0.0 | 1.0 | 0.139475203152 | 20220712205541 | 20221001064658 | 1.047569175e9 | 629.0 | wikitext | NULL | null |
| 6.886123e7 | 1.0 | Nick_McCloud | 0.0 | 0.0 | 0.993796185815 | 20221027063132 | 20221027154624 | 1.107821221e9 | 496.0 | wikitext | NULL | null |
| 6.8861231e7 | 0.0 | Santa_Rita_Ranch,_Texas | 0.0 | 0.0 | 0.339660693995 | 20221023074722 | 20221002214219 | 1.113706383e9 | 3286.0 | wikitext | NULL | null |
| 6.8861233e7 | 0.0 | Santa_Rita_Ranch | 1.0 | 1.0 | 0.527985029601 | 20221018165754 | 20221018165753 | 1.047569316e9 | 37.0 | wikitext | NULL | null |
| 6.8861234e7 | 0.0 | Jimmy_Dean_(baseball) | 0.0 | 0.0 | 0.197508780412 | 20221101064104 | 20221101064213 | 1.071935189e9 | 2685.0 | wikitext | NULL | null |
| 6.8861235e7 | 1.0 | Jimmy_Dean_(baseball) | 0.0 | 0.0 | 0.857538996596 | 20221021144754 | 20220921193718 | 1.092541953e9 | 152.0 | wikitext | NULL | null |
| 6.8861236e7 | 4.0 | WikiProject_Opera/OotM/October2021 | 0.0 | 0.0 | 0.742397000448 | 20220825090443 | 20220825090441 | 1.074547987e9 | 527.0 | wikitext | NULL | null |
| 6.8861237e7 | 3.0 | 212.139.107.222 | 0.0 | 0.0 | 0.520387612315 | 20220522112336 | 20221008154249 | 1.067907895e9 | 1092.0 | wikitext | NULL | null |
| 6.8861238e7 | 3.0 | 2600:1700:8E70:1C60:98E4:847:6709:2392 | 0.0 | 1.0 | 0.653851227756 | 20221020153739 | 20221020153737 | 1.047569538e9 | 1358.0 | wikitext | NULL | null |
| 6.886124e7 | 3.0 | 49.144.101.200 | 0.0 | 1.0 | 0.123016462189 | 20220520223724 | 20221008154249 | 1.047569754e9 | 1142.0 | wikitext | NULL | null |
| 6.8861241e7 | 1.0 | Aperregi | 0.0 | 1.0 | 0.341637360838 | 20221023093710 | 20221017050852 | 1.04756978e9 | 75.0 | wikitext | NULL | null |
| 6.8861242e7 | 3.0 | 106.206.200.245 | 0.0 | 0.0 | 7.9455857638e-2 | 20220520194556 | 20221008154249 | 1.047570048e9 | 1921.0 | wikitext | NULL | null |
| 6.8861244e7 | 0.0 | Watthana_Nakhon_railway_station | 0.0 | 0.0 | 0.768673755786 | 20221023074722 | 20221006195758 | 1.062250408e9 | 1397.0 | wikitext | NULL | null |
| 6.8861245e7 | 0.0 | Border_abolitionism | 1.0 | 1.0 | 0.51347671272 | 20221017181354 | 20221017181353 | 1.047569901e9 | 25.0 | wikitext | NULL | null |
| 6.8861246e7 | 3.0 | 67.9.33.134 | 0.0 | 1.0 | 0.640919888816 | 20220924045256 | 20221008154249 | 1.047569904e9 | 1101.0 | wikitext | NULL | null |
| 6.8861247e7 | 3.0 | Lukejohnb | 0.0 | 0.0 | 0.966817565856 | 20221018143335 | 20221018143333 | 1.04812191e9 | 5607.0 | wikitext | NULL | null |
| 6.8861248e7 | 0.0 | Boyfriend_(EP) | 1.0 | 1.0 | 0.617102514738 | 20221025185104 | 20221017181458 | 1.047569919e9 | 18.0 | wikitext | NULL | null |
| 6.8861249e7 | 0.0 | Border_abolition | 1.0 | 1.0 | 0.484774287438 | 20221017181354 | 20221017181353 | 1.047569933e9 | 25.0 | wikitext | NULL | null |
| 6.886125e7 | 0.0 | Boyfriend_(CKay_EP) | 1.0 | 1.0 | 0.751719313186 | 20221025185104 | 20221017181458 | 1.047569956e9 | 18.0 | wikitext | NULL | null |
| 6.8861251e7 | 6.0 | Rodney_Franklin_The_Groove.jpg | 0.0 | 0.0 | 0.775837687295 | 20221101064103 | 20221101064058 | 1.049135777e9 | 261.0 | wikitext | NULL | null |
| 6.8861253e7 | 3.0 | 2.51.100.71 | 0.0 | 0.0 | 0.386120262513 | 20220913101409 | 20221008154249 | 1.049034209e9 | 4099.0 | wikitext | NULL | null |
| 6.8861254e7 | 3.0 | Zenkai.vis | 0.0 | 1.0 | 0.716432042645 | 20220803125150 | 20220803125149 | 1.047570092e9 | 795.0 | wikitext | NULL | null |
| 6.8861255e7 | 0.0 | Dickie_Moltisanti | 1.0 | 1.0 | 8.5936212898e-2 | 20221031204923 | 20221018070338 | 1.047570098e9 | 64.0 | wikitext | NULL | null |
| 6.8861256e7 | 1.0 | Mucus_fishing_syndrome | 0.0 | 0.0 | 0.135459342002 | 20221021144754 | 20220829095139 | 1.048126693e9 | 370.0 | wikitext | NULL | null |
| 6.8861257e7 | 2.0 | Cone.exe | 0.0 | 1.0 | 0.20280217003 | 20220728025147 | 20220728025145 | 1.047570232e9 | 200.0 | wikitext | NULL | null |
| 6.8861258e7 | 0.0 | Faustina_Rehuher-Marugg | 1.0 | 0.0 | 0.785963788889 | 20221018214957 | 20221018214955 | 1.048951836e9 | 57.0 | wikitext | NULL | null |
| 6.8861259e7 | 119.0 | Scott_Seiss | 0.0 | 0.0 | 0.268538015405 | 20221023135015 | 20221026140056 | 1.079750477e9 | 177.0 | wikitext | NULL | null |
| 6.8861261e7 | 0.0 | Erkin_Tuniyaz | 0.0 | 0.0 | 0.314431987325 | 20221028134415 | 20221028134742 | 1.117709857e9 | 6115.0 | wikitext | NULL | null |
| 6.8861262e7 | 0.0 | Nong_Sang_railway_station | 0.0 | 0.0 | 0.671846718707 | 20221023074722 | 20221006195758 | 1.062250098e9 | 1364.0 | wikitext | NULL | null |
| 6.8861263e7 | 0.0 | Matthew_Smith | 0.0 | 0.0 | 0.275415680888 | 20221011054852 | 20221006152641 | 1.109493971e9 | 3273.0 | wikitext | NULL | null |
| 6.8861264e7 | 3.0 | Allthisnmore | 0.0 | 1.0 | 0.507221481034 | 20220803125150 | 20220803125149 | 1.047570484e9 | 2114.0 | wikitext | NULL | null |
| 6.8861265e7 | 4.0 | WikiProject_Opera/OotM/November2021 | 0.0 | 0.0 | 5.1560827547e-2 | 20220930232633 | 20220930232630 | 1.05392793e9 | 501.0 | wikitext | NULL | null |
| 6.8861266e7 | 2.0 | MD380/Peer_review_response | 0.0 | 1.0 | 1.5915246255e-2 | 20220728025147 | 20220728025146 | 1.047570586e9 | 1320.0 | wikitext | NULL | null |
| 6.8861267e7 | 0.0 | Caravaggio_(song) | 1.0 | 1.0 | 5.8513223111e-2 | 20221018063525 | 20221018063524 | 1.047570654e9 | 41.0 | wikitext | NULL | null |
| 6.8861268e7 | 0.0 | Matt_Smith_(disambiguation) | 1.0 | 0.0 | 0.779985103825 | 20221031131412 | 20221031131406 | 1.072194209e9 | 74.0 | wikitext | NULL | null |
| 6.8861269e7 | 0.0 | Government_College_of_Education,_Komarapalayam | 0.0 | 0.0 | 0.792413523322 | 20221023074722 | 20221015083512 | 1.092178413e9 | 3784.0 | wikitext | NULL | null |
| 6.886127e7 | 0.0 | Thomas_Burton_(16th_century_MP) | 0.0 | 0.0 | 0.470640426691 | 20221028074243 | 20221028174027 | 1.081858699e9 | 4883.0 | wikitext | NULL | null |
| 6.8861271e7 | 4.0 | WikiProject_Opera/OotM/December2021 | 0.0 | 0.0 | 0.859540386621 | 20220930232633 | 20220930232630 | 1.058929499e9 | 501.0 | wikitext | NULL | null |
| 6.8861272e7 | 3.0 | 4glorybound | 0.0 | 1.0 | 1.7730772921e-2 | 20220803125150 | 20220803125149 | 1.047570683e9 | 848.0 | wikitext | NULL | null |
| 6.8861273e7 | 3.0 | MariyaKapadia | 0.0 | 0.0 | 0.803715223697 | 20221023093710 | 20221018143338 | 1.047570826e9 | 5071.0 | wikitext | NULL | null |
| 6.8861274e7 | 0.0 | Caravaggio_(1.Cuz_song) | 1.0 | 1.0 | 0.143515280666 | 20221018063525 | 20221018063524 | 1.047570698e9 | 19.0 | wikitext | NULL | null |
| 6.8861275e7 | 4.0 | WikiProject_Women_in_Red/Metrics/October_2021 | 0.0 | 0.0 | 7.9451577497e-2 | 20221027132800 | 20221031132704 | 1.118523997e9 | 44109.0 | wikitext | NULL | null |
| 6.8861276e7 | 0.0 | Berlinia_grandiflora | 0.0 | 0.0 | 0.711850619294 | 20221031201239 | 20221031202143 | 1.071049562e9 | 2781.0 | wikitext | NULL | null |
| 6.8861278e7 | 0.0 | Ban_Dong_Bang_railway_station | 0.0 | 0.0 | 0.706852665157 | 20221023074722 | 20221009224542 | 1.115118647e9 | 1431.0 | wikitext | NULL | null |
| 6.8861279e7 | 4.0 | WikiProject_Opera/OotM/January2022 | 0.0 | 0.0 | 0.435848781725 | 20220930232633 | 20220930232630 | 1.062465836e9 | 500.0 | wikitext | NULL | null |
| 6.886128e7 | 0.0 | Zhang_Jianmin | 0.0 | 0.0 | 0.301344026944 | 20221027214104 | 20221027235739 | 1.073372152e9 | 4178.0 | wikitext | NULL | null |
| 6.8861281e7 | 2.0 | Joeytje50/JWB.js/i18n-it.js | 0.0 | 1.0 | 0.670529959486 | 20220728025147 | 20220728025146 | 1.047570865e9 | 12220.0 | javascript | NULL | null |
| 6.8861282e7 | 1.0 | Thomas_Burton_(16th_century_MP) | 0.0 | 0.0 | 9.350098045e-3 | 20221021144754 | 20220921193720 | 1.048924766e9 | 172.0 | wikitext | NULL | null |
| 6.8861283e7 | 0.0 | Deng_Jianjun | 0.0 | 0.0 | 0.267661179324 | 20221027214104 | 20221027235739 | 1.093463681e9 | 3647.0 | wikitext | NULL | null |
| 6.8861284e7 | 4.0 | WikiProject_Opera/SotM/November2021 | 0.0 | 0.0 | 0.502803439878 | 20220712205541 | 20221001064658 | 1.053210325e9 | 630.0 | wikitext | NULL | null |
| 6.8861285e7 | 3.0 | 43.245.249.1 | 0.0 | 0.0 | 4.9054269556e-2 | 20221019154858 | 20221019154858 | 1.117033247e9 | 11654.0 | wikitext | NULL | null |
| 6.8861286e7 | 0.0 | Michela_De_Rossi | 0.0 | 0.0 | 8.2959157203e-2 | 20221023074722 | 20221009074034 | 1.110917445e9 | 4008.0 | wikitext | NULL | null |
| 6.8861287e7 | 3.0 | 49.195.224.203 | 0.0 | 0.0 | 0.307749642374 | 20220911065958 | 20220911065957 | 1.048218164e9 | 596.0 | wikitext | NULL | null |
| 6.8861288e7 | 3.0 | 87.252.98.132 | 0.0 | 1.0 | 0.689187194443 | 20220521003633 | 20221008154249 | 1.047571024e9 | 982.0 | wikitext | NULL | null |
| 6.8861289e7 | 14.0 | 1909_Western_(genre)_films | 0.0 | 0.0 | 0.553211356372 | 20221023093710 | 20221004143823 | 1.048131261e9 | 167.0 | wikitext | NULL | null |
| 6.886129e7 | 0.0 | Mao_Jingwen | 0.0 | 0.0 | 0.946978053248 | 20221023074722 | 20221029034229 | 1.073372185e9 | 3579.0 | wikitext | NULL | null |
| 6.8861291e7 | 15.0 | 1909_Western_(genre)_films | 0.0 | 1.0 | 7.0420955403e-2 | 20221021144754 | 20221011073130 | 1.047571088e9 | 145.0 | wikitext | NULL | null |
| 6.8861292e7 | 2.0 | Jjfap02 | 0.0 | 0.0 | 0.21021837675 | 20220728025147 | 20220728025146 | 1.047572108e9 | 0.0 | wikitext | NULL | null |
| 6.8861293e7 | 0.0 | Prachantakham_railway_station | 0.0 | 0.0 | 2.9569522751e-2 | 20221023074722 | 20221006164258 | 1.062250108e9 | 1397.0 | wikitext | NULL | null |
| 6.8861294e7 | 0.0 | Mennekes_connector | 1.0 | 1.0 | 0.480868260488 | 20221018094340 | 20221018094339 | 1.047571125e9 | 30.0 | wikitext | NULL | null |
| 6.8861295e7 | 14.0 | Hebei_GEO_University_alumni | 0.0 | 1.0 | 0.184394101198 | 20221004174814 | 20221004174814 | 1.047571177e9 | 77.0 | wikitext | NULL | null |
| 6.8861297e7 | 0.0 | Koreatwon,_Flushing | 1.0 | 1.0 | 0.182418631803 | 20221018090411 | 20221018090411 | 1.04757122e9 | 31.0 | wikitext | NULL | null |
| 6.8861298e7 | 2.0 | JonasfromDublin | 0.0 | 0.0 | 0.575161025232 | 20220701113736 | 20220929053435 | 1.04847656e9 | 680.0 | wikitext | NULL | null |
| 6.8861299e7 | 14.0 | Hebei_GEO_University | 0.0 | 0.0 | 0.776072979072 | 20221004153754 | 20220906115717 | 1.048248632e9 | 81.0 | wikitext | NULL | null |
| 6.88613e7 | 2.0 | Daniel_Phantom/be_bold | 0.0 | 0.0 | 6.55843e-4 | 20220728025147 | 20220728025145 | 1.047571428e9 | 102.0 | wikitext | NULL | null |
| 6.8861301e7 | 3.0 | Udaibkhattak47 | 0.0 | 1.0 | 0.863627172946 | 20220911065958 | 20220911065957 | 1.047571253e9 | 1332.0 | wikitext | NULL | null |
| 6.8861302e7 | 3.0 | 2601:CF:8480:4FE0:0:0:0:ADA0 | 0.0 | 1.0 | 0.54934820989 | 20220803125150 | 20220803125148 | 1.047571266e9 | 2042.0 | wikitext | NULL | null |
| 6.8861303e7 | 4.0 | WikiProject_Opera/SotM/December2021 | 0.0 | 0.0 | 0.205011840495 | 20220712205541 | 20221001064658 | 1.058929644e9 | 630.0 | wikitext | NULL | null |
| 6.8861304e7 | 14.0 | Xi'an_University_of_Technology_faculty | 0.0 | 1.0 | 0.924229140718 | 20221004204156 | 20221004204155 | 1.047571315e9 | 51.0 | wikitext | NULL | null |
| 6.8861305e7 | 2.0 | Victuallers/sandboxada | 0.0 | 0.0 | 0.866299870286 | 20221027194953 | 20221027195135 | 1.047944226e9 | 5130.0 | wikitext | NULL | null |
| 6.8861306e7 | 14.0 | Works_based_on_The_Blue_Bird_(play) | 0.0 | 1.0 | 0.976285512658 | 20221004153754 | 20220909160223 | 1.047571337e9 | 217.0 | wikitext | NULL | null |
| 6.8861307e7 | 3.0 | The_aliens12 | 0.0 | 1.0 | 0.639515287834 | 20221020153739 | 20221020153738 | 1.047571349e9 | 1096.0 | wikitext | NULL | null |
| 6.8861308e7 | 3.0 | 139.216.147.152 | 0.0 | 0.0 | 0.973054802866 | 20220809020059 | 20221008154249 | 1.04757193e9 | 1851.0 | wikitext | NULL | null |
| 6.886131e7 | 0.0 | Alexandra_Intrator | 1.0 | 1.0 | 0.852416805851 | 20221017123344 | 20221017123344 | 1.047571389e9 | 39.0 | wikitext | NULL | null |
| 6.8861311e7 | 3.0 | 12yellow34 | 0.0 | 1.0 | 0.430878618675 | 20220909152227 | 20220803125148 | 1.047571394e9 | 2122.0 | wikitext | NULL | null |
| 6.8861312e7 | 0.0 | Khok_Makok_railway_station | 0.0 | 0.0 | 0.825873564314 | 20221023074722 | 20221006195758 | 1.062250089e9 | 1388.0 | wikitext | NULL | null |
| 6.8861313e7 | 3.0 | Barbarelarino | 0.0 | 0.0 | 0.200094277387 | 20221020153739 | 20221020153737 | 1.093575832e9 | 6196.0 | wikitext | NULL | null |
| 6.8861314e7 | 0.0 | Lauren_DiMario | 1.0 | 1.0 | 0.582812103222 | 20221018090904 | 20221018090903 | 1.047571453e9 | 39.0 | wikitext | NULL | null |
| 6.8861316e7 | 1.0 | 2021_Georgian_local_elections | 0.0 | 1.0 | 4.4789110454e-2 | 20221021144754 | 20221002174735 | 1.047571475e9 | 48.0 | wikitext | NULL | null |
| 6.8861317e7 | 0.0 | Johnny_Soprano | 1.0 | 1.0 | 0.972120480791 | 20221031204923 | 20221018085002 | 1.04757149e9 | 56.0 | wikitext | NULL | null |
| 6.886132e7 | 3.0 | 2A04:4A43:4B0F:CFEE:F504:F269:8BBD:BB24 | 0.0 | 1.0 | 0.638094985879 | 20220809020059 | 20220803125149 | 1.047571538e9 | 822.0 | wikitext | NULL | null |
| 6.8861321e7 | 4.0 | WikiProject_Opera/SotM/January2022 | 0.0 | 0.0 | 0.510326792293 | 20220712205541 | 20221001064658 | 1.062465983e9 | 629.0 | wikitext | NULL | null |
| 6.8861322e7 | 14.0 | 1908_Western_(genre)_films | 0.0 | 0.0 | 0.312987041072 | 20221023093710 | 20221004143823 | 1.048131214e9 | 167.0 | wikitext | NULL | null |
| 6.8861324e7 | 15.0 | 1908_Western_(genre)_films | 0.0 | 1.0 | 0.832204982152 | 20221021144754 | 20221011073130 | 1.047571622e9 | 145.0 | wikitext | NULL | null |
| 6.8861325e7 | 0.0 | Asclepiadeae | 1.0 | 1.0 | 0.223444737545 | 20221017150610 | 20221017150610 | 1.047571639e9 | 41.0 | wikitext | NULL | null |
| 6.8861328e7 | 0.0 | Suicide_of_Etika | 1.0 | 0.0 | 0.968860183039 | 20221101084058 | 20221018172514 | 1.04757209e9 | 19.0 | wikitext | NULL | null |
| 6.8861329e7 | 0.0 | Death_and_the_Maiden_(novel) | 0.0 | 0.0 | 1.7996125508e-2 | 20221101064104 | 20221101064213 | 1.106522755e9 | 1738.0 | wikitext | NULL | null |
| 6.886133e7 | 2.0 | Bokoharamwatch/Nigeria_had_15_mill_in_early_20cen | 0.0 | 1.0 | 0.932434301803 | 20221023093710 | 20220828202635 | 1.047571748e9 | 404.0 | wikitext | NULL | null |
| 6.8861333e7 | 1.0 | Death_and_the_Maiden_(novel) | 0.0 | 1.0 | 0.214889866833 | 20221021144754 | 20220828055326 | 1.047571849e9 | 51.0 | wikitext | NULL | null |
| 6.8861334e7 | 0.0 | Sterphus_auricaudatus | 0.0 | 0.0 | 5.9138294976e-2 | 20221023074722 | 20221010101746 | 1.048040165e9 | 1526.0 | wikitext | NULL | null |
| 6.8861335e7 | 0.0 | Peter_Heering | 1.0 | 1.0 | 0.766682327608 | 20221031135847 | 20221031135844 | 1.047572021e9 | 75.0 | wikitext | NULL | null |
| 6.8861336e7 | 3.0 | Will111111 | 0.0 | 1.0 | 0.450302477105 | 20220803125150 | 20220803125149 | 1.047572022e9 | 636.0 | wikitext | NULL | null |
| 6.8861337e7 | 1.0 | Peter_Heering | 1.0 | 1.0 | 0.31537608064 | 20221023093710 | 20221031135916 | 1.047572028e9 | 80.0 | wikitext | NULL | null |
| 6.8861339e7 | 3.0 | 157.49.165.171 | 0.0 | 0.0 | 0.285910574487 | 20220911065958 | 20220911065957 | 1.047572188e9 | 991.0 | wikitext | NULL | null |
| 6.886134e7 | 2.0 | Pyaarkarona | 0.0 | 0.0 | 0.56225487949 | 20221026145423 | 20220924172831 | 1.048526631e9 | 27.0 | wikitext | NULL | null |
| 6.8861341e7 | 3.0 | Annamaria.dmrt | 0.0 | 0.0 | 0.552257586967 | 20220909152227 | 20221010150718 | 1.077109947e9 | 10216.0 | wikitext | NULL | null |
| 6.8861343e7 | 0.0 | Build-up_(association_football) | 1.0 | 0.0 | 0.8913515291 | 20221018062603 | 20221018062601 | 1.047689819e9 | 97.0 | wikitext | NULL | null |
| 6.8861344e7 | 0.0 | Ban_Pak_Phli_railway_station | 0.0 | 0.0 | 0.471663896049 | 20221023074722 | 20221009225148 | 1.115119891e9 | 1697.0 | wikitext | NULL | null |
| 6.8861346e7 | 3.0 | Jjfap02 | 0.0 | 0.0 | 0.615230519033 | 20220917231312 | 20221010150718 | 1.078878931e9 | 7906.0 | wikitext | NULL | null |
| 6.8861347e7 | 3.0 | ContributorFromSpace | 0.0 | 0.0 | 0.274525705749 | 20220917231312 | 20221010150718 | 1.083486419e9 | 15110.0 | wikitext | NULL | null |
| 6.8861348e7 | 3.0 | 95.93.142.252 | 0.0 | 0.0 | 0.456753677188 | 20220809020059 | 20221008154250 | 1.052177915e9 | 7018.0 | wikitext | NULL | null |
| 6.8861349e7 | 0.0 | Diocese_of_the_Romanian_Army | 0.0 | 0.0 | 0.338084096938 | 20221029150903 | 20221029151500 | 1.11051681e9 | 5009.0 | wikitext | NULL | null |
| 6.886135e7 | 0.0 | Michael_and_Alice_Halkias | 1.0 | 1.0 | 0.607025844452 | 20221018094541 | 20221018094540 | 1.047572351e9 | 33.0 | wikitext | NULL | null |
| 6.8861351e7 | 2.0 | Bhanu_Pratap_Mirjapur | 0.0 | 1.0 | 0.296926693738 | 20220728025147 | 20220728025145 | 1.047572358e9 | 151.0 | wikitext | NULL | null |
| 6.8861352e7 | 4.0 | WikiProject_Spam/LinkReports/michelsogny.net | 0.0 | 0.0 | 0.864672250368 | 20221023093710 | 20221030150250 | 1.047648113e9 | 3282.0 | wikitext | NULL | null |
| 6.8861353e7 | 0.0 | Auguste_Gérôme | 0.0 | 0.0 | 0.976816109928 | 20221023074722 | 20221009182742 | 1.08435709e9 | 5689.0 | wikitext | NULL | null |
| 6.8861354e7 | 2.0 | Bluecrayon13/citing_sources | 0.0 | 0.0 | 0.18062361222 | 20221023074722 | 20221003152347 | 1.047573776e9 | 1118.0 | wikitext | NULL | null |
| 6.8861356e7 | 6.0 | Death_and_the_Maiden_(novel).jpg | 0.0 | 0.0 | 0.106007785046 | 20221101064103 | 20221101064051 | 1.068979417e9 | 710.0 | wikitext | NULL | null |
| 6.8861357e7 | 0.0 | Ban_Sang_railway_station | 0.0 | 0.0 | 0.680014719492 | 20221023074722 | 20221006195758 | 1.06225008e9 | 1364.0 | wikitext | NULL | null |
| 6.8861358e7 | 4.0 | WikiProject_Spam/UserReports/Lieangent | 0.0 | 1.0 | 0.569387701016 | 20221023093710 | 20221024211651 | 1.047572496e9 | 378.0 | wikitext | NULL | null |
| 6.8861359e7 | 3.0 | 49.244.74.112 | 0.0 | 1.0 | 0.257846683425 | 20220520223932 | 20221008154249 | 1.047572589e9 | 1482.0 | wikitext | NULL | null |
| 6.886136e7 | 0.0 | Jehiel_Beman | 0.0 | 0.0 | 0.735264228261 | 20221023074722 | 20220930144050 | 1.113243235e9 | 5038.0 | wikitext | NULL | null |
| 6.8861362e7 | 14.0 | Deaths_from_pneumonia_in_Campania | 0.0 | 0.0 | 0.794313282536 | 20220910045527 | 20220910045526 | 1.087774601e9 | 244.0 | wikitext | NULL | null |
| 6.8861364e7 | 0.0 | Underbart_i_all_misär | 1.0 | 1.0 | 0.951053716936 | 20221027235721 | 20221019065824 | 1.04757277e9 | 21.0 | wikitext | NULL | null |
| 6.8861365e7 | 0.0 | Bolshoy_Yeravna | 0.0 | 0.0 | 0.162189157614 | 20221023120021 | 20221023164516 | 1.051296588e9 | 4534.0 | wikitext | NULL | null |
| 6.8861367e7 | 0.0 | Prachinburi_railway_station | 0.0 | 0.0 | 0.572125372474 | 20221023074722 | 20221012043022 | 1.062250115e9 | 2222.0 | wikitext | NULL | null |
| 6.8861368e7 | 0.0 | Tanja_Gellenthien | 0.0 | 0.0 | 0.789369174473 | 20221023074722 | 20221015102032 | 1.098462228e9 | 5679.0 | wikitext | NULL | null |
| 6.8861369e7 | 0.0 | Bolshoy_Yeravna_Lake | 1.0 | 1.0 | 0.898150715588 | 20221017181315 | 20221017181314 | 1.047572956e9 | 29.0 | wikitext | NULL | null |
| 6.886137e7 | 0.0 | Melissa_Malzkuhn | 0.0 | 0.0 | 4.1070808107e-2 | 20221026145423 | 20221016122515 | 1.097656646e9 | 7541.0 | wikitext | NULL | null |
| 6.8861373e7 | 0.0 | Tanja_Jensen | 1.0 | 1.0 | 0.949419346791 | 20221018173817 | 20221018173816 | 1.04757307e9 | 54.0 | wikitext | NULL | null |
| 6.8861374e7 | 3.0 | 2A00:23C8:9624:F401:F07C:EBD9:6069:904 | 0.0 | 1.0 | 0.623825464426 | 20221020153739 | 20221020153737 | 1.047573096e9 | 1360.0 | wikitext | NULL | null |
| 6.8861376e7 | 0.0 | Mohamed_Shamas | 1.0 | 1.0 | 0.50537919632 | 20221031132629 | 20221031132626 | 1.047573124e9 | 77.0 | wikitext | NULL | null |
| 6.8861377e7 | 1.0 | Mohamed_Shamas | 1.0 | 1.0 | 0.367530596644 | 20221023093710 | 20221031132645 | 1.047573126e9 | 82.0 | wikitext | NULL | null |
| 6.8861378e7 | 1.0 | Bjarmian_languages | 0.0 | 1.0 | 0.908266042111 | 20221021074520 | 20221021074514 | 1.047573191e9 | 116.0 | wikitext | NULL | null |
| 6.8861379e7 | 3.0 | Jimmiboi69420 | 0.0 | 1.0 | 0.244803729315 | 20221020153739 | 20221020153737 | 1.047573193e9 | 1096.0 | wikitext | NULL | null |
| 6.8861381e7 | 3.0 | Trulymematelol | 0.0 | 1.0 | 0.392660534458 | 20221020153739 | 20221020153738 | 1.047573305e9 | 1096.0 | wikitext | NULL | null |
| 6.8861382e7 | 0.0 | Bukit_Merah_double_murders | 1.0 | 1.0 | 0.932067365049 | 20221018062605 | 20221018062605 | 1.047573341e9 | 33.0 | wikitext | NULL | null |
| 6.8861383e7 | 6.0 | Manga_Khan.jpg | 0.0 | 0.0 | 0.551662473219 | 20221101064103 | 20221101064055 | 1.049134943e9 | 441.0 | wikitext | NULL | null |
| 6.8861384e7 | 0.0 | Fourth_Son_South | 0.0 | 0.0 | 0.749225267969 | 20221023074722 | 20221017111347 | 1.064351511e9 | 3839.0 | wikitext | NULL | null |
| 6.8861385e7 | 7.0 | Manga_Khan.jpg | 0.0 | 1.0 | 0.267952500832 | 20221023135015 | 20221026140056 | 1.047573409e9 | 88.0 | wikitext | NULL | null |
| 6.8861386e7 | 15.0 | Bands_of_the_Royal_Canadian_Navy | 0.0 | 0.0 | 0.807686817247 | 20221027214635 | 20221028023705 | 1.047573862e9 | 46.0 | wikitext | NULL | null |
| 6.8861387e7 | 0.0 | Two_Point_Campus | 0.0 | 0.0 | 0.96805960018 | 20221028164354 | 20221028164718 | 1.110866562e9 | 9340.0 | wikitext | NULL | null |
| 6.8861388e7 | 1.0 | HMCS_Carleton_Band | 0.0 | 0.0 | 4.9547009558e-2 | 20221027214635 | 20221028023705 | 1.048636566e9 | 82.0 | wikitext | NULL | null |
| 6.8861389e7 | 0.0 | Angie_Ng_(murder_victim) | 1.0 | 1.0 | 0.80979520392 | 20221017124356 | 20221017124355 | 1.047573473e9 | 33.0 | wikitext | NULL | null |
| 6.886139e7 | 0.0 | Naoki_Ishikawa_(photographer) | 0.0 | 0.0 | 0.500847608481 | 20221023074722 | 20221022133156 | 1.086631936e9 | 20610.0 | wikitext | NULL | null |
| 6.8861391e7 | 0.0 | Jacaeber_Kastor | 0.0 | 0.0 | 0.693137053498 | 20221023074722 | 20221005095816 | 1.083921543e9 | 10114.0 | wikitext | NULL | null |
| 6.8861392e7 | 3.0 | 72.50.4.152 | 0.0 | 0.0 | 0.436061513625 | 20220520234022 | 20221008154249 | 1.051885194e9 | 2112.0 | wikitext | NULL | null |
| 6.8861393e7 | 0.0 | Crystal_Poh | 1.0 | 1.0 | 0.23265413571 | 20221018065333 | 20221018065332 | 1.047573522e9 | 33.0 | wikitext | NULL | null |
| 6.8861394e7 | 0.0 | List_of_English_football_transfers_winter_2021–22 | 0.0 | 0.0 | 9.0613722231e-2 | 20221031232845 | 20221101070401 | 1.106908388e9 | 168980.0 | wikitext | NULL | null |
| 6.8861396e7 | 3.0 | 66.249.83.15 | 0.0 | 1.0 | 0.971188916909 | 20220803125152 | 20220803125151 | 1.047573654e9 | 139.0 | wikitext | NULL | null |
| 6.8861397e7 | 1.0 | HMCS_York_Band | 0.0 | 1.0 | 0.885724841657 | 20221027214635 | 20221028023651 | 1.047573694e9 | 54.0 | wikitext | NULL | null |
| 6.8861398e7 | 1.0 | Naden_Band_of_Maritime_Forces_Pacific | 0.0 | 0.0 | 0.306488161949 | 20221027214635 | 20221028023705 | 1.048021873e9 | 135.0 | wikitext | NULL | null |
| 6.8861399e7 | 0.0 | James_Winston | 0.0 | 0.0 | 0.943883795624 | 20221101014137 | 20221101014135 | 1.053415443e9 | 425.0 | wikitext | NULL | null |
| 6.88614e7 | 1.0 | James_Winston | 0.0 | 0.0 | 0.467815129709 | 20220828124315 | 20221101014411 | 1.047696522e9 | 30.0 | wikitext | NULL | null |
| 6.8861401e7 | 1.0 | Navy_bands_in_Canada | 0.0 | 0.0 | 0.19484469679 | 20221027214635 | 20221028023651 | 1.048635336e9 | 81.0 | wikitext | NULL | null |
| 6.8861402e7 | 1.0 | Kurdistan_Democratic_Independence_Party_(PASOK) | 0.0 | 1.0 | 0.408845241848 | 20221004085508 | 20221004085506 | 1.047573838e9 | 240.0 | wikitext | NULL | null |
| 6.8861404e7 | 0.0 | Khlong_Bang_Phra_railway_station | 0.0 | 0.0 | 0.990281211749 | 20221023074722 | 20221006195758 | 1.06224683e9 | 1475.0 | wikitext | NULL | null |
| 6.8861405e7 | 0.0 | Hans_Nylund | 0.0 | 1.0 | 0.834262069977 | 20221031200508 | 20221026112506 | 1.047573889e9 | 1364.0 | wikitext | NULL | null |
| 6.8861406e7 | 1.0 | Tanja_Gellenthien | 0.0 | 1.0 | 0.164331170589 | 20221023093710 | 20220925082020 | 1.047573904e9 | 307.0 | wikitext | NULL | null |
| 6.8861407e7 | 2.0 | The448/citing_sources | 0.0 | 0.0 | 0.247574736219 | 20221023074722 | 20221002044719 | 1.047574802e9 | 1120.0 | wikitext | NULL | null |
| 6.8861408e7 | 1.0 | Hans_Nylund | 0.0 | 1.0 | 0.515792370116 | 20221021144754 | 20220808033124 | 1.047573937e9 | 263.0 | wikitext | NULL | null |
| 6.8861409e7 | 0.0 | Anton_Edler_von_Schmid | 0.0 | 0.0 | 0.176814380366 | 20221023074722 | 20221001064658 | 1.062330915e9 | 7688.0 | wikitext | NULL | null |
| 6.886141e7 | 1.0 | Band_of_the_Ceremonial_Guard | 0.0 | 0.0 | 0.508124846892 | 20221027214635 | 20221028023651 | 1.048635009e9 | 68.0 | wikitext | NULL | null |
| 6.8861411e7 | 3.0 | 108.30.123.67 | 0.0 | 1.0 | 0.573314255944 | 20220911065958 | 20220911065957 | 1.047573996e9 | 1105.0 | wikitext | NULL | null |
| 6.8861412e7 | 1.0 | Canadian_Forces_School_of_Music | 0.0 | 0.0 | 0.571533463874 | 20221027214635 | 20221028023705 | 1.048632918e9 | 89.0 | wikitext | NULL | null |
| 6.8861414e7 | 10.0 | Taxonomy/Echinosteliales | 0.0 | 0.0 | 0.198838577428 | 20221022045344 | 20220825074945 | 1.063127685e9 | 127.0 | wikitext | NULL | null |
| 6.8861415e7 | 3.0 | Ineedthisaccountforschool1 | 0.0 | 1.0 | 0.364789801479 | 20220809020059 | 20220803125152 | 1.047574081e9 | 844.0 | wikitext | NULL | null |
| 6.8861416e7 | 2.0 | Lisalex954 | 0.0 | 1.0 | 7.8400704439e-2 | 20220728025149 | 20220728025148 | 1.047574086e9 | 32.0 | wikitext | NULL | null |
| 6.8861417e7 | 10.0 | Taxonomy/Echinosteliaceae | 0.0 | 1.0 | 0.702956295611 | 20221022045344 | 20220825074946 | 1.047574101e9 | 172.0 | wikitext | NULL | null |
| 6.8861418e7 | 6.0 | Two_Point_Campus_cover_art.jpg | 0.0 | 0.0 | 0.522980906477 | 20221026174447 | 20220927153754 | 1.049136302e9 | 768.0 | wikitext | NULL | null |
| 6.8861419e7 | 10.0 | Taxonomy/Echinostelium | 0.0 | 1.0 | 0.956420406943 | 20221022045344 | 20220825074945 | 1.047574146e9 | 167.0 | wikitext | NULL | null |
| 6.886142e7 | 2.0 | Phoebewolf/1811–1812_New_Madrid_earthquakes/Bibliography | 0.0 | 0.0 | 0.594246278311 | 20221023074722 | 20221003060233 | 1.04762819e9 | 2681.0 | wikitext | NULL | null |
| 6.8861421e7 | 0.0 | Preng_railway_station | 0.0 | 0.0 | 0.880041487629 | 20221023074722 | 20221006195758 | 1.06224684e9 | 1541.0 | wikitext | NULL | null |
| 6.8861422e7 | 0.0 | Khlong_Udom_Chonlajorn_Halt_railway_station | 1.0 | 1.0 | 0.865059118132 | 20221018090140 | 20221018090139 | 1.047574221e9 | 49.0 | wikitext | NULL | null |
| 6.8861424e7 | 3.0 | Mossley_Music_&_Arts_Society | 0.0 | 0.0 | 0.661424077935 | 20221020153739 | 20221020153737 | 1.063101543e9 | 2696.0 | wikitext | NULL | null |
| 6.8861426e7 | 1.0 | Gordon_Bradt | 0.0 | 0.0 | 0.957536303136 | 20221029204943 | 20221029210356 | 1.054024909e9 | 569.0 | wikitext | NULL | null |
| 6.8861427e7 | 2.0 | Zofthej/Jean-Michel_Kibushi | 0.0 | 1.0 | 0.990369865089 | 20220728081650 | 20220728081649 | 1.047574374e9 | 1078.0 | wikitext | NULL | null |
| 6.8861428e7 | 0.0 | Jan_Ørke | 0.0 | 1.0 | 0.461347584239 | 20221031200508 | 20221026112552 | 1.047574375e9 | 1318.0 | wikitext | NULL | null |
| 6.8861429e7 | 1.0 | Yaduvanshi | 0.0 | 1.0 | 0.961398806928 | 20221004114453 | 20221004114452 | 1.04757438e9 | 262.0 | wikitext | NULL | null |
| 6.886143e7 | 1.0 | Royal_Roads_Military_College_Band | 0.0 | 0.0 | 0.35453297474 | 20221027214635 | 20221028023705 | 1.048635441e9 | 68.0 | wikitext | NULL | null |
| 6.8861431e7 | 1.0 | Two_Point_Campus | 0.0 | 1.0 | 0.408887073857 | 20221101070921 | 20221031235110 | 1.047574412e9 | 56.0 | wikitext | NULL | null |
| 6.8861433e7 | 1.0 | Toronto_Signals_Band | 0.0 | 0.0 | 0.293931929932 | 20221027214635 | 20221028023739 | 1.048635509e9 | 69.0 | wikitext | NULL | null |
| 6.8861434e7 | 2.0 | Asterbal/Ida_Bagus_Putra_Manuaba_Ida_Bagus_Putra_Manuaba | 0.0 | 0.0 | 0.983332311928 | 20221028074243 | 20221028174027 | 1.107157233e9 | 4003.0 | wikitext | NULL | null |
| 6.8861435e7 | 1.0 | Jan_Ørke | 0.0 | 1.0 | 0.596353789275 | 20221023093710 | 20220808033125 | 1.047574449e9 | 262.0 | wikitext | NULL | null |
| 6.8861436e7 | 0.0 | Jan_Orke | 1.0 | 1.0 | 0.358049974409 | 20221018084214 | 20221018084213 | 1.047574486e9 | 22.0 | wikitext | NULL | null |
| 6.8861437e7 | 1.0 | ADM_Capital_Foundation | 0.0 | 0.0 | 8.5939807084e-2 | 20221021144754 | 20220929065214 | 1.076810391e9 | 210.0 | wikitext | NULL | null |
| 6.8861438e7 | 0.0 | Rathana_Club | 1.0 | 1.0 | 0.223155929611 | 20221018103950 | 20221018103948 | 1.04757456e9 | 29.0 | wikitext | NULL | null |
| 6.8861439e7 | 1.0 | Chen_Yet-Sen_Family_Foundation | 0.0 | 0.0 | 0.334808324663 | 20221021144754 | 20220929065214 | 1.072370892e9 | 52.0 | wikitext | NULL | null |
| 6.886144e7 | 0.0 | 1923_West_Tennessee_State_Normal_football_team | 0.0 | 0.0 | 0.946479789312 | 20221029222957 | 20221030052910 | 1.079637328e9 | 3809.0 | wikitext | NULL | null |
| 6.8861441e7 | 0.0 | Rakhagarhi | 1.0 | 1.0 | 0.362216691923 | 20221018103837 | 20221018103834 | 1.04757469e9 | 24.0 | wikitext | NULL | null |
| 6.8861442e7 | 0.0 | Manlio_De_Domenico | 0.0 | 0.0 | 7.7860122806e-2 | 20221023074722 | 20221010224437 | 1.097202268e9 | 11894.0 | wikitext | NULL | null |
| 6.8861443e7 | 2.0 | Purlspearls/citing_sources | 0.0 | 0.0 | 0.875540256806 | 20221023074722 | 20221003152348 | 1.047575282e9 | 1092.0 | wikitext | NULL | null |
| 6.8861444e7 | 15.0 | Ships_transferred_from_the_United_States_Coast_Guard_to_the_Estonian_Border_Guard | 0.0 | 0.0 | 0.956394601084 | 20221027214635 | 20221028023651 | 1.10341493e9 | 149.0 | wikitext | NULL | null |
| 6.8861445e7 | 0.0 | Daniela_Rathana_discography | 1.0 | 1.0 | 0.279482947472 | 20221018065754 | 20221018065752 | 1.047574726e9 | 41.0 | wikitext | NULL | null |
| 6.8861446e7 | 0.0 | Hans_Saksvik | 0.0 | 1.0 | 0.690117156549 | 20221031200508 | 20221026112723 | 1.047574761e9 | 1374.0 | wikitext | NULL | null |
| 6.8861447e7 | 2.0 | Mohammadjunaidkhan.phd | 0.0 | 0.0 | 0.832856065381 | 20220728025149 | 20220728025148 | 1.04757549e9 | 0.0 | wikitext | NULL | null |
| 6.8861448e7 | 0.0 | Sarah_Story | 0.0 | 0.0 | 0.531698951545 | 20221023074722 | 20221010145952 | 1.104060753e9 | 4272.0 | wikitext | NULL | null |
| 6.8861449e7 | 1.0 | Hans_Saksvik | 0.0 | 1.0 | 0.531836971905 | 20221021144754 | 20220808033124 | 1.047574805e9 | 264.0 | wikitext | NULL | null |
| 6.886145e7 | 3.0 | Userperson1234 | 0.0 | 0.0 | 0.63767210743 | 20220917231312 | 20221010150718 | 1.07887896e9 | 8703.0 | wikitext | NULL | null |
| 6.8861451e7 | 3.0 | Nonproliferation_Policy_Education_Center | 0.0 | 1.0 | 0.69501894072 | 20221020153739 | 20221020153738 | 1.047574824e9 | 3244.0 | wikitext | NULL | null |
| 6.8861452e7 | 3.0 | Squam_Lizard | 0.0 | 1.0 | 0.928357104094 | 20220913101409 | 20220803125152 | 1.047574827e9 | 7101.0 | wikitext | NULL | null |
| 6.8861453e7 | 4.0 | Articles_for_deletion/Gosine | 0.0 | 0.0 | 8.946256082e-3 | 20220821072540 | 20220930094855 | 1.050149774e9 | 4463.0 | wikitext | NULL | null |
| 6.8861454e7 | 0.0 | Recursion_in_natural_languages | 1.0 | 1.0 | 0.450072889052 | 20221031141636 | 20221031141633 | 1.047574838e9 | 82.0 | wikitext | NULL | null |
| 6.8861455e7 | 1.0 | Sarah_Story | 0.0 | 0.0 | 0.377251601981 | 20221023093710 | 20220905193115 | 1.050898058e9 | 356.0 | wikitext | NULL | null |
| 6.8861457e7 | 101.0 | Current_events/October_2021 | 0.0 | 1.0 | 0.625686154178 | 20221021144754 | 20220808033124 | 1.047574883e9 | 119.0 | wikitext | NULL | null |
| 6.8861458e7 | 3.0 | 2A02:C7F:8E3D:8A00:20BE:4A95:C3D3:9466 | 0.0 | 1.0 | 0.967094321396 | 20220913101409 | 20220803215305 | 1.047574887e9 | 1559.0 | wikitext | NULL | null |
| 6.8861459e7 | 0.0 | Anton_von_Schmid | 1.0 | 1.0 | 4.7907270015e-2 | 20221017124751 | 20221017124750 | 1.047574913e9 | 36.0 | wikitext | NULL | null |
| 6.886146e7 | 0.0 | Sean_Rhyan | 0.0 | 0.0 | 0.431785935971 | 20221031185426 | 20221031200926 | 1.117906364e9 | 7144.0 | wikitext | NULL | null |
| 6.8861461e7 | 6.0 | William_Breda.png | 0.0 | 0.0 | 0.890394697256 | 20221101064103 | 20221101064100 | 1.049136407e9 | 528.0 | wikitext | NULL | null |
| 6.8861462e7 | 1.0 | Medium_Support_Vehicle_System | 0.0 | 0.0 | 0.81325499521 | 20221027214635 | 20221028023705 | 1.04863531e9 | 68.0 | wikitext | NULL | null |
| 6.8861463e7 | 0.0 | Epistlar | 1.0 | 1.0 | 0.474092779035 | 20221028111314 | 20221018071936 | 1.047575069e9 | 30.0 | wikitext | NULL | null |
| 6.8861464e7 | 6.0 | Pentatonix_The_Lucky_Ones_Album_Art.jpeg | 0.0 | 0.0 | 0.426200252786 | 20221101064103 | 20221101064056 | 1.049135363e9 | 651.0 | wikitext | NULL | null |
| 6.8861465e7 | 6.0 | Rama_Khan.png | 0.0 | 0.0 | 0.734086696952 | 20221101064103 | 20221101064057 | 1.049135695e9 | 433.0 | wikitext | NULL | null |
| 6.8861466e7 | 0.0 | Kåre_Bjørnsen | 0.0 | 0.0 | 1.462314077e-2 | 20221031200508 | 20221026104446 | 1.111599351e9 | 1462.0 | wikitext | NULL | null |
| 6.8861467e7 | 0.0 | Epistlar_(EP) | 1.0 | 1.0 | 0.519263226207 | 20221028111314 | 20221018071936 | 1.047575112e9 | 30.0 | wikitext | NULL | null |
| 6.8861468e7 | 1.0 | Anton_Edler_von_Schmid | 0.0 | 0.0 | 0.444257704902 | 20221021144754 | 20221001064658 | 1.053871344e9 | 331.0 | wikitext | NULL | null |
| 6.8861469e7 | 7.0 | Rama_Khan.png | 0.0 | 1.0 | 7.3324712703e-2 | 20221023135015 | 20221026140056 | 1.047575148e9 | 88.0 | wikitext | NULL | null |
| 6.8861471e7 | 1.0 | Kåre_Bjørnsen | 0.0 | 1.0 | 0.25925871008 | 20221021144754 | 20220808033125 | 1.047575166e9 | 265.0 | wikitext | NULL | null |
| 6.8861472e7 | 0.0 | Kare_Bjornsen | 1.0 | 1.0 | 0.204720382591 | 20221018085804 | 20221018085801 | 1.047575205e9 | 28.0 | wikitext | NULL | null |
| 6.8861473e7 | 2.0 | Javad5351/Sample_page | 0.0 | 1.0 | 0.279989810259 | 20221023074722 | 20220820005754 | 1.047575233e9 | 2914.0 | wikitext | NULL | null |
| 6.8861474e7 | 3.0 | SWFLucknow | 0.0 | 0.0 | 0.467292303819 | 20220522054029 | 20221003060233 | 1.051985056e9 | 2566.0 | wikitext | NULL | null |
| 6.8861476e7 | 3.0 | 2A02:C7F:6080:4400:89A3:FCE4:D32:E468 | 0.0 | 1.0 | 0.523401492936 | 20220803125152 | 20220803125151 | 1.04757527e9 | 803.0 | wikitext | NULL | null |
| 6.8861477e7 | 3.0 | Ismailismo | 0.0 | 0.0 | 0.587531600576 | 20221023142513 | 20221003060233 | 1.085417666e9 | 9696.0 | wikitext | NULL | null |
| 6.8861478e7 | 3.0 | 114.122.41.123 | 0.0 | 1.0 | 9.3870138167e-2 | 20220520195336 | 20221008154249 | 1.047575365e9 | 1429.0 | wikitext | NULL | null |
| 6.8861479e7 | 2.0 | Droid248 | 0.0 | 1.0 | 0.310798261387 | 20220728025149 | 20220728025148 | 1.047575375e9 | 1080.0 | wikitext | NULL | null |
| 6.886148e7 | 1.0 | Alexander_Madsen | 0.0 | 0.0 | 0.540968099849 | 20221023093710 | 20220808033125 | 1.047585226e9 | 240.0 | wikitext | NULL | null |
| 6.8861481e7 | 2.0 | Droid248/sandbox | 0.0 | 1.0 | 0.18825135305 | 20221023093710 | 20220803125344 | 1.047575472e9 | 1103.0 | wikitext | NULL | null |
| 6.8861482e7 | 0.0 | Don_Si_Non_railway_station | 0.0 | 0.0 | 0.969199138449 | 20221023074722 | 20221006195759 | 1.062246825e9 | 3011.0 | wikitext | NULL | null |
| 6.8861483e7 | 0.0 | Phil_L._Hudson_Municipal_Airport | 1.0 | 1.0 | 0.720833694848 | 20221031140001 | 20221031135956 | 1.047575574e9 | 74.0 | wikitext | NULL | null |
| 6.8861485e7 | 1.0 | Middle_European_Class | 0.0 | 1.0 | 0.247475979508 | 20221021144754 | 20220903095647 | 1.047575589e9 | 49.0 | wikitext | NULL | null |
| 6.8861486e7 | 100.0 | Current_events/September_2021/Sidebar | 0.0 | 0.0 | 0.282004274702 | 20221028000118 | 20221028000215 | 1.111672171e9 | 20181.0 | wikitext | NULL | null |
| 6.8861487e7 | 1.0 | Results_of_the_2021_German_federal_election | 0.0 | 0.0 | 0.787946801893 | 20221027214034 | 20221028015922 | 1.048662836e9 | 97.0 | wikitext | NULL | null |
| 6.8861488e7 | 3.0 | 49.144.3.64 | 0.0 | 1.0 | 0.361861032064 | 20220520223729 | 20221008154249 | 1.04757564e9 | 1184.0 | wikitext | NULL | null |
| 6.8861489e7 | 10.0 | Southern_Brave_squad | 0.0 | 0.0 | 0.481267317548 | 20220822174002 | 20220822174002 | 1.105983346e9 | 1790.0 | wikitext | NULL | null |
| 6.886149e7 | 3.0 | RhonJean | 0.0 | 1.0 | 0.652303954524 | 20220803125152 | 20220803125152 | 1.047575659e9 | 147.0 | wikitext | NULL | null |
| 6.8861491e7 | 3.0 | Allison_SoCHC | 0.0 | 0.0 | 0.608747775355 | 20221020153739 | 20221020153737 | 1.079876563e9 | 6395.0 | wikitext | NULL | null |
| 6.8861495e7 | 6.0 | Campari_bottle.jpg | 0.0 | 0.0 | 0.373193395334 | 20221023093710 | 20221022095034 | 1.049133858e9 | 733.0 | wikitext | NULL | null |
| 6.8861496e7 | 0.0 | James_Winston_(thespian) | 0.0 | 0.0 | 0.842387330941 | 20221023074722 | 20221018084330 | 1.075871926e9 | 765.0 | wikitext | NULL | null |
| 6.8861497e7 | 3.0 | 2600:100F:B001:316C:4C25:F730:1D30:B62B | 0.0 | 1.0 | 0.596354889418 | 20220825090443 | 20220825090439 | 1.047575766e9 | 6356.0 | wikitext | NULL | null |
| 6.8861498e7 | 0.0 | 2021-22_Serbian_Cup | 1.0 | 1.0 | 0.166172006199 | 20221024003111 | 20221024144846 | 1.047575769e9 | 178.0 | wikitext | NULL | null |
| 6.8861499e7 | 3.0 | Wonyounghoon | 0.0 | 0.0 | 9.9381170001e-2 | 20220914210635 | 20220914212118 | 1.049068885e9 | 15654.0 | wikitext | NULL | null |
| 6.88615e7 | 1.0 | 2014-15_ISTAF_SuperSeries | 1.0 | 1.0 | 0.956051031476 | 20221024003111 | 20221024144846 | 1.047575793e9 | 211.0 | wikitext | NULL | null |
| 6.8861501e7 | 1.0 | 4_Field_Ambulance_(Canada) | 0.0 | 1.0 | 0.904763052959 | 20221027214635 | 20221028023705 | 1.047575805e9 | 41.0 | wikitext | NULL | null |
| 6.8861502e7 | 0.0 | 2021-22_EHF_European_League | 1.0 | 1.0 | 0.705241294012 | 20221024003111 | 20221024144846 | 1.047575842e9 | 202.0 | wikitext | NULL | null |
| 6.8861503e7 | 0.0 | Phan_Thong_railway_station | 0.0 | 0.0 | 0.791486566217 | 20221023074722 | 20221006195759 | 1.062247208e9 | 2992.0 | wikitext | NULL | null |
| 6.8861504e7 | 0.0 | Anton_Von_Schmid | 1.0 | 1.0 | 0.712684783764 | 20221017124751 | 20221017124750 | 1.047575847e9 | 36.0 | wikitext | NULL | null |
| 6.8861505e7 | 2.0 | Sergej319 | 0.0 | 0.0 | 0.633951446825 | 20221028052204 | 20221028053417 | 1.04757633e9 | 658.0 | wikitext | NULL | null |
| 6.8861506e7 | 1.0 | 4_Health_Services_Group | 0.0 | 1.0 | 0.279722095376 | 20221027214635 | 20221028023739 | 1.047575851e9 | 41.0 | wikitext | NULL | null |
| 6.8861507e7 | 0.0 | 2021_World_Wrestling_Championships_–_Men's_freestyle_61_kg | 0.0 | 0.0 | 0.763995298751 | 20221031224549 | 20221031224603 | 1.11885109e9 | 8763.0 | wikitext | NULL | null |
| 6.8861508e7 | 0.0 | Listed_buildings_in_Cudworth,_South_Yorkshire | 0.0 | 0.0 | 0.386215955183 | 20221025021906 | 20221025060121 | 1.081558101e9 | 3246.0 | wikitext | NULL | null |
| 6.886151e7 | 0.0 | Heropanti_2_(2022_film) | 1.0 | 0.0 | 0.583099660144 | 20221019200123 | 20221004121157 | 1.050306308e9 | 63.0 | wikitext | NULL | null |
| 6.8861511e7 | 0.0 | List_of_English_football_transfers_winter_2021-22 | 1.0 | 1.0 | 0.813798611037 | 20221024003111 | 20221024144846 | 1.047575921e9 | 268.0 | wikitext | NULL | null |
| 6.8861512e7 | 3.0 | QPEdson | 0.0 | 0.0 | 0.374551694661 | 20220911065958 | 20220911065957 | 1.047580158e9 | 1800.0 | wikitext | NULL | null |
| 6.8861513e7 | 1.0 | Listed_buildings_in_Cudworth,_South_Yorkshire | 0.0 | 0.0 | 0.457781165398 | 20221023093710 | 20220929112058 | 1.090601968e9 | 263.0 | wikitext | NULL | null |
| 6.8861514e7 | 0.0 | 2021-22_Liga_IV_Galați | 1.0 | 0.0 | 0.744574310445 | 20221101060548 | 20221101060645 | 1.057590759e9 | 272.0 | wikitext | NULL | null |
| 6.8861515e7 | 11.0 | Southern_Brave_squad | 0.0 | 1.0 | 0.845539608806 | 20221023135015 | 20221025195513 | 1.047575944e9 | 23.0 | wikitext | NULL | null |
| 6.8861516e7 | 0.0 | Wilhelm_Eliassen | 0.0 | 0.0 | 0.951302242849 | 20221031200508 | 20221030153506 | 1.098801875e9 | 1437.0 | wikitext | NULL | null |
| 6.8861517e7 | 1.0 | No._4_Casualty_Clearing_Station_(Canada) | 0.0 | 1.0 | 0.373859467709 | 20221027214635 | 20221028023651 | 1.047575981e9 | 41.0 | wikitext | NULL | null |
| 6.8861518e7 | 0.0 | Tornado_outbreak_sequence_of_May_4-10,_1933 | 1.0 | 1.0 | 0.752944651488 | 20221024003111 | 20221024144846 | 1.047575996e9 | 250.0 | wikitext | NULL | null |
| 6.8861519e7 | 1.0 | Wilhelm_Eliassen | 0.0 | 1.0 | 0.772792459872 | 20221021144754 | 20220808033125 | 1.047576012e9 | 268.0 | wikitext | NULL | null |
| 6.8861521e7 | 1.0 | 2021-22_Liga_IV_Galați | 1.0 | 1.0 | 0.366768119492 | 20221024003111 | 20221024144846 | 1.047576039e9 | 205.0 | wikitext | NULL | null |
| 6.8861522e7 | 1.0 | Tornado_outbreak_sequence_of_May_4-10,_1933 | 1.0 | 1.0 | 0.992471269296 | 20221024003111 | 20221024144846 | 1.047576085e9 | 265.0 | wikitext | NULL | null |
| 6.8861523e7 | 0.0 | Servant_of_the_Mind | 0.0 | 0.0 | 0.734067114006 | 20221029202802 | 20221029204109 | 1.08806323e9 | 21859.0 | wikitext | NULL | null |
| 6.8861524e7 | 15.0 | N-Train_members | 0.0 | 1.0 | 0.671184852634 | 20221021144754 | 20220913203012 | 1.047576113e9 | 55.0 | wikitext | NULL | null |
| 6.8861525e7 | 0.0 | 2021_Asian_Table_Tennis_Championships_-_Women's_team | 1.0 | 1.0 | 0.886355683538 | 20221024003111 | 20221024144847 | 1.047576118e9 | 277.0 | wikitext | NULL | null |
| 6.8861526e7 | 0.0 | Servant_of_the_Mind_(album) | 1.0 | 0.0 | 0.919372430568 | 20221021041923 | 20221021041922 | 1.058526987e9 | 33.0 | wikitext | NULL | null |
| 6.8861527e7 | 14.0 | The_Hundred_(cricket)_navigational_boxes | 0.0 | 0.0 | 0.82015890849 | 20221023093710 | 20220912212504 | 1.050346429e9 | 83.0 | wikitext | NULL | null |
| 6.8861528e7 | 15.0 | The_Hundred_(cricket)_navigational_boxes | 0.0 | 1.0 | 0.386911736267 | 20221023135015 | 20221026140056 | 1.047576157e9 | 23.0 | wikitext | NULL | null |
| 6.8861529e7 | 0.0 | Servant_of_the_Mind_(Volbeat_album) | 1.0 | 0.0 | 0.75130791004 | 20221021041923 | 20221021041922 | 1.058527029e9 | 33.0 | wikitext | NULL | null |
| 6.886153e7 | 0.0 | +-=÷x_Tour | 1.0 | 1.0 | 0.413178095315 | 20221029075509 | 20221024144847 | 1.047576171e9 | 154.0 | wikitext | NULL | null |
| 6.8861531e7 | 3.0 | 202.53.6.50 | 0.0 | 1.0 | 0.468829287196 | 20220803125152 | 20220803125151 | 1.047576177e9 | 780.0 | wikitext | NULL | null |
| 6.8861532e7 | 0.0 | Bang_Phra_railway_station | 0.0 | 0.0 | 0.225654598504 | 20221023074722 | 20221009225432 | 1.115120615e9 | 3003.0 | wikitext | NULL | null |
| 6.8861533e7 | 0.0 | Pucheng-Meizhou_railway | 1.0 | 1.0 | 0.527611556057 | 20221024003111 | 20221024144846 | 1.047576246e9 | 190.0 | wikitext | NULL | null |
| 6.8861534e7 | 6.0 | HKU23_Logo.png | 0.0 | 0.0 | 0.312190070195 | 20221101064103 | 20221101064053 | 1.049134554e9 | 715.0 | wikitext | NULL | null |
| 6.8861535e7 | 1.0 | Non-Public_Property | 0.0 | 0.0 | 0.103550822165 | 20221027214635 | 20221028023738 | 1.048022726e9 | 56.0 | wikitext | NULL | null |
| 6.8861536e7 | 0.0 | 2021_World_Wrestling_Championships_-_Men's_freestyle_61_kg | 1.0 | 1.0 | 0.118874152145 | 20221029081732 | 20221024144846 | 1.047576321e9 | 295.0 | wikitext | NULL | null |
| 6.8861537e7 | 1.0 | 2021-22_European_winter_storm_season | 1.0 | 0.0 | 0.847009798845 | 20221024003111 | 20221024144847 | 1.072785624e9 | 315.0 | wikitext | NULL | null |
| 6.8861539e7 | 2.0 | Gng1999/sandbox | 0.0 | 1.0 | 0.556154596235 | 20220728025149 | 20220728025148 | 1.047576368e9 | 23.0 | wikitext | NULL | null |
| 6.886154e7 | 1.0 | Pucheng-Meizhou_railway | 1.0 | 1.0 | 0.566333012756 | 20221024003111 | 20221024144847 | 1.047576371e9 | 205.0 | wikitext | NULL | null |
| 6.8861541e7 | 2.0 | Sammysterns/citing_sources | 0.0 | 0.0 | 0.287798894536 | 20221023074722 | 20221003152348 | 1.047576961e9 | 1119.0 | wikitext | NULL | null |
| 6.8861542e7 | 2.0 | Johnmilton2/sandbox | 0.0 | 1.0 | 0.897323524058 | 20220728025149 | 20220728025148 | 1.047576433e9 | 19.0 | wikitext | NULL | null |
| 6.8861543e7 | 3.0 | Sijark | 0.0 | 1.0 | 0.801482013454 | 20220803125152 | 20220803125152 | 1.047576495e9 | 1107.0 | wikitext | NULL | null |
| 6.8861544e7 | 2.0 | Fmei00/Non-rapid_eye_movement_sleep | 0.0 | 0.0 | 0.932286206975 | 20221023074722 | 20221003060233 | 1.047683031e9 | 6302.0 | wikitext | NULL | null |
| 6.8861545e7 | 0.0 | Kåre_Aasgaard | 0.0 | 0.0 | 0.966844812768 | 20221031200508 | 20221026104438 | 1.10898553e9 | 1415.0 | wikitext | NULL | null |
| 6.8861546e7 | 2.0 | Vitsuha/notes_(i) | 0.0 | 0.0 | 0.250838806716 | 20220906030707 | 20220906030707 | 1.108753823e9 | 3.0 | wikitext | NULL | null |
| 6.8861547e7 | 2.0 | Flabrador/be_bold | 0.0 | 0.0 | 0.82306296176 | 20220728025149 | 20220728025148 | 1.04759136e9 | 189.0 | wikitext | NULL | null |
| 6.8861549e7 | 1.0 | Kåre_Aasgaard | 0.0 | 1.0 | 0.28314638423 | 20221023093710 | 20220808033125 | 1.047576603e9 | 267.0 | wikitext | NULL | null |
| 6.886155e7 | 3.0 | Eggsareslimy | 0.0 | 0.0 | 0.650776568678 | 20221020153739 | 20221020153737 | 1.04757734e9 | 1766.0 | wikitext | NULL | null |
| 6.8861551e7 | 0.0 | Kare_Aasgaard | 1.0 | 1.0 | 7.5414990947e-2 | 20221018085804 | 20221018085801 | 1.047576654e9 | 27.0 | wikitext | NULL | null |
| 6.8861552e7 | 0.0 | Ban_Huai_Khwang_railway_station | 0.0 | 0.0 | 0.286773424358 | 20221023074722 | 20221009224825 | 1.115119202e9 | 3119.0 | wikitext | NULL | null |
| 6.8861553e7 | 0.0 | Jaume_Masiá | 1.0 | 1.0 | 0.27830484156 | 20221031121826 | 20221031121822 | 1.04757679e9 | 73.0 | wikitext | NULL | null |
| 6.8861554e7 | 1.0 | Jaume_Masiá | 1.0 | 1.0 | 0.581284200718 | 20221023093710 | 20221031121857 | 1.047576792e9 | 78.0 | wikitext | NULL | null |
| 6.8861555e7 | 3.0 | Gcverberkmoespstcc | 0.0 | 1.0 | 0.193024734681 | 20220803125152 | 20220803125151 | 1.047576812e9 | 407.0 | wikitext | NULL | null |
| 6.8861556e7 | 4.0 | Featured_picture_candidates/Australian_Cattle_Dog_with_injured_leg | 0.0 | 0.0 | 0.844833567862 | 20211011204245 | 20221005182147 | 1.049437822e9 | 1884.0 | wikitext | NULL | null |
| 6.8861557e7 | 118.0 | Cornal_Tower | 1.0 | 1.0 | 0.919870007496 | 20221023093710 | 20220926111554 | 1.047576883e9 | 73.0 | wikitext | NULL | null |
| 6.8861558e7 | 119.0 | Cornal_Tower | 1.0 | 1.0 | 0.672623057336 | 20221023093710 | 20220926111554 | 1.047576888e9 | 78.0 | wikitext | NULL | null |
| 6.8861559e7 | 4.0 | Meetup/DC/Vaccine_Safety_Wikipedia_Edit-a-thon_WCNA | 0.0 | 0.0 | 0.461617922043 | 20221021213221 | 20221006152628 | 1.063337222e9 | 18386.0 | wikitext | NULL | null |
| 6.8861561e7 | 0.0 | Roald_Paulsen | 0.0 | 1.0 | 0.8363145374 | 20221031200508 | 20221028223847 | 1.047576964e9 | 1343.0 | wikitext | NULL | null |
| 6.8861563e7 | 2.0 | Acomplex/sandbox | 1.0 | 0.0 | 0.553532459364 | 20221023093710 | 20220926111554 | 1.054901509e9 | 93.0 | wikitext | NULL | null |
| 6.8861564e7 | 3.0 | Acomplex | 0.0 | 0.0 | 0.493133900092 | 20220913101409 | 20220803215305 | 1.053687135e9 | 4330.0 | wikitext | NULL | null |
| 6.8861565e7 | 1.0 | Roald_Paulsen | 0.0 | 1.0 | 0.614880810445 | 20221023093710 | 20220808033125 | 1.047577026e9 | 267.0 | wikitext | NULL | null |
| 6.8861566e7 | 3.0 | 114.10.11.192 | 0.0 | 1.0 | 0.648033010974 | 20220520195330 | 20221008154249 | 1.047577044e9 | 912.0 | wikitext | NULL | null |
| 6.8861568e7 | 0.0 | Anthonio_Sanjairag | 0.0 | 0.0 | 0.798989476049 | 20221031200508 | 20221022171332 | 1.099084629e9 | 4105.0 | wikitext | NULL | null |
| 6.886157e7 | 0.0 | Tor_Wæhler | 0.0 | 1.0 | 0.736069985338 | 20221031200508 | 20221030043917 | 1.047577283e9 | 1327.0 | wikitext | NULL | null |
| 6.8861571e7 | 6.0 | Cynar_bottles.jpg | 0.0 | 0.0 | 0.653375547803 | 20221023093710 | 20221022095041 | 1.10190775e9 | 507.0 | wikitext | NULL | null |
| 6.8861573e7 | 3.0 | Efraín.gms1981 | 0.0 | 1.0 | 0.214802695027 | 20220803125152 | 20220803125151 | 1.047577334e9 | 870.0 | wikitext | NULL | null |
| 6.8861574e7 | 3.0 | Lili_Strumf | 0.0 | 0.0 | 0.282928251397 | 20220913101409 | 20221010150718 | 1.080542122e9 | 9141.0 | wikitext | NULL | null |
| 6.8861575e7 | 0.0 | Mulholland_Drive_(album) | 0.0 | 0.0 | 0.371721268812 | 20221101084220 | 20221101084317 | 1.105943769e9 | 8628.0 | wikitext | NULL | null |
| 6.8861576e7 | 1.0 | Tor_Wæhler | 0.0 | 1.0 | 0.913285632129 | 20221023093710 | 20220808033125 | 1.047577364e9 | 265.0 | wikitext | NULL | null |
| 6.8861577e7 | 0.0 | Chonburi_railway_station | 0.0 | 0.0 | 0.561010395256 | 20221023074722 | 20221012043025 | 1.062247189e9 | 3598.0 | wikitext | NULL | null |
| 6.8861578e7 | 0.0 | Tor_Waehler | 1.0 | 1.0 | 0.590057216079 | 20221018182303 | 20221018182303 | 1.047577423e9 | 24.0 | wikitext | NULL | null |
| 6.8861579e7 | 3.0 | Luk0121 | 0.0 | 1.0 | 0.445646170257 | 20221018143339 | 20221018143338 | 1.047577457e9 | 4517.0 | wikitext | NULL | null |
| 6.886158e7 | 3.0 | Hamzahalloubi | 0.0 | 0.0 | 0.545223979699 | 20220809232000 | 20221010150718 | 1.04758432e9 | 8671.0 | wikitext | NULL | null |
| 6.8861581e7 | 3.0 | Itssanjeet | 0.0 | 1.0 | 0.798677938355 | 20221002143159 | 20221002143157 | 1.0475775e9 | 3206.0 | wikitext | NULL | null |
| 6.8861582e7 | 0.0 | 1898_Nebraska_gubernatorial_election | 0.0 | 0.0 | 0.721812551772 | 20221031203138 | 20221031232413 | 1.088064221e9 | 6402.0 | wikitext | NULL | null |
| 6.8861583e7 | 0.0 | Circuit_Laundry | 1.0 | 1.0 | 3.6330973482e-2 | 20221018064543 | 20221018064542 | 1.04757751e9 | 27.0 | wikitext | NULL | null |
| 6.8861584e7 | 3.0 | Dannybai2020 | 0.0 | 0.0 | 0.611355520962 | 20221020153739 | 20221020153737 | 1.047578603e9 | 1666.0 | wikitext | NULL | null |
| 6.8861585e7 | 0.0 | Cynanchum_pulchellum | 0.0 | 0.0 | 0.287379829217 | 20221031201239 | 20221031202144 | 1.047651649e9 | 1238.0 | wikitext | NULL | null |
| 6.8861587e7 | 14.0 | Grijalva_River | 0.0 | 0.0 | 0.914342930927 | 20221004153754 | 20220909225100 | 1.052140725e9 | 204.0 | wikitext | NULL | null |
| 6.8861588e7 | 119.0 | A_Blue_Flower | 0.0 | 0.0 | 6.4172306652e-2 | 20221023135015 | 20221025131059 | 1.104259038e9 | 143.0 | wikitext | NULL | null |
| 6.8861589e7 | 3.0 | Leonida-hr | 0.0 | 0.0 | 0.911740787173 | 20220821074719 | 20221008133447 | 1.104259033e9 | 5701.0 | wikitext | NULL | null |
| 6.886159e7 | 0.0 | Svein_Hammerø | 0.0 | 1.0 | 0.947982816025 | 20221031200508 | 20221029190021 | 1.047577717e9 | 1350.0 | wikitext | NULL | null |
| 6.8861591e7 | 15.0 | Grijalva_River | 0.0 | 1.0 | 0.107262643926 | 20221021144754 | 20220829095139 | 1.04757772e9 | 45.0 | wikitext | NULL | null |
| 6.8861592e7 | 1.0 | Svein_Hammerø | 0.0 | 1.0 | 0.381694237043 | 20221023093710 | 20220808033125 | 1.047577784e9 | 267.0 | wikitext | NULL | null |
| 6.8861593e7 | 0.0 | Svein_Hammero | 1.0 | 1.0 | 0.627646051687 | 20221018172923 | 20221018172921 | 1.047577826e9 | 27.0 | wikitext | NULL | null |
| 6.8861594e7 | 3.0 | Gerard_Alferez | 0.0 | 0.0 | 0.497730577097 | 20220917231312 | 20221010150718 | 1.078879036e9 | 5238.0 | wikitext | NULL | null |
| 6.8861596e7 | 0.0 | Savage_River_(TV_series) | 0.0 | 0.0 | 0.832486029373 | 20221026155522 | 20221026161217 | 1.116432979e9 | 11382.0 | wikitext | NULL | null |
| 6.8861597e7 | 3.0 | 2A02:2F08:200B:6900:A57E:D148:8BD7:787C | 0.0 | 0.0 | 0.721580578781 | 20221026145423 | 20221020153737 | 1.047581199e9 | 2076.0 | wikitext | NULL | null |
| 6.8861598e7 | 0.0 | Børge_Josefsen | 0.0 | 1.0 | 0.755900706387 | 20221031200508 | 20221026112112 | 1.047578e9 | 1358.0 | wikitext | NULL | null |
| 6.8861599e7 | 1.0 | Børge_Josefsen | 0.0 | 1.0 | 0.845328233809 | 20221023093710 | 20220808033126 | 1.047578045e9 | 268.0 | wikitext | NULL | null |
| 6.88616e7 | 0.0 | Borge_Josefsen | 1.0 | 1.0 | 0.242849578734 | 20221017181359 | 20221017181358 | 1.047578088e9 | 28.0 | wikitext | NULL | null |
| 6.8861601e7 | 3.0 | Visiontopgs | 0.0 | 0.0 | 0.565732359902 | 20221002143159 | 20221002143157 | 1.048130301e9 | 4902.0 | wikitext | NULL | null |
| 6.8861602e7 | 0.0 | The_Dancing_Druids | 0.0 | 0.0 | 0.186123261878 | 20221101080448 | 20221101080646 | 1.106522837e9 | 1868.0 | wikitext | NULL | null |
| 6.8861603e7 | 6.0 | Aperol_bottle.jpeg | 0.0 | 0.0 | 0.551915296732 | 20221023093710 | 20221022095041 | 1.049133697e9 | 469.0 | wikitext | NULL | null |
| 6.8861605e7 | 3.0 | Newmalayalam | 0.0 | 0.0 | 0.44932761902 | 20220917231312 | 20221010150719 | 1.05243175e9 | 7883.0 | wikitext | NULL | null |
| 6.8861606e7 | 3.0 | 2409:4043:2C9A:8945:0:0:B4B:1208 | 0.0 | 1.0 | 0.337823910212 | 20220520213805 | 20221008154250 | 1.047578209e9 | 1088.0 | wikitext | NULL | null |
| 6.8861607e7 | 0.0 | Finn_Vådahl | 0.0 | 1.0 | 0.221588568266 | 20221031200508 | 20221026113035 | 1.047578288e9 | 1333.0 | wikitext | NULL | null |
| 6.8861608e7 | 3.0 | Mohammed12313893/TWA | 0.0 | 0.0 | 0.20839706644 | 20211001142312 | 20220929165626 | 1.047578587e9 | 1245.0 | wikitext | NULL | null |
| 6.8861609e7 | 3.0 | Alpha23212 | 0.0 | 1.0 | 0.413322656595 | 20220803125152 | 20220803125151 | 1.047578388e9 | 753.0 | wikitext | NULL | null |
| 6.886161e7 | 1.0 | The_Dancing_Druids | 0.0 | 1.0 | 0.757476913698 | 20221021144754 | 20220828055325 | 1.047578418e9 | 51.0 | wikitext | NULL | null |
| 6.8861611e7 | 0.0 | Rutherford_B._Hayes_Presidential_Library_&_Museums | 1.0 | 1.0 | 5.8720509783e-2 | 20221018165227 | 20221018165226 | 1.04757844e9 | 53.0 | wikitext | NULL | null |
| 6.8861612e7 | 118.0 | St._Stefan_Serbian_Orthodox_Church_(Ottawa) | 1.0 | 1.0 | 0.380131768953 | 20221023093710 | 20220926111555 | 1.047578454e9 | 104.0 | wikitext | NULL | null |
| 6.8861613e7 | 1.0 | Finn_Vådahl | 0.0 | 1.0 | 0.156301444028 | 20221023093710 | 20220808033126 | 1.047578459e9 | 265.0 | wikitext | NULL | null |
| 6.8861614e7 | 1.0 | St._Stefan_Serbian_Orthodox_Church_(Ottawa) | 0.0 | 0.0 | 0.834079599272 | 20221023135015 | 20221026140056 | 1.072580834e9 | 311.0 | wikitext | NULL | null |
| 6.8861615e7 | 0.0 | Finn_Vadahl | 1.0 | 1.0 | 0.693225527805 | 20221018073416 | 20221018073415 | 1.047578504e9 | 25.0 | wikitext | NULL | null |
| 6.8861616e7 | 2.0 | Johnmilton2 | 0.0 | 0.0 | 0.920629466627 | 20220728025149 | 20220728025148 | 1.047759069e9 | 0.0 | wikitext | NULL | null |
| 6.8861617e7 | 0.0 | Oxalis_bifida | 0.0 | 0.0 | 0.148172456274 | 20221031201239 | 20221031202144 | 1.090526284e9 | 2900.0 | wikitext | NULL | null |
| 6.8861618e7 | 14.0 | 2022_song_contests | 0.0 | 1.0 | 3.5658509896e-2 | 20221028205914 | 20221005232416 | 1.047578547e9 | 211.0 | wikitext | NULL | null |
| 6.8861619e7 | 3.0 | 2402:8100:3A0A:4DF2:D645:A8B5:8E9E:CF73 | 0.0 | 1.0 | 0.633554224694 | 20220803125152 | 20220803125151 | 1.047578555e9 | 694.0 | wikitext | NULL | null |
| 6.886162e7 | 14.0 | 2022_in_British_motorsport | 0.0 | 1.0 | 0.292467983233 | 20221016125205 | 20220919202302 | 1.04757859e9 | 50.0 | wikitext | NULL | null |
| 6.8861623e7 | 15.0 | 2022_in_British_motorsport | 0.0 | 1.0 | 0.236316371919 | 20221021144754 | 20220808033126 | 1.047578618e9 | 164.0 | wikitext | NULL | null |
| 6.8861624e7 | 3.0 | 84.52.185.65 | 0.0 | 1.0 | 0.176158335205 | 20220521002319 | 20221008154250 | 1.047578625e9 | 1190.0 | wikitext | NULL | null |
| 6.8861626e7 | 3.0 | Syedabdulrehmantariq | 0.0 | 0.0 | 0.213534112906 | 20221020153739 | 20221020153738 | 1.047580445e9 | 2255.0 | wikitext | NULL | null |
| 6.8861627e7 | 0.0 | 2021_AFL_Sydney | 1.0 | 1.0 | 0.308018153373 | 20221018150426 | 20221018150425 | 1.047578894e9 | 156.0 | wikitext | NULL | null |
| 6.8861628e7 | 3.0 | MrWilson-2012 | 0.0 | 0.0 | 0.798583822693 | 20221017141655 | 20221030074922 | 1.047595265e9 | 1826.0 | wikitext | NULL | null |
| 6.8861629e7 | 3.0 | Vnlands | 0.0 | 0.0 | 0.522266584921 | 20221018143339 | 20221018143338 | 1.063101686e9 | 7511.0 | wikitext | NULL | null |
| 6.886163e7 | 0.0 | Dancing_on_My_Knees | 1.0 | 0.0 | 0.230558095314 | 20221018065718 | 20221018065717 | 1.047578949e9 | 28.0 | wikitext | NULL | null |
| 6.8861631e7 | 1.0 | Cynanchum_pulchellum | 0.0 | 1.0 | 0.121498072865 | 20221021144754 | 20221012013039 | 1.047578928e9 | 49.0 | wikitext | NULL | null |
| 6.8861632e7 | 0.0 | Melbourne_Welsh_Church | 0.0 | 0.0 | 0.207103875771 | 20221023074722 | 20221018035613 | 1.116748846e9 | 4587.0 | wikitext | NULL | null |
| 6.8861633e7 | 15.0 | Military_airbases_in_Prince_Edward_Island | 0.0 | 1.0 | 0.739978833852 | 20221027214635 | 20221028023705 | 1.047578938e9 | 46.0 | wikitext | NULL | null |
| 6.8861635e7 | 1.0 | OR-Tools | 0.0 | 0.0 | 0.157341108097 | 20221023093710 | 20220928234944 | 1.049381583e9 | 327.0 | wikitext | NULL | null |
| 6.8861636e7 | 0.0 | Ole_Kristian_Olsen | 0.0 | 1.0 | 0.978883627695 | 20221031200508 | 20221028061944 | 1.047578978e9 | 1366.0 | wikitext | NULL | null |
| 6.8861637e7 | 3.0 | GeorgiPergelov | 0.0 | 0.0 | 6.858411693e-3 | 20220809232000 | 20221010150718 | 1.059928632e9 | 25901.0 | wikitext | NULL | null |
| 6.8861638e7 | 0.0 | Jarle_Bernhoft_discography | 1.0 | 1.0 | 0.71790941436 | 20221018084255 | 20221018084254 | 1.047579007e9 | 40.0 | wikitext | NULL | null |
| 6.8861639e7 | 3.0 | PondStibbons | 0.0 | 0.0 | 0.582698852727 | 20220803125152 | 20220803125152 | 1.047579054e9 | 6271.0 | wikitext | NULL | null |
| 6.886164e7 | 3.0 | Imbadatthinkingofnames | 0.0 | 1.0 | 0.741327292098 | 20220803125152 | 20220803125152 | 1.047579042e9 | 1159.0 | wikitext | NULL | null |
| 6.8861641e7 | 1.0 | Ole_Kristian_Olsen | 0.0 | 1.0 | 0.255037177462 | 20221023093710 | 20220808033125 | 1.047579047e9 | 272.0 | wikitext | NULL | null |
| 6.8861643e7 | 3.0 | Glitt006 | 0.0 | 0.0 | 0.160600637554 | 20221017050855 | 20221017050854 | 1.069356321e9 | 3340.0 | wikitext | NULL | null |
| 6.8861644e7 | 0.0 | SF_Mono | 1.0 | 1.0 | 0.816669958605 | 20221018165333 | 20221018165332 | 1.047579121e9 | 57.0 | wikitext | NULL | null |
| 6.8861645e7 | 3.0 | 2600:8807:9A05:4800:1880:4CCA:18BB:8C1 | 0.0 | 1.0 | 0.284172731076 | 20220520215326 | 20221008154250 | 1.047579155e9 | 1470.0 | wikitext | NULL | null |
| 6.8861646e7 | 1.0 | Melbourne_Welsh_Church | 0.0 | 0.0 | 0.479874917931 | 20221023135015 | 20221026140056 | 1.047605704e9 | 197.0 | wikitext | NULL | null |
| 6.8861647e7 | 1.0 | RCAF_Station_North_Battleford | 0.0 | 1.0 | 0.459713561948 | 20221027214635 | 20221028023651 | 1.047579205e9 | 54.0 | wikitext | NULL | null |
| 6.8861648e7 | 0.0 | Impact_of_the_COVID-19_pandemic_on_gridiron_football | 0.0 | 0.0 | 0.667928214675 | 20221101031402 | 20221101021108 | 1.115534667e9 | 61782.0 | wikitext | NULL | null |
| 6.8861649e7 | 14.0 | July_2012_events_in_Turkey | 0.0 | 1.0 | 0.757621003179 | 20220918235337 | 20220924004206 | 1.047579283e9 | 466.0 | wikitext | NULL | null |
| 6.886165e7 | 0.0 | Erik_Karlsen | 0.0 | 0.0 | 0.248231303911 | 20221031200508 | 20221026112123 | 1.090848233e9 | 1839.0 | wikitext | NULL | null |
| 6.8861651e7 | 3.0 | Imranjofficial | 0.0 | 0.0 | 0.630675208811 | 20221018143339 | 20221018143338 | 1.078913719e9 | 6235.0 | wikitext | NULL | null |
| 6.8861652e7 | 15.0 | July_2012_events_in_Turkey | 0.0 | 1.0 | 0.876785695685 | 20221021144754 | 20220921193721 | 1.047579315e9 | 44.0 | wikitext | NULL | null |
| 6.8861654e7 | 3.0 | Kanij_Fatima_Ammim_Ammani | 0.0 | 1.0 | 0.902408900649 | 20221002143159 | 20221002143157 | 1.047579351e9 | 3236.0 | wikitext | NULL | null |
| 6.8861655e7 | 1.0 | Erik_Karlsen | 0.0 | 1.0 | 0.309267132221 | 20221023093710 | 20220808033125 | 1.047579353e9 | 266.0 | wikitext | NULL | null |
| 6.8861656e7 | 3.0 | FishandChipoer | 0.0 | 1.0 | 0.346937826364 | 20221002143159 | 20221002143157 | 1.047579354e9 | 3214.0 | wikitext | NULL | null |
| 6.8861657e7 | 10.0 | Birmingham_Phoenix_squad | 0.0 | 0.0 | 0.224743416717 | 20220831185957 | 20220831185957 | 1.10776084e9 | 1815.0 | wikitext | NULL | null |
| 6.8861658e7 | 3.0 | 83.27.149.184 | 0.0 | 0.0 | 0.680591639605 | 20220521002109 | 20221008154249 | 1.047796329e9 | 1962.0 | wikitext | NULL | null |
| 6.886166e7 | 3.0 | Aggreybusiingeofficial | 0.0 | 0.0 | 0.130356332991 | 20221018143339 | 20221018143337 | 1.047593081e9 | 6083.0 | wikitext | NULL | null |
| 6.8861661e7 | 11.0 | Birmingham_Phoenix_squad | 0.0 | 1.0 | 0.372726350092 | 20221023135015 | 20221025052855 | 1.047579443e9 | 23.0 | wikitext | NULL | null |
| 6.8861662e7 | 3.0 | 203.128.29.147 | 0.0 | 1.0 | 0.653254773606 | 20220520210323 | 20221008154249 | 1.047579447e9 | 978.0 | wikitext | NULL | null |
| 6.8861663e7 | 0.0 | Angie_Ng_Wee_Peng | 1.0 | 1.0 | 0.678790056665 | 20221017124356 | 20221017124355 | 1.047579452e9 | 33.0 | wikitext | NULL | null |
| 6.8861664e7 | 3.0 | RosarioGilley | 0.0 | 1.0 | 0.680344579362 | 20221018143339 | 20221018143338 | 1.047579456e9 | 5065.0 | wikitext | NULL | null |
| 6.8861665e7 | 0.0 | The_Art_of_Disappearing | 1.0 | 1.0 | 0.18989396894 | 20221018175023 | 20221018175022 | 1.047579492e9 | 23.0 | wikitext | NULL | null |
| 6.8861666e7 | 3.0 | 2001:8003:60A8:2601:A52A:1622:9BB5:6B18 | 0.0 | 1.0 | 1.943363543e-2 | 20220520205821 | 20221008154249 | 1.0475795e9 | 1047.0 | wikitext | NULL | null |
| 6.8861667e7 | 0.0 | Crystal_Poh_Shi_Qi | 1.0 | 1.0 | 0.449060083749 | 20221018065333 | 20221018065332 | 1.047579523e9 | 33.0 | wikitext | NULL | null |
| 6.8861668e7 | 3.0 | Lucygirl03 | 0.0 | 0.0 | 0.343472742219 | 20221031134605 | 20221029212144 | 1.118942661e9 | 58892.0 | wikitext | NULL | null |
| 6.8861669e7 | 0.0 | Women's_Wrestling_Grand_Prize | 1.0 | 0.0 | 0.945515118365 | 20221021165957 | 20221021165954 | 1.047579633e9 | 123.0 | wikitext | NULL | null |
| 6.886167e7 | 0.0 | Rune_Hansen | 0.0 | 0.0 | 1.764101452e-2 | 20221031200508 | 20221029034930 | 1.090848236e9 | 1853.0 | wikitext | NULL | null |
| 6.8861671e7 | 0.0 | Murders_of_Angie_Ng_and_Crystal_Poh | 1.0 | 1.0 | 0.449544406206 | 20221018095536 | 20221018095534 | 1.04757961e9 | 33.0 | wikitext | NULL | null |
| 6.8861672e7 | 3.0 | Izaz_Shaikh | 0.0 | 1.0 | 0.864586181688 | 20220803125152 | 20220803125152 | 1.047579631e9 | 4372.0 | wikitext | NULL | null |
| 6.8861674e7 | 3.0 | Tuxtion | 0.0 | 0.0 | 1.830774519e-2 | 20221028052204 | 20221028053417 | 1.049035853e9 | 346.0 | wikitext | NULL | null |
| 6.8861676e7 | 3.0 | Blaady_bla | 0.0 | 1.0 | 0.143920265519 | 20220803125152 | 20220803125151 | 1.047579661e9 | 813.0 | wikitext | NULL | null |
| 6.8861677e7 | 1.0 | Rune_Hansen | 0.0 | 1.0 | 0.318146488019 | 20221023093710 | 20220808033125 | 1.047579663e9 | 265.0 | wikitext | NULL | null |
| 6.8861678e7 | 0.0 | Rachel_David | 0.0 | 0.0 | 0.463874093755 | 20221029184648 | 20221029184932 | 1.100547605e9 | 9366.0 | wikitext | NULL | null |
| 6.8861679e7 | 3.0 | Alamgirsislam10 | 0.0 | 1.0 | 0.175995307733 | 20221002143159 | 20221002143157 | 1.047579702e9 | 3216.0 | wikitext | NULL | null |
| 6.886168e7 | 3.0 | AmethystShell | 0.0 | 1.0 | 7.5346351735e-2 | 20221002143159 | 20221002143157 | 1.047579706e9 | 3212.0 | wikitext | NULL | null |
| 6.8861681e7 | 3.0 | Delaytelo | 0.0 | 1.0 | 0.200387008872 | 20221018143339 | 20221018143337 | 1.047579736e9 | 4522.0 | wikitext | NULL | null |
| 6.8861682e7 | 2.0 | Edeckard | 0.0 | 1.0 | 0.402867021878 | 20221023093710 | 20220728025148 | 1.047579749e9 | 171.0 | wikitext | NULL | null |
| 6.8861683e7 | 3.0 | Edeckard | 0.0 | 0.0 | 0.717875434092 | 20221023093710 | 20220825090440 | 1.075054292e9 | 2089.0 | wikitext | NULL | null |
| 6.8861684e7 | 2.0 | Edeckard/sandbox | 0.0 | 1.0 | 0.888282655355 | 20221023093710 | 20221019025458 | 1.047579758e9 | 33.0 | wikitext | NULL | null |
| 6.8861685e7 | 3.0 | 2A00:23C5:2204:5D01:3933:97EA:4CEB:DB4C | 0.0 | 1.0 | 0.636211007029 | 20220520221541 | 20221008154250 | 1.047579798e9 | 976.0 | wikitext | NULL | null |
| 6.8861686e7 | 0.0 | UFC_Fight_Night_199 | 1.0 | 0.0 | 0.91191131742 | 20221019065242 | 20221019065242 | 1.04996754e9 | 48.0 | wikitext | NULL | null |
| 6.8861687e7 | 1.0 | UFC_Fight_Night_199 | 1.0 | 0.0 | 0.869512044887 | 20221004114453 | 20221004114451 | 1.049976086e9 | 53.0 | wikitext | NULL | null |
| 6.8861688e7 | 3.0 | Mr.Muhmmad_Rizwan | 0.0 | 0.0 | 2.7070221201e-2 | 20220909152227 | 20220726160342 | 1.047774495e9 | 9430.0 | wikitext | NULL | null |
| 6.8861689e7 | 14.0 | 2022_music_festivals | 0.0 | 1.0 | 0.539723337011 | 20220930022739 | 20220919024712 | 1.047579913e9 | 31.0 | wikitext | NULL | null |
| 6.886169e7 | 118.0 | Gersh_v._Anglin | 1.0 | 1.0 | 0.343766485777 | 20221023093710 | 20220926111554 | 1.047579919e9 | 76.0 | wikitext | NULL | null |
| 6.8861691e7 | 0.0 | Pa_Sheehy_discography | 1.0 | 1.0 | 0.661032362047 | 20221018101907 | 20221018101907 | 1.047579928e9 | 35.0 | wikitext | NULL | null |
| 6.8861692e7 | 1.0 | Gersh_v._Anglin | 0.0 | 0.0 | 0.362317932123 | 20221021144754 | 20221016062122 | 1.072580869e9 | 226.0 | wikitext | NULL | null |
| 6.8861693e7 | 1.0 | RCAF_Langar | 0.0 | 1.0 | 0.835245453042 | 20221027214635 | 20221028023652 | 1.04757994e9 | 54.0 | wikitext | NULL | null |
| 6.8861694e7 | 1.0 | RCAF_Resolution_Island | 0.0 | 1.0 | 0.359892949298 | 20221027214635 | 20221028023651 | 1.047579991e9 | 54.0 | wikitext | NULL | null |
| 6.8861695e7 | 0.0 | Association_of_Polish_Electrical_Engineers | 0.0 | 0.0 | 1.3017694285e-2 | 20221023074722 | 20221014201625 | 1.116096265e9 | 6602.0 | wikitext | NULL | null |
| 6.8861696e7 | 1.0 | RCAF_Station_Baden-Soellingen | 0.0 | 1.0 | 0.596917846664 | 20221027214635 | 20221028023705 | 1.047580024e9 | 54.0 | wikitext | NULL | null |
| 6.8861697e7 | 0.0 | While_We_Live | 0.0 | 0.0 | 0.352387668117 | 20221026145423 | 20221029135409 | 1.112985117e9 | 4140.0 | wikitext | NULL | null |
| 6.8861698e7 | 3.0 | 123456ronan | 0.0 | 1.0 | 0.622099238964 | 20220803125152 | 20220803125151 | 1.047580047e9 | 678.0 | wikitext | NULL | null |
| 6.8861699e7 | 0.0 | The_Polymath | 0.0 | 0.0 | 0.31029265449 | 20221026145423 | 20221025065711 | 1.111200237e9 | 15716.0 | wikitext | NULL | null |
| 6.88617e7 | 0.0 | Joshi_Puroresu_Grand_Prize | 1.0 | 0.0 | 0.857849904434 | 20221018085201 | 20221018085200 | 1.047580131e9 | 123.0 | wikitext | NULL | null |
| 6.8861701e7 | 0.0 | Ground_Controlled_Approach_Squadron_RAF | 1.0 | 1.0 | 7.4606633983e-2 | 20221031125114 | 20221018075357 | 1.047580095e9 | 100.0 | wikitext | NULL | null |
| 6.8861702e7 | 0.0 | Ground_Controlled_Approach_Flight_RAF | 1.0 | 1.0 | 0.63373790948 | 20221031125114 | 20221018075357 | 1.047580106e9 | 100.0 | wikitext | NULL | null |
| 6.8861703e7 | 0.0 | Human_hermaphroditism | 1.0 | 0.0 | 0.100351509146 | 20221030000223 | 20221030000221 | 1.047580175e9 | 70.0 | wikitext | NULL | null |
| 6.8861704e7 | 1.0 | Association_of_Polish_Electrical_Engineers | 0.0 | 1.0 | 0.840889201971 | 20221023093710 | 20220828041353 | 1.047580198e9 | 56.0 | wikitext | NULL | null |
| 6.8861706e7 | 3.0 | Thebossblogger | 0.0 | 1.0 | 0.273042505425 | 20220803125152 | 20220803125152 | 1.04758026e9 | 257.0 | wikitext | NULL | null |
| 6.8861707e7 | 0.0 | Joshua_Vanneck | 0.0 | 1.0 | 7.7101199755e-2 | 20221011054852 | 20220927181812 | 1.047580297e9 | 275.0 | wikitext | NULL | null |
| 6.8861708e7 | 3.0 | Hunzaikashif49 | 0.0 | 0.0 | 0.319086531661 | 20221017141659 | 20221030074922 | 1.04759526e9 | 3587.0 | wikitext | NULL | null |
| 6.8861709e7 | 2.0 | Bokoharamwatch/Contra_trade | 0.0 | 1.0 | 0.196832859129 | 20220728025149 | 20220728025148 | 1.047580453e9 | 106.0 | wikitext | NULL | null |
| 6.8861711e7 | 0.0 | Franz_Schmidt_(serial_killer) | 0.0 | 0.0 | 0.411672900331 | 20221023074722 | 20221013102206 | 1.111423489e9 | 7866.0 | wikitext | NULL | null |
| 6.8861712e7 | 3.0 | AussieYTgrl | 0.0 | 0.0 | 0.103206945213 | 20220911065958 | 20220911065957 | 1.047625907e9 | 1054.0 | wikitext | NULL | null |
| 6.8861713e7 | 1.0 | Franz_Schmidt_(serial_killer) | 0.0 | 0.0 | 0.789008104812 | 20221023093710 | 20221006085557 | 1.04787779e9 | 414.0 | wikitext | NULL | null |
| 6.8861714e7 | 3.0 | Siofraferriter | 0.0 | 1.0 | 0.546016904058 | 20220803125152 | 20220803125152 | 1.047580654e9 | 803.0 | wikitext | NULL | null |
| 6.8861715e7 | 0.0 | PonJola_Coney | 0.0 | 0.0 | 0.39386415113 | 20221023074722 | 20221011211739 | 1.105013615e9 | 6349.0 | wikitext | NULL | null |
| 6.8861716e7 | 3.0 | 2A00:23C8:1901:F001:5D32:9DC3:D765:14C3 | 0.0 | 1.0 | 0.463345781963 | 20220520221816 | 20221008154249 | 1.047580761e9 | 1166.0 | wikitext | NULL | null |
| 6.8861717e7 | 3.0 | 92.184.96.235 | 0.0 | 1.0 | 0.733334083846 | 20220803125152 | 20220803125151 | 1.047580764e9 | 846.0 | wikitext | NULL | null |
| 6.8861718e7 | 3.0 | 78.1.199.16 | 0.0 | 1.0 | 0.671051757512 | 20220521000316 | 20221008154249 | 1.047580767e9 | 1203.0 | wikitext | NULL | null |
| 6.8861719e7 | 3.0 | 37.161.41.122 | 0.0 | 1.0 | 7.6172751058e-2 | 20220803125155 | 20220803125154 | 1.047580802e9 | 757.0 | wikitext | NULL | null |
| 6.886172e7 | 4.0 | Miscellany_for_deletion/User:Pomtarr82/List_of_cyclists_nicknames | 0.0 | 0.0 | 0.332515262719 | 20220821081144 | 20220724102001 | 1.049115936e9 | 5689.0 | wikitext | NULL | null |
| 6.8861721e7 | 3.0 | 217.155.32.184 | 0.0 | 1.0 | 0.970328707658 | 20221018143339 | 20221018143337 | 1.047580836e9 | 5629.0 | wikitext | NULL | null |
| 6.8861722e7 | 0.0 | The_Lathums_discography | 1.0 | 1.0 | 7.0618592386e-2 | 20221028153121 | 20221018175829 | 1.047580868e9 | 37.0 | wikitext | NULL | null |
| 6.8861723e7 | 0.0 | East_Basin,_Utah | 0.0 | 1.0 | 0.141818813628 | 20221028095959 | 20221028100118 | 1.047580997e9 | 3712.0 | wikitext | NULL | null |
| 6.8861724e7 | 3.0 | Pomroy24 | 0.0 | 0.0 | 0.387735741104 | 20220803125155 | 20220803125155 | 1.047626147e9 | 5904.0 | wikitext | NULL | null |
| 6.8861725e7 | 1.0 | While_We_Live | 0.0 | 0.0 | 0.292435202511 | 20221027024549 | 20221027110843 | 1.096312003e9 | 131.0 | wikitext | NULL | null |
| 6.8861726e7 | 3.0 | 170.51.180.115 | 0.0 | 1.0 | 2.2290709287e-2 | 20220520202753 | 20221008154249 | 1.047581087e9 | 1035.0 | wikitext | NULL | null |
| 6.8861727e7 | 3.0 | 174.215.200.36 | 0.0 | 1.0 | 0.899278947575 | 20220520203402 | 20221008154249 | 1.047581132e9 | 1041.0 | wikitext | NULL | null |
| 6.8861728e7 | 2.0 | Dhemmy234 | 0.0 | 1.0 | 0.364917944126 | 20221023093710 | 20221018143337 | 1.047581189e9 | 25.0 | wikitext | NULL | null |
| 6.8861729e7 | 3.0 | 156.110.149.15 | 0.0 | 0.0 | 2.721336808e-3 | 20220706160733 | 20221008154249 | 1.084617531e9 | 1600.0 | wikitext | NULL | null |
| 6.886173e7 | 2.0 | Abbigail01 | 0.0 | 1.0 | 0.142922321573 | 20221026145423 | 20221018143337 | 1.047581234e9 | 31.0 | wikitext | NULL | null |
| 6.8861731e7 | 3.0 | 180.151.89.168 | 0.0 | 1.0 | 0.737758692268 | 20220803125155 | 20220803125154 | 1.047581245e9 | 598.0 | wikitext | NULL | null |
| 6.8861732e7 | 2.0 | Freddy435 | 0.0 | 1.0 | 0.718269901805 | 20221026145423 | 20221018143337 | 1.047581254e9 | 31.0 | wikitext | NULL | null |
| 6.8861733e7 | 3.0 | 2409:4073:4E99:6AD1:A42C:532E:8BF7:EF43 | 0.0 | 1.0 | 5.3006528582e-2 | 20220520214222 | 20221008154249 | 1.047581281e9 | 1155.0 | wikitext | NULL | null |
| 6.8861734e7 | 2.0 | Acatalinaa/sandbox | 0.0 | 0.0 | 0.357636973489 | 20221023093710 | 20220803125345 | 1.049596984e9 | 3472.0 | wikitext | NULL | null |
| 6.8861735e7 | 3.0 | Vieites | 0.0 | 0.0 | 0.738307811644 | 20220917231312 | 20221010150718 | 1.078879137e9 | 5275.0 | wikitext | NULL | null |
| 6.8861736e7 | 14.0 | Wikipedia_sockpuppets_of_Dhemmy234 | 0.0 | 1.0 | 0.434483750992 | 20221023093710 | 20220807180730 | 1.047581304e9 | 23.0 | wikitext | NULL | null |
| 6.8861737e7 | 3.0 | Raunak1401 | 0.0 | 1.0 | 0.580320971627 | 20220803125155 | 20220803125155 | 1.047581331e9 | 295.0 | wikitext | NULL | null |
| 6.8861738e7 | 3.0 | Newsomj | 0.0 | 0.0 | 0.274491359421 | 20220911065958 | 20220911065957 | 1.047581847e9 | 1312.0 | wikitext | NULL | null |
| 6.8861739e7 | 0.0 | 2021_World_Wrestling_Championships_–_Men's_freestyle_125_kg | 0.0 | 0.0 | 0.496605890429 | 20221031130513 | 20221031130539 | 1.118338045e9 | 6785.0 | wikitext | NULL | null |
| 6.8861741e7 | 6.0 | Crossroads_Guitar_Festival_2019.jpg | 0.0 | 0.0 | 0.119779970409 | 20221023093710 | 20220828202426 | 1.049133993e9 | 659.0 | wikitext | NULL | null |
| 6.8861742e7 | 3.0 | 69.193.53.210 | 0.0 | 1.0 | 0.757593606517 | 20220520231342 | 20221008154249 | 1.047581527e9 | 1122.0 | wikitext | NULL | null |
| 6.8861743e7 | 2.0 | Alliekohl/Manatee | 0.0 | 0.0 | 0.523647112501 | 20221023074722 | 20221003060233 | 1.057322854e9 | 6100.0 | wikitext | NULL | null |
| 6.8861744e7 | 3.0 | 66.177.145.115 | 0.0 | 1.0 | 0.434904880862 | 20220520225434 | 20221008154249 | 1.047581537e9 | 1352.0 | wikitext | NULL | null |
| 6.8861745e7 | 3.0 | 2402:8100:24E6:BD42:0:0:437F:9BBA | 0.0 | 1.0 | 0.494716478361 | 20220520213335 | 20221008154249 | 1.047581616e9 | 1120.0 | wikitext | NULL | null |
| 6.8861747e7 | 1.0 | Music_at_the_University_of_Massachusetts_Lowell | 0.0 | 0.0 | 0.440188196974 | 20221021144754 | 20220908104247 | 1.064185405e9 | 171.0 | wikitext | NULL | null |
| 6.8861748e7 | 3.0 | 112.201.255.86 | 0.0 | 1.0 | 0.611161960646 | 20220520195223 | 20221008154249 | 1.047581702e9 | 1133.0 | wikitext | NULL | null |
| 6.886175e7 | 1.0 | Rachel_David | 0.0 | 0.0 | 0.454477336572 | 20221023093710 | 20220808033126 | 1.072674857e9 | 1042.0 | wikitext | NULL | null |
| 6.8861751e7 | 2.0 | Highdee24 | 0.0 | 1.0 | 0.467001553705 | 20220728025149 | 20220728025148 | 1.047581773e9 | 59.0 | wikitext | NULL | null |
| 6.8861752e7 | 2.0 | Doniefitz | 0.0 | 1.0 | 0.576368289221 | 20220728025149 | 20220728025148 | 1.047581778e9 | 86.0 | wikitext | NULL | null |
| 6.8861753e7 | 6.0 | Kid_Amazo.jpg | 0.0 | 0.0 | 3.5000067019e-2 | 20221101064103 | 20221101064055 | 1.049134801e9 | 447.0 | wikitext | NULL | null |
| 6.8861754e7 | 7.0 | Kid_Amazo.jpg | 0.0 | 1.0 | 2.7056837242e-2 | 20221023135015 | 20221026140056 | 1.047581881e9 | 88.0 | wikitext | NULL | null |
| 6.8861755e7 | 3.0 | Rizwan_Chopan | 0.0 | 1.0 | 0.33821325296 | 20220913101409 | 20220803125155 | 1.047581901e9 | 7067.0 | wikitext | NULL | null |
| 6.8861756e7 | 3.0 | 2401:4900:5082:3B62:FED3:211D:C79C:BC17 | 0.0 | 1.0 | 0.670463157926 | 20220520213136 | 20221008154249 | 1.047581919e9 | 1209.0 | wikitext | NULL | null |
| 6.8861757e7 | 3.0 | ElerAstaldo | 0.0 | 1.0 | 0.651419446544 | 20220913101409 | 20220803215305 | 1.047581923e9 | 1237.0 | wikitext | NULL | null |
| 6.8861758e7 | 6.0 | Winnipeg_Goldeyes_cap_insignia.jpg | 0.0 | 0.0 | 0.12662280051 | 20221101064103 | 20221101064100 | 1.049136426e9 | 742.0 | wikitext | NULL | null |
| 6.8861759e7 | 3.0 | 2601:646:8400:5750:1D56:EA28:77DC:ECB2 | 0.0 | 1.0 | 0.511939001131 | 20221020153739 | 20221020153737 | 1.047582019e9 | 1266.0 | wikitext | NULL | null |
| 6.886176e7 | 3.0 | Taking_Out_The_Trash/Archive_2 | 0.0 | 1.0 | 0.39605814858 | 20221023093710 | 20221004181835 | 1.047582021e9 | 10144.0 | wikitext | NULL | null |
| 6.8861761e7 | 4.0 | WikiProject_Spam/LinkReports/ourrangefinder.com | 0.0 | 1.0 | 2.3157795549e-2 | 20221023093710 | 20221030150250 | 1.047582024e9 | 1638.0 | wikitext | NULL | null |
| 6.8861762e7 | 3.0 | 2601:403:4380:130:E455:4089:7F8A:C43E | 0.0 | 1.0 | 5.9168522535e-2 | 20220520215814 | 20221008154249 | 1.047582046e9 | 1409.0 | wikitext | NULL | null |
| 6.8861764e7 | 3.0 | Vitaliy.Pipich | 0.0 | 1.0 | 0.357926496386 | 20221018143339 | 20221018143338 | 1.047582112e9 | 5406.0 | wikitext | NULL | null |
| 6.8861765e7 | 3.0 | Kollegal_nauman | 0.0 | 0.0 | 0.257665881021 | 20220803125155 | 20220803125154 | 1.047586439e9 | 3254.0 | wikitext | NULL | null |
| 6.8861766e7 | 3.0 | 192.41.128.1 | 0.0 | 0.0 | 0.357625620949 | 20221023093710 | 20221008154249 | 1.06942658e9 | 3453.0 | wikitext | NULL | null |
| 6.8861767e7 | 2.0 | DanielleNabor/citing_sources | 0.0 | 1.0 | 0.199786223805 | 20220728025149 | 20220728025148 | 1.047582147e9 | 569.0 | wikitext | NULL | null |
| 6.8861769e7 | 3.0 | 124.188.94.172 | 0.0 | 1.0 | 0.469298660535 | 20220520200921 | 20221008154249 | 1.04758218e9 | 970.0 | wikitext | NULL | null |
| 6.886177e7 | 2.0 | Spark_23 | 0.0 | 1.0 | 0.740738063712 | 20220728025149 | 20220728025149 | 1.047582186e9 | 46.0 | wikitext | NULL | null |
| 6.8861771e7 | 3.0 | 50.38.71.7 | 0.0 | 1.0 | 0.962142659684 | 20220520224151 | 20221008154249 | 1.047582266e9 | 1164.0 | wikitext | NULL | null |
| 6.8861772e7 | 3.0 | Ethan12343 | 0.0 | 1.0 | 0.901623879695 | 20221020153739 | 20221020153737 | 1.047582288e9 | 1096.0 | wikitext | NULL | null |
| 6.8861773e7 | 0.0 | Ida_Bagus_Putra_Manuaba | 0.0 | 0.0 | 0.179596175015 | 20221028074243 | 20221028171830 | 1.072429367e9 | 4073.0 | wikitext | NULL | null |
| 6.8861774e7 | 3.0 | 106.210.111.44 | 0.0 | 1.0 | 0.82661407957 | 20220520194604 | 20221008154249 | 1.047582375e9 | 1109.0 | wikitext | NULL | null |
| 6.8861775e7 | 10.0 | Did_you_know_nominations/Temagami_River | 0.0 | 0.0 | 8.5992991566e-2 | 20221022145713 | 20221005084203 | 1.050411648e9 | 4856.0 | wikitext | NULL | null |
| 6.8861776e7 | 3.0 | 2804:18:1030:5D9B:1:0:BBEA:CB0F | 0.0 | 0.0 | 0.460354565734 | 20220520221353 | 20221008154249 | 1.04758308e9 | 2042.0 | wikitext | NULL | null |
| 6.8861777e7 | 3.0 | Watchword22 | 0.0 | 1.0 | 0.644140814578 | 20220913101409 | 20220803125155 | 1.047582408e9 | 7812.0 | wikitext | NULL | null |
| 6.8861779e7 | 3.0 | 2600:1004:B035:8140:25DD:8C02:96AA:739B | 0.0 | 1.0 | 0.119643256648 | 20220520214308 | 20221008154249 | 1.047582433e9 | 1128.0 | wikitext | NULL | null |
| 6.886178e7 | 3.0 | 2409:4054:21D:ED22:0:0:16C7:8A0 | 0.0 | 1.0 | 8.8093467974e-2 | 20220520213911 | 20221008154250 | 1.047582465e9 | 1114.0 | wikitext | NULL | null |
| 6.8861781e7 | 3.0 | 2A01:4C8:824:BD37:1:1:3782:2EEE | 0.0 | 1.0 | 0.230604727012 | 20220520221949 | 20221008154250 | 1.047582489e9 | 1142.0 | wikitext | NULL | null |
| 6.8861783e7 | 0.0 | Drina_National_Park | 0.0 | 0.0 | 0.97249602974 | 20221029113445 | 20221029113616 | 1.118868998e9 | 4738.0 | wikitext | NULL | null |
| 6.8861784e7 | 0.0 | Ceriogaster_auricaudatus | 1.0 | 1.0 | 0.780797044139 | 20221018063921 | 20221018063920 | 1.047582506e9 | 35.0 | wikitext | NULL | null |
| 6.8861785e7 | 3.0 | 87.49.146.57 | 0.0 | 1.0 | 0.87093594294 | 20220521003644 | 20221008154250 | 1.047582546e9 | 1285.0 | wikitext | NULL | null |
| 6.8861786e7 | 3.0 | Harrison_Debbage-Price | 0.0 | 0.0 | 0.586234953028 | 20221018143339 | 20221018143338 | 1.047629635e9 | 6617.0 | wikitext | NULL | null |
| 6.8861787e7 | 3.0 | 86.5.23.74 | 0.0 | 1.0 | 0.300839433818 | 20220521003439 | 20221008154250 | 1.047582613e9 | 1101.0 | wikitext | NULL | null |
| 6.8861788e7 | 3.0 | Merosharesansar | 0.0 | 0.0 | 0.585822644305 | 20221026145423 | 20220926204458 | 1.063101805e9 | 4063.0 | wikitext | NULL | null |
| 6.8861789e7 | 2.0 | Jar07016/Bay_cat | 0.0 | 0.0 | 0.695544602478 | 20221023074722 | 20221002044719 | 1.056075745e9 | 9461.0 | wikitext | NULL | null |
| 6.8861791e7 | 3.0 | 98.199.148.184 | 0.0 | 1.0 | 0.551692139509 | 20220803125155 | 20220803125154 | 1.047582727e9 | 765.0 | wikitext | NULL | null |
| 6.8861792e7 | 3.0 | Michaelakasa | 0.0 | 1.0 | 0.998616434338 | 20220803125155 | 20220803125154 | 1.047582773e9 | 4237.0 | wikitext | NULL | null |
| 6.8861793e7 | 1.0 | Drina_National_Park | 0.0 | 1.0 | 0.695918977527 | 20221021144754 | 20220930051002 | 1.047582807e9 | 124.0 | wikitext | NULL | null |
| 6.8861794e7 | 3.0 | Mrizki99 | 0.0 | 1.0 | 0.569223652433 | 20220913101410 | 20220803125155 | 1.047582837e9 | 7057.0 | wikitext | NULL | null |
| 6.8861795e7 | 3.0 | 111.125.221.74 | 0.0 | 0.0 | 0.929996313723 | 20220520195114 | 20221008154250 | 1.049541697e9 | 1754.0 | wikitext | NULL | null |
| 6.8861796e7 | 2.0 | Itssanjeet/Sample_page | 0.0 | 0.0 | 0.696292106561 | 20221023074722 | 20220820005754 | 1.04758609e9 | 1413.0 | wikitext | NULL | null |
| 6.8861798e7 | 0.0 | Oleh_Synyehubov | 0.0 | 0.0 | 0.566756842883 | 20221029150903 | 20221101090857 | 1.112124149e9 | 9731.0 | wikitext | NULL | null |
| 6.8861799e7 | 2.0 | Newsomj | 0.0 | 0.0 | 0.918120724423 | 20220728025149 | 20220728025148 | 1.047583408e9 | 48.0 | wikitext | NULL | null |
| 6.88618e7 | 0.0 | No._1312_Mobile_Wing_RAF_Regiment | 1.0 | 1.0 | 0.906150380108 | 20221018100742 | 20221018100741 | 1.047583065e9 | 96.0 | wikitext | NULL | null |
| 6.8861801e7 | 0.0 | No._1315_Mobile_Wing_RAF_Regiment | 1.0 | 1.0 | 0.298123591379 | 20221018100742 | 20221018100741 | 1.047583081e9 | 96.0 | wikitext | NULL | null |
| 6.8861803e7 | 0.0 | Nijel_Pack | 0.0 | 0.0 | 4.6544136393e-2 | 20221031210758 | 20221031232314 | 1.085247506e9 | 8170.0 | wikitext | NULL | null |
| 6.8861804e7 | 3.0 | 67.84.96.201 | 0.0 | 1.0 | 0.967831947824 | 20220520230120 | 20221008154250 | 1.047583122e9 | 1331.0 | wikitext | NULL | null |
| 6.8861805e7 | 2.0 | Newsomj/sandbox | 0.0 | 1.0 | 0.39403599361 | 20221023093710 | 20220803125344 | 1.047583157e9 | 20686.0 | wikitext | NULL | null |
| 6.8861806e7 | 1.0 | Ilham_Aliyev/en.wikipedia.org/wiki/Wikipedia:Contact_us | 0.0 | 1.0 | 0.20574776888 | 20221004085508 | 20221004085506 | 1.047583179e9 | 550.0 | wikitext | NULL | null |
| 6.8861807e7 | 0.0 | Sienna_Mapelli_Mozzi | 1.0 | 0.0 | 0.336951694117 | 20221031144728 | 20221031144725 | 1.063193953e9 | 302.0 | wikitext | NULL | null |
| 6.8861808e7 | 3.0 | 96.250.225.94 | 0.0 | 1.0 | 0.24331932106 | 20220803125155 | 20220803125154 | 1.047583219e9 | 1441.0 | wikitext | NULL | null |
| 6.886181e7 | 1.0 | Sienna_Mapelli_Mozzi | 1.0 | 1.0 | 4.8955040707e-2 | 20221004114453 | 20221004114451 | 1.047583238e9 | 36.0 | wikitext | NULL | null |
| 6.8861812e7 | 2.0 | Vladrichi | 0.0 | 1.0 | 0.424546887019 | 20220728025149 | 20220728025149 | 1.047583297e9 | 260.0 | wikitext | NULL | null |
| 6.8861813e7 | 3.0 | 198.162.12.104 | 0.0 | 0.0 | 0.727789268992 | 20221010144831 | 20221010144831 | 1.115249655e9 | 2985.0 | wikitext | NULL | null |
| 6.8861814e7 | 14.0 | 82_mm_mortars | 0.0 | 0.0 | 0.108307763495 | 20221004174814 | 20221004174813 | 1.047583397e9 | 49.0 | wikitext | NULL | null |
| 6.8861815e7 | 3.0 | 2600:8800:2440:8800:3993:D3FB:A23F:DAB5 | 0.0 | 1.0 | 0.10102904064 | 20220520215201 | 20221008154250 | 1.047583411e9 | 1334.0 | wikitext | NULL | null |
| 6.8861816e7 | 2.0 | Govind_khiste/sandbox | 0.0 | 0.0 | 0.258211406435 | 20220728025149 | 20220728025148 | 1.047583826e9 | 19.0 | wikitext | NULL | null |
| 6.8861817e7 | 2.0 | PaulFourtySix | 0.0 | 0.0 | 0.605800648075 | 20220728025149 | 20220728025148 | 1.047583619e9 | 182.0 | wikitext | NULL | null |
| 6.8861818e7 | 3.0 | 24.51.244.117 | 0.0 | 0.0 | 0.893682734984 | 20221025184820 | 20221008154250 | 1.05845096e9 | 2613.0 | wikitext | NULL | null |
| 6.8861819e7 | 3.0 | 41.13.90.118 | 0.0 | 1.0 | 0.873893964498 | 20220520223210 | 20221008154250 | 1.047583662e9 | 1303.0 | wikitext | NULL | null |
| 6.886182e7 | 3.0 | Praguebass | 0.0 | 0.0 | 0.326821205446 | 20221017141659 | 20221030074922 | 1.047595254e9 | 2034.0 | wikitext | NULL | null |
| 6.8861821e7 | 3.0 | 198.162.12.103 | 0.0 | 1.0 | 0.259907034682 | 20220520205202 | 20221008154250 | 1.047583705e9 | 1299.0 | wikitext | NULL | null |
| 6.8861822e7 | 3.0 | Ashfaqanjum87866 | 0.0 | 1.0 | 0.562247849456 | 20220911065958 | 20220911065957 | 1.04758375e9 | 1154.0 | wikitext | NULL | null |
| 6.8861824e7 | 3.0 | 2406:3003:2001:2CB2:4766:5012:B7ED:6495 | 0.0 | 1.0 | 5.900386518e-2 | 20220520213652 | 20221008154250 | 1.047583797e9 | 1160.0 | wikitext | NULL | null |
| 6.8861825e7 | 3.0 | 217.181.22.34 | 0.0 | 1.0 | 0.246331105287 | 20220520211631 | 20221008154250 | 1.047583875e9 | 1164.0 | wikitext | NULL | null |
| 6.8861826e7 | 3.0 | Tereza_Rachinhas | 0.0 | 0.0 | 0.453983245454 | 20211001153209 | 20221023171403 | 1.047589501e9 | 2074.0 | wikitext | NULL | null |
| 6.8861827e7 | 6.0 | Arnold_Waites.png | 0.0 | 1.0 | 0.247635596695 | 20221101064103 | 20221101064050 | 1.047583953e9 | 562.0 | wikitext | NULL | null |
| 6.8861828e7 | 0.0 | No._2893_Squadron_RAF_Regiment | 1.0 | 1.0 | 0.689552314085 | 20221018100804 | 20221018100803 | 1.047584042e9 | 104.0 | wikitext | NULL | null |
| 6.8861829e7 | 3.0 | Manoharjha007 | 0.0 | 0.0 | 6.3489272777e-2 | 20220917231312 | 20221010150718 | 1.078879304e9 | 13601.0 | wikitext | NULL | null |
| 6.886183e7 | 0.0 | Parti_Libre_Canada | 1.0 | 0.0 | 0.717577517062 | 20221028225437 | 20221028225435 | 1.052406246e9 | 107.0 | wikitext | NULL | null |
| 6.8861831e7 | 3.0 | 77.143.4.161 | 0.0 | 0.0 | 7.696295473e-3 | 20220521000209 | 20221008154250 | 1.047588045e9 | 2231.0 | wikitext | NULL | null |
| 6.8861833e7 | 4.0 | Map_data/Buckingham_(UK_Parliament_constituency) | 0.0 | 1.0 | 0.805125839464 | 20220930232637 | 20220930232635 | 1.047584202e9 | 27662.0 | wikitext | NULL | null |
| 6.8861834e7 | 3.0 | 67.230.57.242 | 0.0 | 1.0 | 4.48050033e-3 | 20220520225931 | 20221008154250 | 1.047584224e9 | 1165.0 | wikitext | NULL | null |
| 6.8861835e7 | 3.0 | The_Ranger71 | 0.0 | 1.0 | 5.966677788e-3 | 20220825203343 | 20220825203342 | 1.047584247e9 | 1610.0 | wikitext | NULL | null |
| 6.8861836e7 | 3.0 | 27.5.41.250 | 0.0 | 1.0 | 3.1604290122e-2 | 20220803125155 | 20220803125154 | 1.047584319e9 | 2160.0 | wikitext | NULL | null |
| 6.8861837e7 | 3.0 | Pope_Atlas | 0.0 | 0.0 | 0.758090112304 | 20220803125155 | 20220803125155 | 1.047584496e9 | 0.0 | wikitext | NULL | null |
| 6.8861839e7 | 3.0 | 70.188.227.235 | 0.0 | 1.0 | 0.521936706791 | 20220520231958 | 20221008154250 | 1.047584359e9 | 1160.0 | wikitext | NULL | null |
| 6.886184e7 | 3.0 | 2405:9800:B920:BEE1:70F3:36EE:A05C:4B02 | 0.0 | 1.0 | 1.6355332409e-2 | 20220520213649 | 20221008154250 | 1.047584406e9 | 1161.0 | wikitext | NULL | null |
| 6.8861841e7 | 4.0 | Map_data/Broadland_(UK_Parliament_constituency) | 0.0 | 0.0 | 0.654343544499 | 20220930232637 | 20220930232635 | 1.047584606e9 | 30514.0 | wikitext | NULL | null |
| 6.8861842e7 | 3.0 | Uliberty | 0.0 | 0.0 | 0.855941773689 | 20221017141659 | 20221030074922 | 1.050055715e9 | 1538.0 | wikitext | NULL | null |
| 6.8861843e7 | 3.0 | 46.217.8.152 | 0.0 | 1.0 | 0.668734638243 | 20220803125155 | 20220803125154 | 1.047584514e9 | 951.0 | wikitext | NULL | null |
| 6.8861844e7 | 3.0 | 58.171.165.26 | 0.0 | 0.0 | 0.751571243845 | 20220913101410 | 20221008154250 | 1.071398583e9 | 3689.0 | wikitext | NULL | null |
| 6.8861845e7 | 0.0 | 1941_Spring_Hill_Badgers_football_team | 0.0 | 0.0 | 0.278381223903 | 20221029222957 | 20221030055702 | 1.075449158e9 | 5517.0 | wikitext | NULL | null |
| 6.8861846e7 | 3.0 | F14fixr | 0.0 | 0.0 | 0.739826030302 | 20220913101410 | 20220911065957 | 1.047701129e9 | 3803.0 | wikitext | NULL | null |
| 6.8861847e7 | 3.0 | 2600:1702:50:26A0:B9B2:D2C5:BB01:4DC0 | 0.0 | 1.0 | 0.416172998708 | 20220520214955 | 20221008154250 | 1.047584582e9 | 1136.0 | wikitext | NULL | null |
| 6.8861848e7 | 0.0 | Adolfo_Infante | 0.0 | 0.0 | 0.40812327842 | 20221026195056 | 20221026202059 | 1.112497988e9 | 8149.0 | wikitext | NULL | null |
| 6.8861849e7 | 0.0 | 2021_UCI_Road_World_Championships_–_Men's_under-23_time_trial | 0.0 | 0.0 | 0.122725132469 | 20221031232845 | 20221101014106 | 1.111168054e9 | 6687.0 | wikitext | NULL | null |
| 6.886185e7 | 1.0 | 1941_Spring_Hill_Badgers_football_team | 0.0 | 1.0 | 3.394632847e-2 | 20221027063132 | 20221027080018 | 1.047584622e9 | 58.0 | wikitext | NULL | null |
| 6.8861851e7 | 3.0 | 72.49.184.215 | 0.0 | 0.0 | 0.592386771717 | 20221023093710 | 20221008154250 | 1.052144377e9 | 12462.0 | wikitext | NULL | null |
| 6.8861852e7 | 6.0 | Kroloteans.jpg | 0.0 | 0.0 | 0.878866743388 | 20221028191549 | 20221028191542 | 1.049134812e9 | 426.0 | wikitext | NULL | null |
| 6.8861853e7 | 3.0 | 163.53.24.4 | 0.0 | 1.0 | 0.256537768397 | 20220803125155 | 20220803125154 | 1.047584745e9 | 759.0 | wikitext | NULL | null |
| 6.8861854e7 | 1.0 | Anthonio_Sanjairag | 0.0 | 0.0 | 0.616228320155 | 20221023093710 | 20221018222633 | 1.072334032e9 | 320.0 | wikitext | NULL | null |
| 6.8861855e7 | 7.0 | Kroloteans.jpg | 0.0 | 1.0 | 0.750467786145 | 20221023135015 | 20221026140056 | 1.047584777e9 | 88.0 | wikitext | NULL | null |
| 6.8861856e7 | 3.0 | 2A02:C7F:AEB8:3A00:4962:50F1:F845:CEE8 | 0.0 | 1.0 | 0.611340277264 | 20220520222530 | 20221008154250 | 1.047584809e9 | 1131.0 | wikitext | NULL | null |
| 6.8861857e7 | 3.0 | Karlpalencia1 | 0.0 | 1.0 | 0.950279345147 | 20220803125155 | 20220803125154 | 1.047584829e9 | 762.0 | wikitext | NULL | null |
| 6.8861858e7 | 3.0 | MJL | 0.0 | 0.0 | 0.975106054945 | 20221101080002 | 20221101080128 | 1.119180297e9 | 93473.0 | wikitext | NULL | null |
| 6.8861859e7 | 0.0 | Volevo_fare_la_Rockstar | 1.0 | 1.0 | 0.56488220082 | 20221031021207 | 20221019095107 | 1.047584928e9 | 28.0 | wikitext | NULL | null |
| 6.886186e7 | 3.0 | 86.187.235.140 | 0.0 | 0.0 | 0.325001882446 | 20220521003232 | 20221008154250 | 1.047585867e9 | 2006.0 | wikitext | NULL | null |
| 6.8861861e7 | 0.0 | Richard_Sseruwagi | 0.0 | 0.0 | 0.424117628639 | 20221026145423 | 20221018170201 | 1.116846399e9 | 4659.0 | wikitext | NULL | null |
| 6.8861862e7 | 3.0 | Talimaria | 0.0 | 0.0 | 0.880984816595 | 20220522063708 | 20221003060233 | 1.052000354e9 | 2499.0 | wikitext | NULL | null |
| 6.8861863e7 | 0.0 | Volevo_fare_la_rockstar | 1.0 | 1.0 | 0.657988224884 | 20221031021207 | 20221019095107 | 1.047584979e9 | 28.0 | wikitext | NULL | null |
| 6.8861864e7 | 14.0 | Self-contradictory_articles_from_July_2017 | 0.0 | 1.0 | 0.102905024446 | 20221023093710 | 20221005165456 | 1.047584995e9 | 29.0 | wikitext | NULL | null |
| 6.8861865e7 | 2.0 | Somurox | 0.0 | 0.0 | 0.830758339322 | 20220728111157 | 20220728111155 | 1.055091654e9 | 347.0 | wikitext | NULL | null |
| 6.8861866e7 | 14.0 | Self-contradictory_articles_from_October_2013 | 0.0 | 1.0 | 0.446698774899 | 20221023093710 | 20221005165456 | 1.047585013e9 | 29.0 | wikitext | NULL | null |
| 6.8861867e7 | 4.0 | Map_data/Brigg_and_Goole_(UK_Parliament_constituency) | 0.0 | 0.0 | 0.150736769017 | 20220930232637 | 20220930232635 | 1.047587368e9 | 22813.0 | wikitext | NULL | null |
| 6.8861868e7 | 0.0 | Volevo_fare_la_rockstar_(album) | 1.0 | 1.0 | 0.50370102472 | 20221031021207 | 20221019095107 | 1.047585017e9 | 28.0 | wikitext | NULL | null |
| 6.8861869e7 | 3.0 | BurakD53 | 0.0 | 0.0 | 0.218400747162 | 20220827012947 | 20220826170353 | 1.106823792e9 | 9869.0 | wikitext | NULL | null |
| 6.886187e7 | 3.0 | 106.207.133.117 | 0.0 | 1.0 | 0.109003474409 | 20220520194556 | 20221008154250 | 1.047585117e9 | 1104.0 | wikitext | NULL | null |
| 6.8861871e7 | 3.0 | 2600:1014:B10B:3837:91B8:6AE3:6529:DC6D | 0.0 | 1.0 | 0.498635366936 | 20220520214530 | 20221008154250 | 1.047585153e9 | 1580.0 | wikitext | NULL | null |
| 6.8861872e7 | 3.0 | Holabtbot | 0.0 | 1.0 | 0.569906338818 | 20220803125155 | 20220803125154 | 1.047585164e9 | 1174.0 | wikitext | NULL | null |
| 6.8861874e7 | 1.0 | Richard_Sseruwagi | 0.0 | 0.0 | 0.517435006028 | 20221027024549 | 20221027110843 | 1.096311878e9 | 248.0 | wikitext | NULL | null |
| 6.8861875e7 | 3.0 | 83.253.162.209 | 0.0 | 0.0 | 0.742474959398 | 20220521002106 | 20221008154250 | 1.049238116e9 | 2084.0 | wikitext | NULL | null |
| 6.8861876e7 | 3.0 | 66.44.6.113 | 0.0 | 1.0 | 0.162969264664 | 20220520225610 | 20221008154250 | 1.047585262e9 | 1161.0 | wikitext | NULL | null |
| 6.8861877e7 | 3.0 | Jitu_Bhardwaj | 0.0 | 1.0 | 0.581860852344 | 20220803125155 | 20220803125154 | 1.047585292e9 | 727.0 | wikitext | NULL | null |
| 6.8861878e7 | 10.0 | London_Spirit_squad | 0.0 | 0.0 | 0.667231224239 | 20220824164650 | 20220824164650 | 1.106444093e9 | 1780.0 | wikitext | NULL | null |
| 6.8861879e7 | 0.0 | Meredith_Calhoun | 0.0 | 0.0 | 7.6343032826e-2 | 20221023074722 | 20221010043324 | 1.100207818e9 | 1684.0 | wikitext | NULL | null |
| 6.886188e7 | 0.0 | Caproni_Transaero | 1.0 | 0.0 | 0.846645442553 | 20221027000854 | 20221027000854 | 1.047586123e9 | 87.0 | wikitext | NULL | null |
| 6.8861881e7 | 0.0 | Susil_Ranjan_Chattopadhyay | 0.0 | 0.0 | 0.419471357754 | 20221028074243 | 20221028174028 | 1.111419209e9 | 2211.0 | wikitext | NULL | null |
| 6.8861882e7 | 11.0 | London_Spirit_squad | 0.0 | 1.0 | 0.983301549027 | 20221023135015 | 20221025065153 | 1.047585389e9 | 23.0 | wikitext | NULL | null |
| 6.8861884e7 | 3.0 | 155.4.98.140 | 0.0 | 1.0 | 0.405219557885 | 20220520202254 | 20221008154250 | 1.047585425e9 | 1172.0 | wikitext | NULL | null |
| 6.8861887e7 | 1.0 | Susil_Ranjan_Chattopadhyay | 0.0 | 0.0 | 3.7404856018e-2 | 20221021144754 | 20220921193719 | 1.092374048e9 | 131.0 | wikitext | NULL | null |
| 6.8861888e7 | 3.0 | 2401:4900:599C:EC20:4FE8:D972:CEDF:2767 | 0.0 | 1.0 | 0.311511534435 | 20220520213156 | 20221008154250 | 1.047585576e9 | 1142.0 | wikitext | NULL | null |
| 6.8861889e7 | 4.0 | Sockpuppet_investigations/CreatorVRXAZ/Archive | 0.0 | 0.0 | 0.470124028531 | 20221024143701 | 20221030074923 | 1.053292145e9 | 8453.0 | wikitext | NULL | null |
| 6.8861891e7 | 0.0 | Meglio_del_cinema | 1.0 | 1.0 | 0.112435463605 | 20221021221816 | 20221018094248 | 1.047585685e9 | 19.0 | wikitext | NULL | null |
| 6.8861892e7 | 6.0 | Royole_logo.png | 0.0 | 1.0 | 0.844588284591 | 20221101064103 | 20221101064058 | 1.047585686e9 | 733.0 | wikitext | NULL | null |
| 6.8861893e7 | 3.0 | M_Noman_Akhtar_jutt | 0.0 | 1.0 | 0.335324713421 | 20221020153739 | 20221020153737 | 1.047585696e9 | 2358.0 | wikitext | NULL | null |
| 6.8861894e7 | 4.0 | Sockpuppet_investigations/Alaskayoung1/Archive | 0.0 | 1.0 | 0.613849213489 | 20221026145423 | 20221027013921 | 1.047585731e9 | 11736.0 | wikitext | NULL | null |
| 6.8861895e7 | 2.0 | Rubymhel_Lopez/sandbox | 0.0 | 0.0 | 0.978143661494 | 20220728025149 | 20220728025149 | 1.047586387e9 | 1862.0 | wikitext | NULL | null |
| 6.8861898e7 | 3.0 | 42.116.116.78 | 0.0 | 1.0 | 0.308417173063 | 20220913101410 | 20220803125157 | 1.04758591e9 | 1549.0 | wikitext | NULL | null |
| 6.8861899e7 | 3.0 | Annaspencer13 | 0.0 | 0.0 | 4.7991239914e-2 | 20221026145423 | 20221010150718 | 1.067213162e9 | 44860.0 | wikitext | NULL | null |
| 6.8861901e7 | 0.0 | Age_of_consent_in_Ireland | 1.0 | 1.0 | 0.496797919949 | 20221027165749 | 20221027165747 | 1.047585945e9 | 227.0 | wikitext | NULL | null |
| 6.8861902e7 | 3.0 | Ac2468 | 0.0 | 0.0 | 0.13607075548 | 20220906235936 | 20221010150719 | 1.101003158e9 | 25373.0 | wikitext | NULL | null |
| 6.8861903e7 | 1.0 | Mary_Camacho_Torres | 0.0 | 0.0 | 1.8038551388e-2 | 20221023093710 | 20220808033126 | 1.048070187e9 | 331.0 | wikitext | NULL | null |
| 6.8861904e7 | 3.0 | 2001:8F8:1825:2DA9:1057:4D27:D8C:57E0 | 0.0 | 1.0 | 0.846139371304 | 20220520205936 | 20221008154250 | 1.047586134e9 | 1315.0 | wikitext | NULL | null |
| 6.8861907e7 | 4.0 | Sockpuppet_investigations/Free1Soul/Archive | 0.0 | 1.0 | 0.432540925413 | 20221024143701 | 20221027013921 | 1.047586243e9 | 2504.0 | wikitext | NULL | null |
| 6.8861908e7 | 3.0 | 2A02:C7F:9808:A700:31CB:DAB8:BDCB:D98E | 0.0 | 1.0 | 0.287874441687 | 20220520222509 | 20221008154250 | 1.047586271e9 | 991.0 | wikitext | NULL | null |
| 6.8861911e7 | 0.0 | Caproni_Transaereo | 1.0 | 1.0 | 0.723926190856 | 20221018063514 | 20221018063512 | 1.047586406e9 | 27.0 | wikitext | NULL | null |
| 6.8861912e7 | 0.0 | Susil_Ranjan_Chatterjee | 1.0 | 1.0 | 8.671320226e-3 | 20221018172851 | 20221018172849 | 1.047586485e9 | 40.0 | wikitext | NULL | null |
| 6.8861913e7 | 0.0 | Lake_226 | 0.0 | 0.0 | 0.852973109236 | 20221023074722 | 20221018000040 | 1.085377763e9 | 12193.0 | wikitext | NULL | null |
| 6.8861914e7 | 3.0 | 2409:4073:40F:AD7D:0:0:17BE:38B1 | 0.0 | 1.0 | 0.58369705007 | 20220520214211 | 20221008154250 | 1.047586518e9 | 1158.0 | wikitext | NULL | null |
| 6.8861917e7 | 2.0 | Printy13/Denotation/Emma_Adriana_Peer_Review | 0.0 | 0.0 | 0.331069636456 | 20221023093710 | 20221003060233 | 1.04785712e9 | 6583.0 | wikitext | NULL | null |
| 6.8861918e7 | 3.0 | ADDSamuels | 0.0 | 0.0 | 0.943521830492 | 20221026145423 | 20221020153737 | 1.083226345e9 | 6711.0 | wikitext | NULL | null |
| 6.8861919e7 | 0.0 | Consulate-General_of_the_United_Kingdom,_Osaka | 1.0 | 0.0 | 0.830104407131 | 20221027074318 | 20221027074315 | 1.072946782e9 | 107.0 | wikitext | NULL | null |
| 6.886192e7 | 1.0 | Consulate-General_of_the_United_Kingdom,_Osaka | 1.0 | 0.0 | 0.485447801272 | 20221023093710 | 20221027074431 | 1.072946794e9 | 126.0 | wikitext | NULL | null |
| 6.8861921e7 | 3.0 | 2409:4073:212:5C5F:7179:AD1:ACC8:7655 | 0.0 | 1.0 | 0.143783638461 | 20220911065958 | 20220911065957 | 1.047586733e9 | 598.0 | wikitext | NULL | null |
| 6.8861922e7 | 3.0 | 71.233.44.133 | 0.0 | 1.0 | 0.41699307933 | 20220520233107 | 20221008154250 | 1.047586747e9 | 1156.0 | wikitext | NULL | null |
| 6.8861923e7 | 0.0 | CC-295_Kingfisher | 1.0 | 1.0 | 0.156389653778 | 20221018062921 | 20221018062920 | 1.047586758e9 | 29.0 | wikitext | NULL | null |
| 6.8861924e7 | 0.0 | CC-295 | 1.0 | 1.0 | 0.744837481136 | 20221018062921 | 20221018062920 | 1.047586792e9 | 29.0 | wikitext | NULL | null |
| 6.8861925e7 | 3.0 | Tereza_Rachinhas/TWA | 0.0 | 0.0 | 0.908649320722 | 20211001155634 | 20220929165626 | 1.047593913e9 | 1565.0 | wikitext | NULL | null |
| 6.8861926e7 | 2.0 | Nc1180lCm/Sample_page | 0.0 | 0.0 | 0.479813485944 | 20221011054852 | 20220728025148 | 1.047587095e9 | 61.0 | wikitext | NULL | null |
| 6.8861927e7 | 3.0 | 42.111.145.249 | 0.0 | 1.0 | 0.994624008234 | 20220520223345 | 20221008154250 | 1.047586871e9 | 1353.0 | wikitext | NULL | null |
| 6.8861928e7 | 3.0 | 1lavya28289 | 0.0 | 0.0 | 0.388343274816 | 20220917231312 | 20221010150718 | 1.078892878e9 | 14678.0 | wikitext | NULL | null |
| 6.8861929e7 | 3.0 | RTR1961 | 0.0 | 0.0 | 0.99895378596 | 20221031194404 | 20221020153741 | 1.049171577e9 | 3839.0 | wikitext | NULL | null |
| 6.886193e7 | 2.0 | Tereza_Rachinhas/TWA/Earth | 0.0 | 0.0 | 0.609928601472 | 20211001154940 | 20220929165626 | 1.047592683e9 | 1693.0 | wikitext | NULL | null |
| 6.8861931e7 | 0.0 | Embassy_of_the_State_of_Palestine,_Tokyo | 1.0 | 1.0 | 0.455965169176 | 20221027112856 | 20221027112854 | 1.047586976e9 | 88.0 | wikitext | NULL | null |
| 6.8861932e7 | 1.0 | Embassy_of_the_State_of_Palestine,_Tokyo | 1.0 | 1.0 | 0.438550505623 | 20221023093710 | 20221027113043 | 1.047586978e9 | 93.0 | wikitext | NULL | null |
| 6.8861933e7 | 0.0 | Pseudophilautus_munnarensis | 1.0 | 1.0 | 0.48019824697 | 20221018103403 | 20221018103402 | 1.047586979e9 | 76.0 | wikitext | NULL | null |
| 6.8861934e7 | 3.0 | Javad5351 | 0.0 | 0.0 | 0.566860048009 | 20220917231312 | 20221010150718 | 1.080541924e9 | 6690.0 | wikitext | NULL | null |
| 6.8861935e7 | 2.0 | MBge1644_2_PRO | 0.0 | 1.0 | 0.341220129777 | 20220728025149 | 20220728025148 | 1.047587011e9 | 81.0 | wikitext | NULL | null |
| 6.8861937e7 | 0.0 | Embassy_of_the_State_of_Palestine,_Manama | 1.0 | 1.0 | 0.832471659276 | 20221027112856 | 20221027112854 | 1.047587062e9 | 89.0 | wikitext | NULL | null |
| 6.8861938e7 | 1.0 | Embassy_of_the_State_of_Palestine,_Manama | 1.0 | 1.0 | 0.369152802806 | 20221023093710 | 20221027113042 | 1.047587064e9 | 94.0 | wikitext | NULL | null |
| 6.8861939e7 | 2.0 | Keith-S2dows/sandbox | 0.0 | 0.0 | 0.730965526507 | 20221023093710 | 20220803125345 | 1.048409694e9 | 147.0 | wikitext | NULL | null |
| 6.886194e7 | 0.0 | Philautus_munnarensis | 1.0 | 1.0 | 0.274782877886 | 20221018102607 | 20221018102606 | 1.047587079e9 | 76.0 | wikitext | NULL | null |
| 6.8861941e7 | 0.0 | Embassy_of_the_State_of_Palestine,_Hanoi | 1.0 | 1.0 | 0.61571053089 | 20221027112856 | 20221027112854 | 1.047587142e9 | 88.0 | wikitext | NULL | null |
| 6.8861942e7 | 1.0 | Embassy_of_the_State_of_Palestine,_Hanoi | 1.0 | 1.0 | 0.536381926203 | 20221023093710 | 20221027113042 | 1.047587146e9 | 93.0 | wikitext | NULL | null |
| 6.8861943e7 | 4.0 | Sockpuppet_investigations/Sherkohassan/Archive | 0.0 | 1.0 | 0.389762041558 | 20221024143701 | 20221027013921 | 1.047587177e9 | 4793.0 | wikitext | NULL | null |
| 6.8861944e7 | 3.0 | 49.204.128.208 | 0.0 | 0.0 | 0.752363175792 | 20220803125159 | 20220803125157 | 1.047587703e9 | 585.0 | wikitext | NULL | null |
| 6.8861945e7 | 0.0 | 2021–22_EuroLeague_Regular_Season | 0.0 | 0.0 | 0.449837602164 | 20221023074722 | 20221029003730 | 1.095308811e9 | 302424.0 | wikitext | NULL | null |
| 6.8861946e7 | 3.0 | AirportCodeTemplate | 0.0 | 0.0 | 0.328857306603 | 20221026145423 | 20221018143337 | 1.047848297e9 | 6093.0 | wikitext | NULL | null |
| 6.8861947e7 | 4.0 | Sockpuppet_investigations/Trane007/Archive | 0.0 | 0.0 | 0.881258721024 | 20221031194404 | 20221030074923 | 1.060512974e9 | 15262.0 | wikitext | NULL | null |
| 6.8861948e7 | 3.0 | 117.216.19.28 | 0.0 | 1.0 | 0.55033049026 | 20220520195746 | 20221008154250 | 1.047587333e9 | 1160.0 | wikitext | NULL | null |
| 6.8861949e7 | 2.0 | Tereza_Rachinhas | 0.0 | 0.0 | 0.36955742278 | 20220701113736 | 20220929054446 | 1.047599072e9 | 281.0 | wikitext | NULL | null |
| 6.886195e7 | 4.0 | Sockpuppet_investigations/Andlol17/Archive | 0.0 | 1.0 | 0.208652424958 | 20221031194404 | 20221030074923 | 1.047587372e9 | 5383.0 | wikitext | NULL | null |
| 6.8861951e7 | 3.0 | Tereza_Rachinhas/TWA/Earth | 0.0 | 0.0 | 4.2618267527e-2 | 20220712205541 | 20220929165626 | 1.047594761e9 | 7253.0 | wikitext | NULL | null |
| 6.8861952e7 | 3.0 | Parth006 | 0.0 | 1.0 | 0.388742685675 | 20220913101410 | 20220804014400 | 1.047587391e9 | 1159.0 | wikitext | NULL | null |
| 6.8861953e7 | 3.0 | Aj_indiana | 0.0 | 0.0 | 0.39802279306 | 20221026145423 | 20221010150718 | 1.080751899e9 | 24741.0 | wikitext | NULL | null |
| 6.8861954e7 | 0.0 | Invasión_de_Bahia_de_Cochinos | 1.0 | 0.0 | 0.720539326591 | 20221029083337 | 20221028133838 | 1.052406473e9 | 110.0 | wikitext | NULL | null |
| 6.8861955e7 | 0.0 | Hobble_Creek,_Utah | 0.0 | 1.0 | 0.528350052275 | 20221028121640 | 20221028121843 | 1.04758748e9 | 3417.0 | wikitext | NULL | null |
| 6.8861956e7 | 3.0 | Bayonetofficial | 0.0 | 0.0 | 0.910038885365 | 20221017141659 | 20221030074923 | 1.047619668e9 | 8831.0 | wikitext | NULL | null |
| 6.8861957e7 | 0.0 | List_of_islands_of_Sint_Maarten | 1.0 | 1.0 | 0.40058629686 | 20221101055734 | 20221018091850 | 1.047587508e9 | 54.0 | wikitext | NULL | null |
| 6.8861958e7 | 2.0 | Siyabonga7492 | 0.0 | 0.0 | 0.576091394572 | 20220728111157 | 20220728111155 | 1.054999184e9 | 349.0 | wikitext | NULL | null |
| 6.8861959e7 | 0.0 | The_Crozier_Pharaohs | 0.0 | 0.0 | 6.7074127843e-2 | 20221101064104 | 20221101064213 | 1.082825215e9 | 1891.0 | wikitext | NULL | null |
| 6.886196e7 | 1.0 | +–=÷x_Tour | 0.0 | 0.0 | 0.964977619774 | 20221021144754 | 20220902204758 | 1.098332963e9 | 1391.0 | wikitext | NULL | null |
| 6.8861961e7 | 0.0 | RetroCrush | 1.0 | 0.0 | 0.376468999751 | 20221031141824 | 20221031141820 | 1.090991252e9 | 105.0 | wikitext | NULL | null |
| 6.8861962e7 | 1.0 | List_of_islands_of_Sint_Maarten | 0.0 | 1.0 | 0.165307957322 | 20221021144754 | 20221004085507 | 1.047587599e9 | 54.0 | wikitext | NULL | null |
| 6.8861963e7 | 1.0 | The_Crozier_Pharaohs | 0.0 | 1.0 | 0.163782544605 | 20221021144754 | 20220828055325 | 1.047587604e9 | 51.0 | wikitext | NULL | null |
| 6.8861965e7 | 3.0 | Nc1180lCm/Sample_page | 0.0 | 0.0 | 0.776604017024 | 20220803125159 | 20220803125158 | 1.047587881e9 | 16.0 | wikitext | NULL | null |
| 6.8861966e7 | 3.0 | Sinssine97 | 0.0 | 1.0 | 0.608458681933 | 20220913101410 | 20220804014401 | 1.047587711e9 | 1288.0 | wikitext | NULL | null |
| 6.8861968e7 | 2.0 | Tereza_Rachinhas/TWA/Earth/2 | 0.0 | 0.0 | 0.676353152135 | 20220611214917 | 20220929165626 | 1.047597217e9 | 22779.0 | wikitext | NULL | null |
| 6.8861969e7 | 3.0 | Autodidacticthinker | 0.0 | 1.0 | 0.739077358624 | 20220913101410 | 20220803215305 | 1.04758783e9 | 1256.0 | wikitext | NULL | null |
Next, let us check that we got all the data, and there are no corrupted records:
readFromCSV.createOrReplaceTempView("pages")
SELECT * FROM pages WHERE _corrupt_record IS NOT NULL
| page_id | page_namespace | page_title | page_is_redirect | page_is_new | page_random | page_touched | page_links_updated | page_latest | page_len | page_content_model | page_lang | _corrupt_record |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7.170164e7 | 0.0 | 104-2,3,(6 | null | null | null | null | null | null | null | null | null | 71701640,0,'104-2,3,(6 |
| null | null | 1 | 1.0 | null | 2.0221101041357e13 | 20221028090110 | 1109047991 | 113.0 | null | NULL | null | 7),11',1,1,0.143243519864,'20221101041357','20221028090110',1109047991,113,'wikitext',NULL |
Okay, so, we lost a single row. It is a page that has since been redirected to this little bit of text in the Victoria (Australia) article:

So since the title of the article itself contained the string ),(, our splitting at that character combo broke the line into two rows, both of which are invalid records. Should be easy enough to deal with - we just need to filter out the two rows that have non-null _corrupt_record.
Let us now filter down to the data we actually want, and save this to the Delta Lake. First off, only pages in namespace zero are main-wikipedia articles, so we can drop everything outside of it. There are also a bunch of columns containing information we don't care about, so we can skip including those as well.
SELECT page_id, page_title, page_is_redirect, page_is_new AS has_been_edited, page_len, page_content_model, page_lang FROM pages WHERE (page_id IS NOT NULL) AND (page_namespace = 0) AND (page_title IS NOT NULL) AND (_corrupt_record IS NULL)
| page_id | page_title | page_is_redirect | has_been_edited | page_len | page_content_model | page_lang |
|---|---|---|---|---|---|---|
| 6.886083e7 | William_Alexander_(architect) | 0.0 | 0.0 | 4098.0 | wikitext | NULL |
| 6.8860833e7 | 1911_South_Sydney_season | 0.0 | 0.0 | 9240.0 | wikitext | NULL |
| 6.8860837e7 | Longtail_weasel | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8860841e7 | RTL_Up | 1.0 | 1.0 | 66.0 | wikitext | NULL |
| 6.8860847e7 | The_Sex_Side_of_Life | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.886085e7 | Facemasks_during_the_Covid-19_pandemic | 1.0 | 1.0 | 53.0 | wikitext | NULL |
| 6.8860855e7 | List_of_awards_and_nominations_received_by_George_Lucas | 0.0 | 0.0 | 12877.0 | wikitext | NULL |
| 6.8860859e7 | Second_Chance_Motorsports | 0.0 | 0.0 | 144.0 | wikitext | NULL |
| 6.8860861e7 | Lenny_Massey | 0.0 | 0.0 | 5170.0 | wikitext | NULL |
| 6.8860862e7 | 2021–22_EHF_European_League | 0.0 | 0.0 | 26821.0 | wikitext | NULL |
| 6.8860864e7 | 2021_Asian_Table_Tennis_Championships_–_Women's_team | 0.0 | 0.0 | 10200.0 | wikitext | NULL |
| 6.8860867e7 | Rina_Fukushi | 0.0 | 0.0 | 2431.0 | wikitext | NULL |
| 6.8860871e7 | 1979_in_Finland | 0.0 | 0.0 | 2619.0 | wikitext | NULL |
| 6.8860884e7 | Charlie_Patino | 0.0 | 0.0 | 11964.0 | wikitext | NULL |
| 6.8860893e7 | Thomas_Beven | 0.0 | 0.0 | 3931.0 | wikitext | NULL |
| 6.8860897e7 | Tomas_Serra_Olives | 0.0 | 0.0 | 2357.0 | wikitext | NULL |
| 6.8860898e7 | Charlie_Patiño | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8860903e7 | Tetilla_(sponge) | 0.0 | 0.0 | 5630.0 | wikitext | NULL |
| 6.8860904e7 | Something_Real_(Phoebe_Snow_album) | 0.0 | 0.0 | 8917.0 | wikitext | NULL |
| 6.8860905e7 | Luca_Pretolesi | 0.0 | 0.0 | 6932.0 | wikitext | NULL |
| 6.8860914e7 | Jme_tire | 1.0 | 1.0 | 23.0 | wikitext | NULL |
| 6.8860916e7 | Doolot_Sydykov | 0.0 | 0.0 | 4332.0 | wikitext | NULL |
| 6.8860928e7 | Saterfrisian | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8860935e7 | Al_McCoy_(baseball) | 0.0 | 0.0 | 2658.0 | wikitext | NULL |
| 6.8860936e7 | Ich_bin_weg_(Boro_boro) | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8860938e7 | Ich_bin_weg_(Boro_Boro) | 1.0 | 0.0 | 47.0 | wikitext | NULL |
| 6.8860943e7 | Ich_bin_weg | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8860953e7 | Yahya_Mahayni | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 6.8860957e7 | Barium_ethynediide | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8860963e7 | P-synephrine | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8860977e7 | Blessed_&_Free | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.886098e7 | Early-May_1933_tornado_outbreak_sequence | 1.0 | 1.0 | 106.0 | wikitext | NULL |
| 6.8861001e7 | Date_of_birth_and_personality | 1.0 | 1.0 | 35.0 | wikitext | NULL |
| 6.8861003e7 | Karl_Richard_Hanitsch | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8861005e7 | Personality_and_date_of_birth | 1.0 | 1.0 | 35.0 | wikitext | NULL |
| 6.8861007e7 | 2021–22_Serbian_Cup | 0.0 | 0.0 | 26127.0 | wikitext | NULL |
| 6.8861013e7 | Siege_of_Kufa | 1.0 | 0.0 | 145.0 | wikitext | NULL |
| 6.8861024e7 | Candy_Thuzar | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8861032e7 | Just_a_Waste_(PinkPantheress_song) | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 6.8861037e7 | La_Vie_d'artiste_(film) | 0.0 | 0.0 | 3611.0 | wikitext | NULL |
| 6.8861047e7 | US_Embassy_in_Berlin | 1.0 | 1.0 | 78.0 | wikitext | NULL |
| 6.8861053e7 | Gaualofa | 0.0 | 0.0 | 8798.0 | wikitext | NULL |
| 6.8861055e7 | Gilberto_García_(chess_player) | 0.0 | 0.0 | 2298.0 | wikitext | NULL |
| 6.8861064e7 | Andrée_Millar | 0.0 | 0.0 | 7806.0 | wikitext | NULL |
| 6.8861066e7 | Parliamentary_Office_for_the_Evaluation_of_Scientific_and_Technological_Choices | 0.0 | 0.0 | 23592.0 | wikitext | NULL |
| 6.8861068e7 | Attracted_to_You_(PinkPantheress_song) | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 6.8861073e7 | Nam_Tok_Sai_Yok_Noi_railway_halt | 1.0 | 1.0 | 66.0 | wikitext | NULL |
| 6.8861078e7 | Sonterra,_Texas | 0.0 | 0.0 | 3323.0 | wikitext | NULL |
| 6.8861079e7 | 2021–22_Zamalek_SC_(basketball)_season | 0.0 | 0.0 | 60744.0 | wikitext | NULL |
| 6.886108e7 | The_Work_(album) | 0.0 | 0.0 | 6095.0 | wikitext | NULL |
| 6.8861081e7 | The_Work_(Rivers_of_Nihil_album) | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8861082e7 | Sonterra | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.8861084e7 | Rivers_of_Nihil_discography | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8861113e7 | Jean_Paul_Hobler | 1.0 | 1.0 | 84.0 | wikitext | NULL |
| 6.8861121e7 | Listed_buildings_in_Barnsley_(Central_Ward) | 0.0 | 0.0 | 54609.0 | wikitext | NULL |
| 6.8861128e7 | Tetilla_capillosa | 0.0 | 0.0 | 2973.0 | wikitext | NULL |
| 6.8861131e7 | (326732)_2003_HB6 | 1.0 | 0.0 | 278.0 | wikitext | NULL |
| 6.8861134e7 | 2021_Ecuadorian_prison_riot | 1.0 | 0.0 | 50.0 | wikitext | NULL |
| 6.8861138e7 | Shanna_Swan | 0.0 | 0.0 | 5518.0 | wikitext | NULL |
| 6.8861154e7 | Funeral_Ceremonies | 0.0 | 0.0 | 5006.0 | wikitext | NULL |
| 6.8861156e7 | Abdorrasul_Zarrin | 0.0 | 0.0 | 9600.0 | wikitext | NULL |
| 6.8861158e7 | Banque_du_Peuple | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 6.8861159e7 | National_Board_of_Student_Aid_(Sweden) | 1.0 | 1.0 | 99.0 | wikitext | NULL |
| 6.8861163e7 | Kurdistan_Democratic_Independence_Party_(PASOK) | 0.0 | 0.0 | 2611.0 | wikitext | NULL |
| 6.8861164e7 | (285571)_2000_PQ9 | 1.0 | 0.0 | 278.0 | wikitext | NULL |
| 6.8861167e7 | 1951_South_Sydney_season | 0.0 | 0.0 | 12682.0 | wikitext | NULL |
| 6.886117e7 | Dea_Liane | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 6.8861186e7 | Barnabáš_Lacík | 0.0 | 1.0 | 2079.0 | wikitext | NULL |
| 6.8861201e7 | Alqabas | 1.0 | 1.0 | 69.0 | wikitext | NULL |
| 6.8861209e7 | Blauw-Wit_Beursbengels | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 6.8861211e7 | Petrol_panic | 1.0 | 0.0 | 52.0 | wikitext | NULL |
| 6.8861221e7 | Nick_McCloud | 0.0 | 0.0 | 5266.0 | wikitext | NULL |
| 6.8861227e7 | Unification_of_Germany_(1871) | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 6.8861231e7 | Santa_Rita_Ranch,_Texas | 0.0 | 0.0 | 3286.0 | wikitext | NULL |
| 6.8861233e7 | Santa_Rita_Ranch | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8861234e7 | Jimmy_Dean_(baseball) | 0.0 | 0.0 | 2685.0 | wikitext | NULL |
| 6.8861244e7 | Watthana_Nakhon_railway_station | 0.0 | 0.0 | 1397.0 | wikitext | NULL |
| 6.8861245e7 | Border_abolitionism | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8861248e7 | Boyfriend_(EP) | 1.0 | 1.0 | 18.0 | wikitext | NULL |
| 6.8861249e7 | Border_abolition | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.886125e7 | Boyfriend_(CKay_EP) | 1.0 | 1.0 | 18.0 | wikitext | NULL |
| 6.8861255e7 | Dickie_Moltisanti | 1.0 | 1.0 | 64.0 | wikitext | NULL |
| 6.8861258e7 | Faustina_Rehuher-Marugg | 1.0 | 0.0 | 57.0 | wikitext | NULL |
| 6.8861261e7 | Erkin_Tuniyaz | 0.0 | 0.0 | 6115.0 | wikitext | NULL |
| 6.8861262e7 | Nong_Sang_railway_station | 0.0 | 0.0 | 1364.0 | wikitext | NULL |
| 6.8861263e7 | Matthew_Smith | 0.0 | 0.0 | 3273.0 | wikitext | NULL |
| 6.8861267e7 | Caravaggio_(song) | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8861268e7 | Matt_Smith_(disambiguation) | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 6.8861269e7 | Government_College_of_Education,_Komarapalayam | 0.0 | 0.0 | 3784.0 | wikitext | NULL |
| 6.886127e7 | Thomas_Burton_(16th_century_MP) | 0.0 | 0.0 | 4883.0 | wikitext | NULL |
| 6.8861274e7 | Caravaggio_(1.Cuz_song) | 1.0 | 1.0 | 19.0 | wikitext | NULL |
| 6.8861276e7 | Berlinia_grandiflora | 0.0 | 0.0 | 2781.0 | wikitext | NULL |
| 6.8861278e7 | Ban_Dong_Bang_railway_station | 0.0 | 0.0 | 1431.0 | wikitext | NULL |
| 6.886128e7 | Zhang_Jianmin | 0.0 | 0.0 | 4178.0 | wikitext | NULL |
| 6.8861283e7 | Deng_Jianjun | 0.0 | 0.0 | 3647.0 | wikitext | NULL |
| 6.8861286e7 | Michela_De_Rossi | 0.0 | 0.0 | 4008.0 | wikitext | NULL |
| 6.886129e7 | Mao_Jingwen | 0.0 | 0.0 | 3579.0 | wikitext | NULL |
| 6.8861293e7 | Prachantakham_railway_station | 0.0 | 0.0 | 1397.0 | wikitext | NULL |
| 6.8861294e7 | Mennekes_connector | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8861297e7 | Koreatwon,_Flushing | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.886131e7 | Alexandra_Intrator | 1.0 | 1.0 | 39.0 | wikitext | NULL |
| 6.8861312e7 | Khok_Makok_railway_station | 0.0 | 0.0 | 1388.0 | wikitext | NULL |
| 6.8861314e7 | Lauren_DiMario | 1.0 | 1.0 | 39.0 | wikitext | NULL |
| 6.8861317e7 | Johnny_Soprano | 1.0 | 1.0 | 56.0 | wikitext | NULL |
| 6.8861325e7 | Asclepiadeae | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8861328e7 | Suicide_of_Etika | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 6.8861329e7 | Death_and_the_Maiden_(novel) | 0.0 | 0.0 | 1738.0 | wikitext | NULL |
| 6.8861334e7 | Sterphus_auricaudatus | 0.0 | 0.0 | 1526.0 | wikitext | NULL |
| 6.8861335e7 | Peter_Heering | 1.0 | 1.0 | 75.0 | wikitext | NULL |
| 6.8861343e7 | Build-up_(association_football) | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 6.8861344e7 | Ban_Pak_Phli_railway_station | 0.0 | 0.0 | 1697.0 | wikitext | NULL |
| 6.8861349e7 | Diocese_of_the_Romanian_Army | 0.0 | 0.0 | 5009.0 | wikitext | NULL |
| 6.886135e7 | Michael_and_Alice_Halkias | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861353e7 | Auguste_Gérôme | 0.0 | 0.0 | 5689.0 | wikitext | NULL |
| 6.8861357e7 | Ban_Sang_railway_station | 0.0 | 0.0 | 1364.0 | wikitext | NULL |
| 6.886136e7 | Jehiel_Beman | 0.0 | 0.0 | 5038.0 | wikitext | NULL |
| 6.8861364e7 | Underbart_i_all_misär | 1.0 | 1.0 | 21.0 | wikitext | NULL |
| 6.8861365e7 | Bolshoy_Yeravna | 0.0 | 0.0 | 4534.0 | wikitext | NULL |
| 6.8861367e7 | Prachinburi_railway_station | 0.0 | 0.0 | 2222.0 | wikitext | NULL |
| 6.8861368e7 | Tanja_Gellenthien | 0.0 | 0.0 | 5679.0 | wikitext | NULL |
| 6.8861369e7 | Bolshoy_Yeravna_Lake | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.886137e7 | Melissa_Malzkuhn | 0.0 | 0.0 | 7541.0 | wikitext | NULL |
| 6.8861373e7 | Tanja_Jensen | 1.0 | 1.0 | 54.0 | wikitext | NULL |
| 6.8861376e7 | Mohamed_Shamas | 1.0 | 1.0 | 77.0 | wikitext | NULL |
| 6.8861382e7 | Bukit_Merah_double_murders | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861384e7 | Fourth_Son_South | 0.0 | 0.0 | 3839.0 | wikitext | NULL |
| 6.8861387e7 | Two_Point_Campus | 0.0 | 0.0 | 9340.0 | wikitext | NULL |
| 6.8861389e7 | Angie_Ng_(murder_victim) | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.886139e7 | Naoki_Ishikawa_(photographer) | 0.0 | 0.0 | 20610.0 | wikitext | NULL |
| 6.8861391e7 | Jacaeber_Kastor | 0.0 | 0.0 | 10114.0 | wikitext | NULL |
| 6.8861393e7 | Crystal_Poh | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861394e7 | List_of_English_football_transfers_winter_2021–22 | 0.0 | 0.0 | 168980.0 | wikitext | NULL |
| 6.8861399e7 | James_Winston | 0.0 | 0.0 | 425.0 | wikitext | NULL |
| 6.8861404e7 | Khlong_Bang_Phra_railway_station | 0.0 | 0.0 | 1475.0 | wikitext | NULL |
| 6.8861405e7 | Hans_Nylund | 0.0 | 1.0 | 1364.0 | wikitext | NULL |
| 6.8861409e7 | Anton_Edler_von_Schmid | 0.0 | 0.0 | 7688.0 | wikitext | NULL |
| 6.8861421e7 | Preng_railway_station | 0.0 | 0.0 | 1541.0 | wikitext | NULL |
| 6.8861422e7 | Khlong_Udom_Chonlajorn_Halt_railway_station | 1.0 | 1.0 | 49.0 | wikitext | NULL |
| 6.8861428e7 | Jan_Ørke | 0.0 | 1.0 | 1318.0 | wikitext | NULL |
| 6.8861436e7 | Jan_Orke | 1.0 | 1.0 | 22.0 | wikitext | NULL |
| 6.8861438e7 | Rathana_Club | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.886144e7 | 1923_West_Tennessee_State_Normal_football_team | 0.0 | 0.0 | 3809.0 | wikitext | NULL |
| 6.8861441e7 | Rakhagarhi | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8861442e7 | Manlio_De_Domenico | 0.0 | 0.0 | 11894.0 | wikitext | NULL |
| 6.8861445e7 | Daniela_Rathana_discography | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8861446e7 | Hans_Saksvik | 0.0 | 1.0 | 1374.0 | wikitext | NULL |
| 6.8861448e7 | Sarah_Story | 0.0 | 0.0 | 4272.0 | wikitext | NULL |
| 6.8861454e7 | Recursion_in_natural_languages | 1.0 | 1.0 | 82.0 | wikitext | NULL |
| 6.8861459e7 | Anton_von_Schmid | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.886146e7 | Sean_Rhyan | 0.0 | 0.0 | 7144.0 | wikitext | NULL |
| 6.8861463e7 | Epistlar | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8861466e7 | Kåre_Bjørnsen | 0.0 | 0.0 | 1462.0 | wikitext | NULL |
| 6.8861467e7 | Epistlar_(EP) | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8861472e7 | Kare_Bjornsen | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8861482e7 | Don_Si_Non_railway_station | 0.0 | 0.0 | 3011.0 | wikitext | NULL |
| 6.8861483e7 | Phil_L._Hudson_Municipal_Airport | 1.0 | 1.0 | 74.0 | wikitext | NULL |
| 6.8861496e7 | James_Winston_(thespian) | 0.0 | 0.0 | 765.0 | wikitext | NULL |
| 6.8861498e7 | 2021-22_Serbian_Cup | 1.0 | 1.0 | 178.0 | wikitext | NULL |
| 6.8861502e7 | 2021-22_EHF_European_League | 1.0 | 1.0 | 202.0 | wikitext | NULL |
| 6.8861503e7 | Phan_Thong_railway_station | 0.0 | 0.0 | 2992.0 | wikitext | NULL |
| 6.8861504e7 | Anton_Von_Schmid | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8861507e7 | 2021_World_Wrestling_Championships_–_Men's_freestyle_61_kg | 0.0 | 0.0 | 8763.0 | wikitext | NULL |
| 6.8861508e7 | Listed_buildings_in_Cudworth,_South_Yorkshire | 0.0 | 0.0 | 3246.0 | wikitext | NULL |
| 6.886151e7 | Heropanti_2_(2022_film) | 1.0 | 0.0 | 63.0 | wikitext | NULL |
| 6.8861511e7 | List_of_English_football_transfers_winter_2021-22 | 1.0 | 1.0 | 268.0 | wikitext | NULL |
| 6.8861514e7 | 2021-22_Liga_IV_Galați | 1.0 | 0.0 | 272.0 | wikitext | NULL |
| 6.8861516e7 | Wilhelm_Eliassen | 0.0 | 0.0 | 1437.0 | wikitext | NULL |
| 6.8861518e7 | Tornado_outbreak_sequence_of_May_4-10,_1933 | 1.0 | 1.0 | 250.0 | wikitext | NULL |
| 6.8861523e7 | Servant_of_the_Mind | 0.0 | 0.0 | 21859.0 | wikitext | NULL |
| 6.8861525e7 | 2021_Asian_Table_Tennis_Championships_-_Women's_team | 1.0 | 1.0 | 277.0 | wikitext | NULL |
| 6.8861526e7 | Servant_of_the_Mind_(album) | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 6.8861529e7 | Servant_of_the_Mind_(Volbeat_album) | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 6.886153e7 | +-=÷x_Tour | 1.0 | 1.0 | 154.0 | wikitext | NULL |
| 6.8861532e7 | Bang_Phra_railway_station | 0.0 | 0.0 | 3003.0 | wikitext | NULL |
| 6.8861533e7 | Pucheng-Meizhou_railway | 1.0 | 1.0 | 190.0 | wikitext | NULL |
| 6.8861536e7 | 2021_World_Wrestling_Championships_-_Men's_freestyle_61_kg | 1.0 | 1.0 | 295.0 | wikitext | NULL |
| 6.8861545e7 | Kåre_Aasgaard | 0.0 | 0.0 | 1415.0 | wikitext | NULL |
| 6.8861551e7 | Kare_Aasgaard | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8861552e7 | Ban_Huai_Khwang_railway_station | 0.0 | 0.0 | 3119.0 | wikitext | NULL |
| 6.8861553e7 | Jaume_Masiá | 1.0 | 1.0 | 73.0 | wikitext | NULL |
| 6.8861561e7 | Roald_Paulsen | 0.0 | 1.0 | 1343.0 | wikitext | NULL |
| 6.8861568e7 | Anthonio_Sanjairag | 0.0 | 0.0 | 4105.0 | wikitext | NULL |
| 6.886157e7 | Tor_Wæhler | 0.0 | 1.0 | 1327.0 | wikitext | NULL |
| 6.8861575e7 | Mulholland_Drive_(album) | 0.0 | 0.0 | 8628.0 | wikitext | NULL |
| 6.8861577e7 | Chonburi_railway_station | 0.0 | 0.0 | 3598.0 | wikitext | NULL |
| 6.8861578e7 | Tor_Waehler | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8861582e7 | 1898_Nebraska_gubernatorial_election | 0.0 | 0.0 | 6402.0 | wikitext | NULL |
| 6.8861583e7 | Circuit_Laundry | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8861585e7 | Cynanchum_pulchellum | 0.0 | 0.0 | 1238.0 | wikitext | NULL |
| 6.886159e7 | Svein_Hammerø | 0.0 | 1.0 | 1350.0 | wikitext | NULL |
| 6.8861593e7 | Svein_Hammero | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8861596e7 | Savage_River_(TV_series) | 0.0 | 0.0 | 11382.0 | wikitext | NULL |
| 6.8861598e7 | Børge_Josefsen | 0.0 | 1.0 | 1358.0 | wikitext | NULL |
| 6.88616e7 | Borge_Josefsen | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8861602e7 | The_Dancing_Druids | 0.0 | 0.0 | 1868.0 | wikitext | NULL |
| 6.8861607e7 | Finn_Vådahl | 0.0 | 1.0 | 1333.0 | wikitext | NULL |
| 6.8861611e7 | Rutherford_B._Hayes_Presidential_Library_&_Museums | 1.0 | 1.0 | 53.0 | wikitext | NULL |
| 6.8861615e7 | Finn_Vadahl | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8861617e7 | Oxalis_bifida | 0.0 | 0.0 | 2900.0 | wikitext | NULL |
| 6.8861627e7 | 2021_AFL_Sydney | 1.0 | 1.0 | 156.0 | wikitext | NULL |
| 6.886163e7 | Dancing_on_My_Knees | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 6.8861632e7 | Melbourne_Welsh_Church | 0.0 | 0.0 | 4587.0 | wikitext | NULL |
| 6.8861636e7 | Ole_Kristian_Olsen | 0.0 | 1.0 | 1366.0 | wikitext | NULL |
| 6.8861638e7 | Jarle_Bernhoft_discography | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8861644e7 | SF_Mono | 1.0 | 1.0 | 57.0 | wikitext | NULL |
| 6.8861648e7 | Impact_of_the_COVID-19_pandemic_on_gridiron_football | 0.0 | 0.0 | 61782.0 | wikitext | NULL |
| 6.886165e7 | Erik_Karlsen | 0.0 | 0.0 | 1839.0 | wikitext | NULL |
| 6.8861663e7 | Angie_Ng_Wee_Peng | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861665e7 | The_Art_of_Disappearing | 1.0 | 1.0 | 23.0 | wikitext | NULL |
| 6.8861667e7 | Crystal_Poh_Shi_Qi | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861669e7 | Women's_Wrestling_Grand_Prize | 1.0 | 0.0 | 123.0 | wikitext | NULL |
| 6.886167e7 | Rune_Hansen | 0.0 | 0.0 | 1853.0 | wikitext | NULL |
| 6.8861671e7 | Murders_of_Angie_Ng_and_Crystal_Poh | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8861678e7 | Rachel_David | 0.0 | 0.0 | 9366.0 | wikitext | NULL |
| 6.8861686e7 | UFC_Fight_Night_199 | 1.0 | 0.0 | 48.0 | wikitext | NULL |
| 6.8861691e7 | Pa_Sheehy_discography | 1.0 | 1.0 | 35.0 | wikitext | NULL |
| 6.8861695e7 | Association_of_Polish_Electrical_Engineers | 0.0 | 0.0 | 6602.0 | wikitext | NULL |
| 6.8861697e7 | While_We_Live | 0.0 | 0.0 | 4140.0 | wikitext | NULL |
| 6.8861699e7 | The_Polymath | 0.0 | 0.0 | 15716.0 | wikitext | NULL |
| 6.88617e7 | Joshi_Puroresu_Grand_Prize | 1.0 | 0.0 | 123.0 | wikitext | NULL |
| 6.8861701e7 | Ground_Controlled_Approach_Squadron_RAF | 1.0 | 1.0 | 100.0 | wikitext | NULL |
| 6.8861702e7 | Ground_Controlled_Approach_Flight_RAF | 1.0 | 1.0 | 100.0 | wikitext | NULL |
| 6.8861703e7 | Human_hermaphroditism | 1.0 | 0.0 | 70.0 | wikitext | NULL |
| 6.8861707e7 | Joshua_Vanneck | 0.0 | 1.0 | 275.0 | wikitext | NULL |
| 6.8861711e7 | Franz_Schmidt_(serial_killer) | 0.0 | 0.0 | 7866.0 | wikitext | NULL |
| 6.8861715e7 | PonJola_Coney | 0.0 | 0.0 | 6349.0 | wikitext | NULL |
| 6.8861722e7 | The_Lathums_discography | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8861723e7 | East_Basin,_Utah | 0.0 | 1.0 | 3712.0 | wikitext | NULL |
| 6.8861739e7 | 2021_World_Wrestling_Championships_–_Men's_freestyle_125_kg | 0.0 | 0.0 | 6785.0 | wikitext | NULL |
| 6.8861773e7 | Ida_Bagus_Putra_Manuaba | 0.0 | 0.0 | 4073.0 | wikitext | NULL |
| 6.8861783e7 | Drina_National_Park | 0.0 | 0.0 | 4738.0 | wikitext | NULL |
| 6.8861784e7 | Ceriogaster_auricaudatus | 1.0 | 1.0 | 35.0 | wikitext | NULL |
| 6.8861798e7 | Oleh_Synyehubov | 0.0 | 0.0 | 9731.0 | wikitext | NULL |
| 6.88618e7 | No._1312_Mobile_Wing_RAF_Regiment | 1.0 | 1.0 | 96.0 | wikitext | NULL |
| 6.8861801e7 | No._1315_Mobile_Wing_RAF_Regiment | 1.0 | 1.0 | 96.0 | wikitext | NULL |
| 6.8861803e7 | Nijel_Pack | 0.0 | 0.0 | 8170.0 | wikitext | NULL |
| 6.8861807e7 | Sienna_Mapelli_Mozzi | 1.0 | 0.0 | 302.0 | wikitext | NULL |
| 6.8861828e7 | No._2893_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.886183e7 | Parti_Libre_Canada | 1.0 | 0.0 | 107.0 | wikitext | NULL |
| 6.8861845e7 | 1941_Spring_Hill_Badgers_football_team | 0.0 | 0.0 | 5517.0 | wikitext | NULL |
| 6.8861848e7 | Adolfo_Infante | 0.0 | 0.0 | 8149.0 | wikitext | NULL |
| 6.8861849e7 | 2021_UCI_Road_World_Championships_–_Men's_under-23_time_trial | 0.0 | 0.0 | 6687.0 | wikitext | NULL |
| 6.8861859e7 | Volevo_fare_la_Rockstar | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8861861e7 | Richard_Sseruwagi | 0.0 | 0.0 | 4659.0 | wikitext | NULL |
| 6.8861863e7 | Volevo_fare_la_rockstar | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8861868e7 | Volevo_fare_la_rockstar_(album) | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8861879e7 | Meredith_Calhoun | 0.0 | 0.0 | 1684.0 | wikitext | NULL |
| 6.886188e7 | Caproni_Transaero | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 6.8861881e7 | Susil_Ranjan_Chattopadhyay | 0.0 | 0.0 | 2211.0 | wikitext | NULL |
| 6.8861891e7 | Meglio_del_cinema | 1.0 | 1.0 | 19.0 | wikitext | NULL |
| 6.8861901e7 | Age_of_consent_in_Ireland | 1.0 | 1.0 | 227.0 | wikitext | NULL |
| 6.8861911e7 | Caproni_Transaereo | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8861912e7 | Susil_Ranjan_Chatterjee | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8861913e7 | Lake_226 | 0.0 | 0.0 | 12193.0 | wikitext | NULL |
| 6.8861919e7 | Consulate-General_of_the_United_Kingdom,_Osaka | 1.0 | 0.0 | 107.0 | wikitext | NULL |
| 6.8861923e7 | CC-295_Kingfisher | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.8861924e7 | CC-295 | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.8861931e7 | Embassy_of_the_State_of_Palestine,_Tokyo | 1.0 | 1.0 | 88.0 | wikitext | NULL |
| 6.8861933e7 | Pseudophilautus_munnarensis | 1.0 | 1.0 | 76.0 | wikitext | NULL |
| 6.8861937e7 | Embassy_of_the_State_of_Palestine,_Manama | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886194e7 | Philautus_munnarensis | 1.0 | 1.0 | 76.0 | wikitext | NULL |
| 6.8861941e7 | Embassy_of_the_State_of_Palestine,_Hanoi | 1.0 | 1.0 | 88.0 | wikitext | NULL |
| 6.8861945e7 | 2021–22_EuroLeague_Regular_Season | 0.0 | 0.0 | 302424.0 | wikitext | NULL |
| 6.8861954e7 | Invasión_de_Bahia_de_Cochinos | 1.0 | 0.0 | 110.0 | wikitext | NULL |
| 6.8861955e7 | Hobble_Creek,_Utah | 0.0 | 1.0 | 3417.0 | wikitext | NULL |
| 6.8861957e7 | List_of_islands_of_Sint_Maarten | 1.0 | 1.0 | 54.0 | wikitext | NULL |
| 6.8861959e7 | The_Crozier_Pharaohs | 0.0 | 0.0 | 1891.0 | wikitext | NULL |
| 6.8861961e7 | RetroCrush | 1.0 | 0.0 | 105.0 | wikitext | NULL |
| 6.8861976e7 | Greater_Turkey | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.8861991e7 | Cyclone_Shaheen | 1.0 | 0.0 | 67.0 | wikitext | NULL |
| 6.8861999e7 | Thomas_Morita | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8862001e7 | Postmodern_television | 0.0 | 0.0 | 7221.0 | wikitext | NULL |
| 6.886201e7 | Opaas | 1.0 | 0.0 | 76.0 | wikitext | NULL |
| 6.8862012e7 | Paul_Quessenberry | 0.0 | 0.0 | 6169.0 | wikitext | NULL |
| 6.8862017e7 | René_Bochmann | 0.0 | 0.0 | 1679.0 | wikitext | NULL |
| 6.8862021e7 | NWA_Hard_Times_2 | 0.0 | 0.0 | 18575.0 | wikitext | NULL |
| 6.8862024e7 | John_Norman_(16th_century_MP) | 0.0 | 0.0 | 6164.0 | wikitext | NULL |
| 6.8862028e7 | Binaghi | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 6.8862037e7 | Frojen | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 6.8862041e7 | Volkswagen_ID._Life | 0.0 | 0.0 | 6022.0 | wikitext | NULL |
| 6.8862047e7 | Shani_Alhassan_Saibu | 0.0 | 0.0 | 949.0 | wikitext | NULL |
| 6.8862049e7 | RMS_Arabia_(1852) | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8862051e7 | List_of_PDO_products_by_country | 0.0 | 0.0 | 271068.0 | wikitext | NULL |
| 6.8862059e7 | Siegelaar | 0.0 | 0.0 | 481.0 | wikitext | NULL |
| 6.8862062e7 | Schins | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 6.8862077e7 | Roman_Museum_Remchingen | 0.0 | 0.0 | 4957.0 | wikitext | NULL |
| 6.8862082e7 | Marie_Therese_Schins | 1.0 | 1.0 | 87.0 | wikitext | NULL |
| 6.8862083e7 | Marie-Therese_Schins | 1.0 | 1.0 | 60.0 | wikitext | NULL |
| 6.8862087e7 | Marie_Thérèse_Schins | 1.0 | 1.0 | 64.0 | wikitext | NULL |
| 6.8862088e7 | Paul_Stanhope | 0.0 | 0.0 | 18199.0 | wikitext | NULL |
| 6.8862093e7 | NWA_Hard_Times | 0.0 | 0.0 | 3086.0 | wikitext | NULL |
| 6.88621e7 | 3Φ_power | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8862113e7 | Ducati_350_Sebring | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862119e7 | No._1_Anti-Aircraft_Calibration_Flight_RAF | 1.0 | 1.0 | 34.0 | wikitext | NULL |
| 6.886212e7 | Jaedon_Descheneau | 0.0 | 0.0 | 1291.0 | wikitext | NULL |
| 6.8862126e7 | Brazen_Tongue | 0.0 | 0.0 | 1558.0 | wikitext | NULL |
| 6.8862127e7 | No._1311_Mobile_Wing_RAF_Regiment | 1.0 | 1.0 | 96.0 | wikitext | NULL |
| 6.8862136e7 | No._2881_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8862138e7 | No._2883_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8862139e7 | No._2895_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8862141e7 | Yeshiva_Toras_Emes_Kamenitz | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8862142e7 | Matzliach_ben_Phinhas_ben_Yitzhaq_ben_Shalma | 0.0 | 0.0 | 2181.0 | wikitext | NULL |
| 6.8862143e7 | Body_Offering_(novel) | 0.0 | 0.0 | 7338.0 | wikitext | NULL |
| 6.8862147e7 | Max_(French_magazine) | 0.0 | 0.0 | 2246.0 | wikitext | NULL |
| 6.8862154e7 | Manlio_de_domenico | 1.0 | 1.0 | 79.0 | wikitext | NULL |
| 6.8862161e7 | Likambo_Ya_Ngana | 1.0 | 0.0 | 27.0 | wikitext | NULL |
| 6.8862162e7 | Jacaeber_kastor | 1.0 | 1.0 | 76.0 | wikitext | NULL |
| 6.8862166e7 | Magazine_Max | 1.0 | 0.0 | 44.0 | wikitext | NULL |
| 6.886217e7 | Recreational_obfuscation | 1.0 | 1.0 | 61.0 | wikitext | NULL |
| 6.8862172e7 | Town_of_Bloomsburg | 1.0 | 1.0 | 92.0 | wikitext | NULL |
| 6.8862176e7 | Asher_ben_Matzliach_ben_Phinhas | 0.0 | 0.0 | 1925.0 | wikitext | NULL |
| 6.8862177e7 | Dena_G._Hernandez | 0.0 | 0.0 | 1624.0 | wikitext | NULL |
| 6.8862184e7 | No._2721_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8862185e7 | Phinehas_X_ben_Matzliach_ben_Phinehas | 0.0 | 0.0 | 2029.0 | wikitext | NULL |
| 6.886219e7 | Hucclecote_(parish) | 0.0 | 0.0 | 1911.0 | wikitext | NULL |
| 6.8862191e7 | Ontario_Association_of_Art_Galleries | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 6.8862195e7 | MŠK_Žilina_Africa_F.C. | 0.0 | 0.0 | 7158.0 | wikitext | NULL |
| 6.8862199e7 | Amarillo_Badgers | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8862229e7 | Signals_Co-operation_Flight_RAF | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8862235e7 | Myrrha_(short_story) | 0.0 | 0.0 | 1910.0 | wikitext | NULL |
| 6.8862291e7 | 2006_FIBA_Americas_Under-20_Championship_for_Women | 0.0 | 0.0 | 7143.0 | wikitext | NULL |
| 6.8862303e7 | Euskotren_3150_series | 0.0 | 0.0 | 6316.0 | wikitext | NULL |
| 6.8862306e7 | Mountjoy_Prison_Complex | 1.0 | 0.0 | 62.0 | wikitext | NULL |
| 6.8862315e7 | Nokia_8800_Sirocco_Edition | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 6.8862321e7 | Diplomat's_Folly | 0.0 | 0.0 | 1778.0 | wikitext | NULL |
| 6.8862329e7 | MSK_Zilina_Africa | 1.0 | 0.0 | 38.0 | wikitext | NULL |
| 6.8862331e7 | MSK_Zilina_Africa_FC | 1.0 | 0.0 | 38.0 | wikitext | NULL |
| 6.886234e7 | Annagjid_Taylor | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8862341e7 | Deeper_Than_Hair | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8862342e7 | MFG_Austria_–_People_Freedom_Fundamental_Rights | 0.0 | 0.0 | 7940.0 | wikitext | NULL |
| 6.8862345e7 | No-knock_search_warrant | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8862352e7 | Beatrice_Luigi_Gomez | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862357e7 | Prezi.com | 1.0 | 1.0 | 19.0 | wikitext | NULL |
| 6.8862367e7 | Heartland_of_America | 1.0 | 1.0 | 39.0 | wikitext | NULL |
| 6.8862369e7 | EU_initiatives_against_illegal_maritime_activites_in_the_Gulf_of_Guinea | 1.0 | 1.0 | 133.0 | wikitext | NULL |
| 6.8862375e7 | Jeremy_Stansfield | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8862379e7 | Defense_of_Beijing | 0.0 | 0.0 | 8477.0 | wikitext | NULL |
| 6.8862392e7 | Darling_(2021_film) | 0.0 | 0.0 | 5752.0 | wikitext | NULL |
| 6.8862393e7 | Sébastien_Point | 0.0 | 0.0 | 25563.0 | wikitext | NULL |
| 6.8862397e7 | Amila | 0.0 | 0.0 | 935.0 | wikitext | NULL |
| 6.8862401e7 | Cumberland_County_Sheriff's_Office | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 6.8862408e7 | 2022_Valenzuela_local_elections | 0.0 | 0.0 | 20728.0 | wikitext | NULL |
| 6.8862409e7 | Electricity_Regulatory_Authority_House | 0.0 | 0.0 | 5993.0 | wikitext | NULL |
| 6.8862416e7 | Petrus_Pisanus | 0.0 | 0.0 | 16589.0 | wikitext | NULL |
| 6.8862437e7 | Terpeikiai | 0.0 | 0.0 | 2933.0 | wikitext | NULL |
| 6.8862438e7 | Shopian,_Jammu_and_Kashmir | 1.0 | 1.0 | 21.0 | wikitext | NULL |
| 6.8862441e7 | Emberá_Comarca | 1.0 | 1.0 | 84.0 | wikitext | NULL |
| 6.8862443e7 | C'mon_You_Know | 0.0 | 0.0 | 19264.0 | wikitext | NULL |
| 6.8862444e7 | Lithium_dioxide | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8862445e7 | C'Mon_You_Know | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 6.8862446e7 | Gary_Gomez_(boxer) | 0.0 | 0.0 | 5910.0 | wikitext | NULL |
| 6.8862447e7 | Nadezhdina,_Aurgazinsky_District,_Republic_of_Bashkortostan | 1.0 | 1.0 | 120.0 | wikitext | NULL |
| 6.886245e7 | Trieschmann | 0.0 | 0.0 | 290.0 | wikitext | NULL |
| 6.8862451e7 | Paragonaster | 0.0 | 0.0 | 1176.0 | wikitext | NULL |
| 6.8862459e7 | C'mon_You_Know_(album) | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 6.8862462e7 | C'mon,_You_Know | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 6.8862466e7 | 1975_Montana_State_Bobcats_football_team | 0.0 | 0.0 | 3832.0 | wikitext | NULL |
| 6.8862468e7 | Reduced_NADP | 1.0 | 1.0 | 57.0 | wikitext | NULL |
| 6.8862471e7 | Lightning_Bug_(band) | 0.0 | 0.0 | 2653.0 | wikitext | NULL |
| 6.8862472e7 | Basarabka | 1.0 | 1.0 | 24.0 | wikitext | NULL |
| 6.8862478e7 | Paul_Booker | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862479e7 | 8240th_Army_Unit | 0.0 | 0.0 | 3574.0 | wikitext | NULL |
| 6.886248e7 | Baćina | 0.0 | 0.0 | 101.0 | wikitext | NULL |
| 6.8862483e7 | Chimera_(South_Korean_TV_series) | 0.0 | 0.0 | 12008.0 | wikitext | NULL |
| 6.8862485e7 | Basarabka,_Kazakhstan | 1.0 | 1.0 | 23.0 | wikitext | NULL |
| 6.8862489e7 | Bessarabka,_Kazakhstan | 1.0 | 1.0 | 23.0 | wikitext | NULL |
| 6.8862491e7 | Body_Offering_(Novel) | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 6.8862492e7 | Camp_Syrets | 1.0 | 1.0 | 39.0 | wikitext | NULL |
| 6.8862495e7 | Baćina,_Bosnia_and_Herzegovina | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8862497e7 | Jen_Li-yu | 0.0 | 0.0 | 2811.0 | wikitext | NULL |
| 6.8862501e7 | Herman_Prins_Salomon | 0.0 | 0.0 | 8033.0 | wikitext | NULL |
| 6.8862507e7 | Maty_(disambiguation) | 1.0 | 0.0 | 46.0 | wikitext | NULL |
| 6.8862513e7 | Spicy_(CL_song) | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8862514e7 | Walter_Davoine | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.8862515e7 | Domingo_Salvador_Pérez | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8862522e7 | The_Trash_Can_Sinatras_discography | 1.0 | 1.0 | 48.0 | wikitext | NULL |
| 6.8862526e7 | Barclay_James_Harvest_discography | 0.0 | 0.0 | 26527.0 | wikitext | NULL |
| 6.8862529e7 | 1977_Montana_State_Bobcats_football_team | 0.0 | 0.0 | 2933.0 | wikitext | NULL |
| 6.8862536e7 | Nero_(video_game) | 0.0 | 0.0 | 5084.0 | wikitext | NULL |
| 6.8862551e7 | Boris_Chichkov | 0.0 | 0.0 | 9959.0 | wikitext | NULL |
| 6.886256e7 | Yoru_no_Kai | 0.0 | 0.0 | 12082.0 | wikitext | NULL |
| 6.8862568e7 | Tiburtius_Rosd | 0.0 | 0.0 | 8685.0 | wikitext | NULL |
| 6.886258e7 | Bramma_G | 0.0 | 0.0 | 6108.0 | wikitext | NULL |
| 6.8862583e7 | Bhamò | 1.0 | 0.0 | 41.0 | wikitext | NULL |
| 6.8862588e7 | Quicksand_discography | 1.0 | 1.0 | 51.0 | wikitext | NULL |
| 6.8862595e7 | Eremerus_×_isabellinus | 1.0 | 0.0 | 131.0 | wikitext | NULL |
| 6.8862597e7 | Eremurus_×isabellinus | 1.0 | 1.0 | 62.0 | wikitext | NULL |
| 6.8862599e7 | Eremurus_x_isabellinus | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8862602e7 | Grace_Gaustad | 0.0 | 0.0 | 5269.0 | wikitext | NULL |
| 6.8862603e7 | Jean-Marie_Mokoko | 0.0 | 0.0 | 24521.0 | wikitext | NULL |
| 6.8862605e7 | Eremurus_isabellinus | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8862626e7 | First_Muslim_civil_war | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8862634e7 | 2021_World_Wrestling_Championships_–_Men's_freestyle_86_kg | 0.0 | 0.0 | 8324.0 | wikitext | NULL |
| 6.8862636e7 | Adam_Richards_(boxer) | 0.0 | 0.0 | 10053.0 | wikitext | NULL |
| 6.8862637e7 | NEMSU | 1.0 | 1.0 | 53.0 | wikitext | NULL |
| 6.8862643e7 | Idol:_The_Coup | 0.0 | 0.0 | 33289.0 | wikitext | NULL |
| 6.8862647e7 | Cyclone_Gulab-Shaheen | 1.0 | 0.0 | 120.0 | wikitext | NULL |
| 6.8862652e7 | Hristo_Burmov | 0.0 | 0.0 | 9624.0 | wikitext | NULL |
| 6.8862655e7 | Spherical_(video_game) | 0.0 | 0.0 | 2483.0 | wikitext | NULL |
| 6.8862664e7 | Sankara_Is_Not_Dead | 0.0 | 0.0 | 3714.0 | wikitext | NULL |
| 6.8862667e7 | No._212_Maintenance_Unit_RAF | 1.0 | 1.0 | 81.0 | wikitext | NULL |
| 6.8862669e7 | 2019_Nigerian_House_of_Representatives_elections_in_Niger_State | 0.0 | 0.0 | 15976.0 | wikitext | NULL |
| 6.8862675e7 | Edward_Feldman | 0.0 | 0.0 | 219.0 | wikitext | NULL |
| 6.8862687e7 | Cristina_Amaral | 0.0 | 0.0 | 2962.0 | wikitext | NULL |
| 6.8862693e7 | U._S._Grant_Home | 1.0 | 1.0 | 58.0 | wikitext | NULL |
| 6.8862694e7 | 2021–22_EML_season | 0.0 | 0.0 | 7510.0 | wikitext | NULL |
| 6.8862697e7 | Jack_Connor_(physicist) | 0.0 | 0.0 | 2692.0 | wikitext | NULL |
| 6.886271e7 | Albany_Mounds | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8862713e7 | Unification_of_Moldavia_with_Wallachia | 1.0 | 1.0 | 51.0 | wikitext | NULL |
| 6.8862717e7 | Blue_Max:_Aces_of_the_Great_War | 0.0 | 0.0 | 2421.0 | wikitext | NULL |
| 6.8862719e7 | Unification_of_Wallachia_with_Moldavia | 1.0 | 0.0 | 51.0 | wikitext | NULL |
| 6.8862724e7 | John_William_Connor | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8862738e7 | Market_hunting | 1.0 | 1.0 | 59.0 | wikitext | NULL |
| 6.886274e7 | 2nd_Earl_of_Gowrie | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8862742e7 | Alexander_Patrick_Greysteil_Hore-Ruthven | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8862745e7 | Greysteil_Hore-Ruthven | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8862748e7 | Rose_Bowl_100 | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862756e7 | Sparx_(US_band) | 1.0 | 1.0 | 82.0 | wikitext | NULL |
| 6.8862762e7 | Rubicon_(US_band) | 1.0 | 1.0 | 84.0 | wikitext | NULL |
| 6.8862769e7 | Fandango_(US_band) | 1.0 | 1.0 | 85.0 | wikitext | NULL |
| 6.8862772e7 | English_language_arts | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8862773e7 | Baltzar_von_Platen_(1804–1875) | 0.0 | 0.0 | 2501.0 | wikitext | NULL |
| 6.8862779e7 | Stratego_(video_game) | 0.0 | 0.0 | 5538.0 | wikitext | NULL |
| 6.886278e7 | Scar_Tissue_(book) | 1.0 | 0.0 | 121.0 | wikitext | NULL |
| 6.8862784e7 | Satellite_(US_band) | 1.0 | 1.0 | 86.0 | wikitext | NULL |
| 6.8862787e7 | John_Balmanno | 0.0 | 0.0 | 3275.0 | wikitext | NULL |
| 6.8862788e7 | The_Wake_(US_band) | 1.0 | 1.0 | 85.0 | wikitext | NULL |
| 6.8862791e7 | IMO_4685353 | 1.0 | 1.0 | 56.0 | wikitext | NULL |
| 6.8862792e7 | ANNA | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 6.8862794e7 | The_Refreshments_(U.S._band) | 1.0 | 1.0 | 93.0 | wikitext | NULL |
| 6.8862796e7 | Vietnam_Coast_Guard_ship_CSB_8021 | 1.0 | 1.0 | 186.0 | wikitext | NULL |
| 6.8862798e7 | Kim_zəngin_olmaq_istəyir?_Milyonların_Şousu | 0.0 | 0.0 | 12563.0 | wikitext | NULL |
| 6.8862809e7 | The_Eagle's_Nest_(film) | 0.0 | 0.0 | 4285.0 | wikitext | NULL |
| 6.886281e7 | Dragan_Selo | 0.0 | 1.0 | 3368.0 | wikitext | NULL |
| 6.8862811e7 | Prima_Donna_(UK_band) | 1.0 | 1.0 | 87.0 | wikitext | NULL |
| 6.8862823e7 | Codename_Vol._2 | 0.0 | 0.0 | 5467.0 | wikitext | NULL |
| 6.886283e7 | Maryland_Route_863A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862831e7 | Maryland_State_Highway_863A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862832e7 | Maryland_State_Route_863A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862833e7 | Maryland_863A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862835e7 | MD_863A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862836e7 | Route_863A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862837e7 | Faik_Ozansoy | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.886284e7 | Maryland_Route_868G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862844e7 | Maryland_State_Highway_868G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862848e7 | Maryland_State_Route_868G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862849e7 | Maryland_868G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886285e7 | MD_868G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862851e7 | Route_868G_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862852e7 | Sacred_Heart_Church_(Peterborough,_Ontario) | 0.0 | 0.0 | 3960.0 | wikitext | NULL |
| 6.8862855e7 | Maryland_Route_870G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862856e7 | Maryland_State_Highway_870G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862857e7 | Battle_of_Pulukunawa | 0.0 | 0.0 | 4796.0 | wikitext | NULL |
| 6.8862859e7 | Maryland_State_Route_870G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886286e7 | Maryland_870G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862861e7 | MD_870G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862863e7 | Route_870G_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862865e7 | Maryland_Route_871F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862866e7 | Maryland_State_Highway_871F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862867e7 | Maryland_State_Route_871F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862868e7 | Checkmate_(video_game) | 0.0 | 0.0 | 3202.0 | wikitext | NULL |
| 6.8862871e7 | Maryland_871F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862874e7 | MD_871F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862875e7 | Route_871F_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862879e7 | Maryland_Route_871G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886288e7 | Maryland_State_Highway_871G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862881e7 | Maryland_State_Route_871G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862884e7 | Maryland_871G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862885e7 | MD_871G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886289e7 | Route_871G_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862894e7 | Maryland_Route_872G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862896e7 | Maryland_State_Highway_872G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862898e7 | Así_Nacemos | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 6.8862902e7 | Maryland_State_Route_872G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862906e7 | Maryland_872G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862907e7 | MD_872G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886291e7 | Route_872G_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862913e7 | Maryland_Route_874B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862916e7 | Maryland_State_Highway_874B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862918e7 | Maryland_State_Route_874B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886292e7 | Maryland_874B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862921e7 | Sir_Edward_Nevill,_1st_Baronet | 1.0 | 1.0 | 40.0 | wikitext | NULL |
| 6.8862922e7 | MD_874B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862923e7 | Route_874B_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862927e7 | Maryland_Route_874D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862929e7 | Maryland_State_Highway_874D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862931e7 | Maryland_State_Route_874D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862932e7 | Maryland_874D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862937e7 | MD_874D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862938e7 | Edward_Goldsmith_(Dean_of_Elphin) | 1.0 | 1.0 | 86.0 | wikitext | NULL |
| 6.886294e7 | Route_874D_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862942e7 | Maryland_Route_874E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862943e7 | Maryland_State_Highway_874E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862946e7 | Dragoton | 1.0 | 1.0 | 46.0 | wikitext | NULL |
| 6.8862947e7 | Maryland_State_Route_874E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862951e7 | Maryland_874E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862955e7 | MD_874E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862956e7 | Sex_Side_of_Life | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.8862957e7 | Route_874E_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862959e7 | Maryland_Route_877B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862963e7 | Maryland_State_Highway_877B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862965e7 | Maryland_State_Route_877B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862966e7 | Ester_Vázquez_Fernández-Pacheco | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862967e7 | Maryland_877B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862968e7 | MD_877B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862969e7 | Plex_(Google) | 1.0 | 0.0 | 102.0 | wikitext | NULL |
| 6.886297e7 | Ester_Vazquez | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8862971e7 | Route_877B_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862976e7 | Maryland_Route_879A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862977e7 | Maryland_State_Highway_879A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862979e7 | Maryland_State_Route_879A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886298e7 | Maryland_879A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862982e7 | MD_879A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862986e7 | Route_879A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862987e7 | Maryland_Route_879B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862989e7 | Maryland_State_Highway_879B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862991e7 | Anna_Molberg | 0.0 | 0.0 | 1907.0 | wikitext | NULL |
| 6.8862993e7 | Maryland_State_Route_879B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862995e7 | Maryland_879B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8862999e7 | MD_879B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863004e7 | Route_879B_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863007e7 | Maryland_Route_879C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863008e7 | Maryland_State_Highway_879C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863012e7 | Maryland_State_Route_879C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863013e7 | Forever_Rich | 0.0 | 0.0 | 1906.0 | wikitext | NULL |
| 6.8863015e7 | Maryland_879C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863016e7 | Edward_Hinton | 0.0 | 0.0 | 481.0 | wikitext | NULL |
| 6.8863018e7 | MD_879C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863019e7 | Anna_Irene_Molberg | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.8863021e7 | Route_879C_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863022e7 | Columbus_Neighborhoods | 0.0 | 0.0 | 9994.0 | wikitext | NULL |
| 6.8863023e7 | Maryland_Route_879D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863024e7 | Jasper_Forest_Park | 1.0 | 1.0 | 75.0 | wikitext | NULL |
| 6.8863025e7 | Maryland_State_Highway_879D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863028e7 | Maryland_State_Route_879D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863031e7 | Maryland_879D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863033e7 | MD_879D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863035e7 | Route_879D_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863036e7 | Maryland_Route_879E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863038e7 | Maryland_State_Highway_879E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863039e7 | Maryland_State_Route_879E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886304e7 | Beth_medrash | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.8863042e7 | Maryland_879E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863044e7 | MD_879E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863045e7 | Route_879E_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886305e7 | Maryland_State_Route_895 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863053e7 | Maryland_895 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863056e7 | MD_895 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863057e7 | 2021–22_in_Bangladeshi_Football | 0.0 | 0.0 | 7334.0 | wikitext | NULL |
| 6.8863058e7 | Team_Carinthia | 0.0 | 0.0 | 11123.0 | wikitext | NULL |
| 6.8863059e7 | Route_895_(Maryland) | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863061e7 | Maryland_Route_899A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863063e7 | Maryland_State_Highway_899A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863065e7 | Maryland_State_Route_899A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863068e7 | Maryland_899A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863069e7 | MD_899A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886307e7 | CYCLOPS_(junction) | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8863072e7 | Route_899A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863074e7 | Dicranopalpus_fraternus | 0.0 | 0.0 | 1141.0 | wikitext | NULL |
| 6.8863076e7 | 1978_Montana_State_Bobcats_football_team | 0.0 | 0.0 | 3702.0 | wikitext | NULL |
| 6.8863078e7 | Maryland_State_Route_901 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863079e7 | Maryland_901 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863083e7 | 1963_European_Ladies'_Team_Championship | 0.0 | 0.0 | 11608.0 | wikitext | NULL |
| 6.886309e7 | MD_901 | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863093e7 | Route_901_(Maryland) | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863096e7 | Edward_Ledwich_(Dean_of_Kildare) | 1.0 | 1.0 | 84.0 | wikitext | NULL |
| 6.8863098e7 | Maryland_Route_904A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863099e7 | 1976_Delaware_State_Hornets_football_team | 0.0 | 0.0 | 7567.0 | wikitext | NULL |
| 6.8863102e7 | Maryland_State_Highway_904A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863104e7 | Maryland_State_Route_904A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863105e7 | Maryland_904A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863107e7 | MD_904A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863108e7 | Route_904A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863109e7 | Klaus_Zyciora | 0.0 | 0.0 | 3889.0 | wikitext | NULL |
| 6.886311e7 | Maryland_Route_904D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863111e7 | Maryland_State_Highway_904D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863112e7 | The_Tourist_(2021_film) | 1.0 | 0.0 | 63.0 | wikitext | NULL |
| 6.8863113e7 | Maryland_State_Route_904D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863117e7 | Edward_Layton | 0.0 | 0.0 | 216.0 | wikitext | NULL |
| 6.8863121e7 | Maryland_904D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863122e7 | MD_904D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863123e7 | Route_904D_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863125e7 | Maryland_Route_904F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863129e7 | François_Vérove | 0.0 | 0.0 | 15196.0 | wikitext | NULL |
| 6.8863131e7 | Maryland_State_Highway_904F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863133e7 | Maryland_State_Route_904F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863136e7 | Maryland_904F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863139e7 | MD_904F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863141e7 | Route_904F_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863143e7 | Maryland_Route_904H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863144e7 | Maryland_State_Highway_904H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863145e7 | Chantal_Youdom | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8863147e7 | Maryland_State_Route_904H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863148e7 | Maryland_904H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863149e7 | MD_904H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863151e7 | Route_904H_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863152e7 | Maryland_Route_904I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863153e7 | François_Verove | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.8863155e7 | Maryland_State_Highway_904I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863158e7 | Maryland_State_Route_904I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863161e7 | Maryland_904I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863163e7 | Francois_Vérove | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.8863164e7 | MD_904I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863165e7 | Vérove | 1.0 | 0.0 | 81.0 | wikitext | NULL |
| 6.8863166e7 | Route_904I_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863171e7 | Maryland_Route_910B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863173e7 | Maryland_State_Highway_910B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863175e7 | Sterphus_aurifrons | 0.0 | 0.0 | 1048.0 | wikitext | NULL |
| 6.8863176e7 | Maryland_State_Route_910B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863178e7 | Maryland_910B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863179e7 | MD_910B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886318e7 | Route_910B_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863183e7 | Maryland_Route_910C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863186e7 | Maryland_State_Highway_910C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886319e7 | Maryland_State_Route_910C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863192e7 | Merlon_(disambiguation) | 0.0 | 0.0 | 316.0 | wikitext | NULL |
| 6.8863193e7 | Maryland_910C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863194e7 | MD_910C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863195e7 | Berezyne,_Odesa_Oblast | 0.0 | 0.0 | 4384.0 | wikitext | NULL |
| 6.8863196e7 | Route_910C_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863198e7 | Maryland_Route_912A | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863199e7 | Maryland_State_Highway_912A | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863201e7 | Maryland_State_Route_912A | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863206e7 | Maryland_912A | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863207e7 | MD_912A | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863209e7 | Route_912A_(Maryland) | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8863217e7 | King-Lincoln | 1.0 | 1.0 | 38.0 | wikitext | NULL |
| 6.8863223e7 | Maryland_State_Highway_915A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863226e7 | Maryland_State_Route_915A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863227e7 | Ctenacanthidae | 0.0 | 0.0 | 2028.0 | wikitext | NULL |
| 6.8863228e7 | 1936–37_NHL_transactions | 0.0 | 0.0 | 8631.0 | wikitext | NULL |
| 6.8863229e7 | Maryland_915A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886323e7 | MD_915A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863231e7 | Route_915A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863232e7 | Maryland_State_Highway_915H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863233e7 | Maryland_State_Route_915H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863235e7 | Maryland_915H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863237e7 | MD_915H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863238e7 | Route_915H_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863242e7 | Maryland_State_Highway_920J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863244e7 | Maryland_State_Route_920J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863246e7 | Maryland_920J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863248e7 | MD_920J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886325e7 | Medicare_negotiation_of_drug_prices | 1.0 | 1.0 | 87.0 | wikitext | NULL |
| 6.8863262e7 | 2021-2022_Kalamata_F.C._Season | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 6.8863264e7 | Route_920J_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863265e7 | QLD_PGA_Championship | 1.0 | 0.0 | 41.0 | wikitext | NULL |
| 6.8863266e7 | Maryland_State_Highway_920K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863272e7 | Maryland_State_Route_920K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863273e7 | Maryland_920K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863275e7 | MD_920K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863277e7 | Route_920K_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886328e7 | Maryland_State_Highway_920L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863281e7 | No_such_thing_as_a_dumb_question | 1.0 | 1.0 | 77.0 | wikitext | NULL |
| 6.8863282e7 | Maryland_State_Route_920L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863283e7 | Maryland_920L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863284e7 | Pablo_Dabezies | 0.0 | 0.0 | 1585.0 | wikitext | NULL |
| 6.8863285e7 | Paul_Dabezies | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8863286e7 | MD_920L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863288e7 | 2021–2022_Kalamata_F.C._season | 1.0 | 1.0 | 91.0 | wikitext | NULL |
| 6.8863289e7 | Route_920L_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863291e7 | Maryland_State_Highway_920M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863293e7 | Maryland_State_Route_920M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863294e7 | Table_Mountain_Facility | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 6.8863296e7 | Maryland_920M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863298e7 | John_K._Kruschke | 0.0 | 0.0 | 22217.0 | wikitext | NULL |
| 6.8863299e7 | MD_920M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.88633e7 | Poke_It_Out_(song) | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8863302e7 | Route_920M_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863306e7 | Maryland_State_Highway_920N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863308e7 | National_Center_for_Science_and_Engineering_Statistics | 0.0 | 0.0 | 29945.0 | wikitext | NULL |
| 6.886331e7 | Sienna_Elizabeth_Mapelli_Mozzi | 1.0 | 0.0 | 45.0 | wikitext | NULL |
| 6.8863311e7 | Maryland_State_Route_920N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863312e7 | Edward_Monckton_(MP) | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8863313e7 | Poke_It_Out_(Playboi_Carti_song) | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 6.8863319e7 | Maryland_920N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886332e7 | Sterphus_batesi | 0.0 | 0.0 | 1545.0 | wikitext | NULL |
| 6.8863321e7 | MD_920N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863322e7 | Route_920N_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863323e7 | Maryland_State_Highway_920O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863327e7 | Maryland_State_Route_920O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863332e7 | Maryland_920O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863333e7 | MD_920O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863335e7 | Poke_It_Out_(Playboi_Carti_and_Nicki_Minaj_song) | 1.0 | 1.0 | 240.0 | wikitext | NULL |
| 6.8863336e7 | Route_920O_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863337e7 | Maryland_State_Highway_920P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863338e7 | Maryland_State_Route_920P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886334e7 | Maryland_920P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863343e7 | MD_920P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863344e7 | Route_920P_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863345e7 | Maryland_State_Highway_920Q | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863346e7 | Maryland_State_Route_920Q | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863347e7 | Maryland_920Q | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863349e7 | MD_920Q | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863351e7 | Eisenhower_boom | 1.0 | 1.0 | 39.0 | wikitext | NULL |
| 6.8863353e7 | Route_920Q_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863354e7 | Maryland_State_Highway_920R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863355e7 | Maryland_State_Route_920R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863357e7 | FolarIIn | 1.0 | 0.0 | 48.0 | wikitext | NULL |
| 6.8863358e7 | Maryland_920R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886336e7 | MD_920R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863361e7 | Route_920R_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863363e7 | Yoshishige_Saitō | 0.0 | 0.0 | 24817.0 | wikitext | NULL |
| 6.8863365e7 | Maryland_State_Highway_920S | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863367e7 | Maryland_State_Route_920S | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863368e7 | Maryland_920S | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863369e7 | Spinifex_littoreus | 0.0 | 0.0 | 2616.0 | wikitext | NULL |
| 6.8863371e7 | MD_920S | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863372e7 | Route_920S_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863373e7 | Maryland_State_Highway_920T | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863374e7 | Maryland_State_Route_920T | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863376e7 | Maryland_920T | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863377e7 | Jean-Michel_Kibushi_Ndjate_Wooto | 0.0 | 0.0 | 6515.0 | wikitext | NULL |
| 6.8863378e7 | MD_920T | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863379e7 | Route_920T_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886338e7 | Donga_bonga | 1.0 | 1.0 | 73.0 | wikitext | NULL |
| 6.8863383e7 | Maryland_Route_921A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863384e7 | Maryland_State_Highway_921A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863387e7 | Maryland_State_Route_921A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863389e7 | Maryland_921A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863391e7 | MD_921A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863392e7 | Route_921A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863393e7 | Maryland_Route_921B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863394e7 | Maryland_State_Highway_921B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863396e7 | Lincoln_(CDP),_Vermont | 0.0 | 1.0 | 3714.0 | wikitext | NULL |
| 6.8863397e7 | Maryland_State_Route_921B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863399e7 | Maryland_921B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.88634e7 | Addai-Sebo | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8863402e7 | MD_921B | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863404e7 | Maralixibat | 1.0 | 1.0 | 81.0 | wikitext | NULL |
| 6.8863406e7 | Route_921B_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863407e7 | Maryland_Route_921C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863408e7 | SpaceStation_Gaming | 1.0 | 1.0 | 80.0 | wikitext | NULL |
| 6.886341e7 | Maryland_State_Highway_921C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863411e7 | Maryland_State_Route_921C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863412e7 | Maryland_921C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863413e7 | MD_921C | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863414e7 | Route_921C_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863415e7 | Maryland_Route_921D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863416e7 | Maryland_State_Highway_921D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863417e7 | Maryland_State_Route_921D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863418e7 | Timothy_Mark_Hely_Hutchinson | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 6.8863419e7 | Maryland_921D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886342e7 | MD_921D | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863422e7 | Route_921D_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863423e7 | Timothy_Hely_Hutchinson | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8863427e7 | Maryland_Route_921E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863428e7 | Maryland_State_Highway_921E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863432e7 | Maryland_State_Route_921E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863433e7 | Michael_A.Sussmann | 1.0 | 0.0 | 53.0 | wikitext | NULL |
| 6.8863435e7 | Maryland_921E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863436e7 | MD_921E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863437e7 | Route_921E_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863439e7 | Montana_Department_of_Environmental_Quality | 0.0 | 0.0 | 1684.0 | wikitext | NULL |
| 6.8863442e7 | Maryland_Route_921F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863444e7 | Maryland_State_Highway_921F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863446e7 | Maryland_State_Route_921F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863448e7 | John_P._Badger | 0.0 | 0.0 | 6250.0 | wikitext | NULL |
| 6.8863449e7 | Maryland_921F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886345e7 | MD_921F | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863452e7 | Michael_A._Sussmann | 1.0 | 0.0 | 58.0 | wikitext | NULL |
| 6.8863453e7 | Route_921F_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863454e7 | Maryland_Route_921G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863455e7 | Maryland_State_Highway_921G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863456e7 | Maryland_State_Route_921G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863457e7 | Maryland_921G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863458e7 | MD_921G | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863459e7 | Route_921G_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863461e7 | Maryland_Route_921H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863464e7 | Edward_Rush | 0.0 | 0.0 | 312.0 | wikitext | NULL |
| 6.8863466e7 | Gutai_group | 1.0 | 1.0 | 82.0 | wikitext | NULL |
| 6.8863472e7 | Arvid_Taube | 0.0 | 0.0 | 3928.0 | wikitext | NULL |
| 6.8863473e7 | Maryland_State_Highway_921H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863475e7 | Maryland_State_Route_921H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863477e7 | Maryland_921H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863479e7 | MD_921H | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886348e7 | Xscape_(Don_Toliver_song) | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8863481e7 | Route_921H_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863483e7 | Maryland_Route_921I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863485e7 | Maryland_State_Highway_921I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863486e7 | Maryland_State_Route_921I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863487e7 | Maryland_921I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863489e7 | MD_921I | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886349e7 | Route_921I_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863491e7 | Maryland_Route_921J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863492e7 | Maryland_State_Highway_921J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863493e7 | Island_Hall | 0.0 | 0.0 | 4142.0 | wikitext | NULL |
| 6.8863494e7 | Maryland_State_Route_921J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863496e7 | Maryland_921J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863497e7 | BDO_British_Open | 1.0 | 1.0 | 81.0 | wikitext | NULL |
| 6.8863499e7 | Le_Grele | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.8863501e7 | MD_921J | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863503e7 | Route_921J_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863505e7 | Maryland_Route_921K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863508e7 | Maryland_State_Highway_921K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863513e7 | Maryland_State_Route_921K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863515e7 | Maryland_921K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863517e7 | MD_921K | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863519e7 | Route_921K_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863522e7 | Maryland_Route_921L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863524e7 | Maryland_State_Highway_921L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863527e7 | Maryland_State_Route_921L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886353e7 | Maryland_921L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863533e7 | MD_921L | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863534e7 | Route_921L_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863535e7 | Maryland_Route_921M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863537e7 | Maryland_State_Highway_921M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863538e7 | The_Beaker_Girls | 0.0 | 0.0 | 11298.0 | wikitext | NULL |
| 6.8863539e7 | Maryland_State_Route_921M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863541e7 | Maryland_921M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863542e7 | MD_921M | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863543e7 | Tocado | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 6.8863544e7 | Route_921M_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863547e7 | Maryland_Route_921N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863548e7 | Maryland_State_Highway_921N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863549e7 | Maryland_State_Route_921N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863551e7 | Maryland_921N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863552e7 | MD_921N | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863554e7 | Route_921N_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863556e7 | Maryland_Route_921O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863561e7 | Maryland_State_Highway_921O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863563e7 | Maryland_State_Route_921O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863565e7 | Maryland_921O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863568e7 | MD_921O | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.886357e7 | Route_921O_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863573e7 | Maryland_Route_921P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863574e7 | Maryland_State_Highway_921P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863575e7 | Maryland_State_Route_921P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863576e7 | Edward_Rath | 0.0 | 1.0 | 199.0 | wikitext | NULL |
| 6.8863577e7 | Maryland_921P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863578e7 | MD_921P | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863579e7 | Route_921P_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863581e7 | Maryland_Route_921R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863582e7 | Maryland_State_Highway_921R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863583e7 | Maryland_State_Route_921R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863585e7 | Maryland_921R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863586e7 | MD_921R | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863587e7 | Peter_Antonovich_Devier | 1.0 | 1.0 | 73.0 | wikitext | NULL |
| 6.8863591e7 | Route_921R_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863596e7 | Maryland_Route_922E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863598e7 | Maryland_State_Highway_922E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.88636e7 | Maryland_State_Route_922E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863602e7 | Maryland_922E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863604e7 | MD_922E | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863606e7 | Route_922E_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863607e7 | Maryland_State_Highway_927A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863608e7 | Maryland_State_Route_927A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863609e7 | Edward_Pugh | 0.0 | 0.0 | 342.0 | wikitext | NULL |
| 6.8863612e7 | Maryland_927A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863615e7 | MD_927A | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863616e7 | Route_927A_(Maryland) | 1.0 | 1.0 | 89.0 | wikitext | NULL |
| 6.8863621e7 | Alphonso_Cox | 0.0 | 0.0 | 2254.0 | wikitext | NULL |
| 6.8863623e7 | Melvin_Coleman | 0.0 | 0.0 | 2363.0 | wikitext | NULL |
| 6.8863631e7 | Harry_Catto | 0.0 | 0.0 | 2032.0 | wikitext | NULL |
| 6.8863635e7 | Dallas_Carter_(baseball) | 0.0 | 0.0 | 2072.0 | wikitext | NULL |
| 6.8863638e7 | Nana_Kwame_Ampadu | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8863648e7 | Catch_Me_(Cliff_Richard_song) | 1.0 | 1.0 | 94.0 | wikitext | NULL |
| 6.8863659e7 | Grete_Wold | 0.0 | 0.0 | 1826.0 | wikitext | NULL |
| 6.8863664e7 | Dell_Boomi | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863678e7 | Rafael_Pinheiro | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.886368e7 | Nina_Skorupska | 0.0 | 0.0 | 6465.0 | wikitext | NULL |
| 6.8863685e7 | Hira_Umer | 0.0 | 0.0 | 4062.0 | wikitext | NULL |
| 6.886369e7 | J._Harper_Smith_Mansion | 0.0 | 0.0 | 2848.0 | wikitext | NULL |
| 6.8863694e7 | George_Washington_Albright | 1.0 | 1.0 | 32.0 | wikitext | NULL |
| 6.8863698e7 | Edward_Römer | 0.0 | 1.0 | 205.0 | wikitext | NULL |
| 6.8863699e7 | Edward_Romer | 1.0 | 1.0 | 26.0 | wikitext | NULL |
| 6.8863714e7 | WHOOP_(company) | 0.0 | 0.0 | 16113.0 | wikitext | NULL |
| 6.8863722e7 | 2021_World_Wrestling_Championships_–_Men's_freestyle_74_kg | 0.0 | 0.0 | 9078.0 | wikitext | NULL |
| 6.8863729e7 | Block_E_(Minneapolis) | 1.0 | 1.0 | 79.0 | wikitext | NULL |
| 6.8863732e7 | New_Haven_(CDP),_Vermont | 0.0 | 1.0 | 3416.0 | wikitext | NULL |
| 6.8863736e7 | Pat_Walker_(philanthropist) | 0.0 | 0.0 | 6376.0 | wikitext | NULL |
| 6.8863741e7 | Nancy_Berliner | 0.0 | 0.0 | 4675.0 | wikitext | NULL |
| 6.8863743e7 | Lemme_Find_Out | 1.0 | 1.0 | 45.0 | wikitext | NULL |
| 6.8863755e7 | Harbin_Songbei_Yiteng_F.C. | 1.0 | 1.0 | 41.0 | wikitext | NULL |
| 6.8863762e7 | 2021_Asian_Table_Tennis_Championships_–_Men's_singles | 0.0 | 0.0 | 49278.0 | wikitext | NULL |
| 6.8863775e7 | Nelson_Gill | 0.0 | 0.0 | 3588.0 | wikitext | NULL |
| 6.8863781e7 | 2021_Asian_Table_Tennis_Championships_–_Women's_singles | 0.0 | 0.0 | 34043.0 | wikitext | NULL |
| 6.8863784e7 | South_Lincoln,_Vermont | 0.0 | 1.0 | 3535.0 | wikitext | NULL |
| 6.8863786e7 | Missouri_Auditor | 1.0 | 1.0 | 38.0 | wikitext | NULL |
| 6.8863794e7 | South_Lincoln | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8863799e7 | Neverland_II | 1.0 | 1.0 | 50.0 | wikitext | NULL |
| 6.8863806e7 | Never_Land_II | 1.0 | 1.0 | 50.0 | wikitext | NULL |
| 6.886382e7 | 2021_Asian_Table_Tennis_Championships_–_Men's_doubles | 0.0 | 0.0 | 26706.0 | wikitext | NULL |
| 6.8863833e7 | Veliko_Rujište | 1.0 | 1.0 | 22.0 | wikitext | NULL |
| 6.8863839e7 | 2021_Asian_Table_Tennis_Championships_–_Women's_doubles | 0.0 | 0.0 | 19644.0 | wikitext | NULL |
| 6.8863843e7 | W246DT | 1.0 | 1.0 | 18.0 | wikitext | NULL |
| 6.8863852e7 | Markus_Schagerl | 0.0 | 0.0 | 6084.0 | wikitext | NULL |
| 6.8863859e7 | Grau-du-Roi | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.886386e7 | Ctenacanthida | 1.0 | 1.0 | 59.0 | wikitext | NULL |
| 6.8863862e7 | Delfina_Entrecanales | 0.0 | 0.0 | 17427.0 | wikitext | NULL |
| 6.8863864e7 | Mulholland_Drive_(Eyedress_Album) | 1.0 | 1.0 | 85.0 | wikitext | NULL |
| 6.8863872e7 | 2021_Asian_Table_Tennis_Championships_–_Mixed_doubles | 0.0 | 0.0 | 20779.0 | wikitext | NULL |
| 6.8863874e7 | Nuutti_Lintamo | 0.0 | 0.0 | 2384.0 | wikitext | NULL |
| 6.8863877e7 | Nuuti_Lintamo | 1.0 | 1.0 | 27.0 | wikitext | NULL |
| 6.8863884e7 | 王八盒子 | 1.0 | 1.0 | 61.0 | wikitext | NULL |
| 6.8863892e7 | King_Cobra_(DC_Comics) | 1.0 | 1.0 | 56.0 | wikitext | NULL |
| 6.8863896e7 | Sulo_Salo | 0.0 | 1.0 | 1625.0 | wikitext | NULL |
| 6.8863897e7 | Want_It_All_(Burna_Boy_song) | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.88639e7 | 歪把子 | 1.0 | 1.0 | 74.0 | wikitext | NULL |
| 6.8863908e7 | Want_It_All_(Burna_Boy_and_Polo_G_song) | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.886392e7 | Mpho_Moerane | 0.0 | 0.0 | 8359.0 | wikitext | NULL |
| 6.8863923e7 | Lauri_Taipale | 0.0 | 1.0 | 1652.0 | wikitext | NULL |
| 6.8863929e7 | Tom_Hutchinson_(disambiguation) | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.886393e7 | Tom_Hutchison_(disambiguation) | 1.0 | 1.0 | 29.0 | wikitext | NULL |
| 6.8863937e7 | Paavo_Virtanen | 0.0 | 0.0 | 2342.0 | wikitext | NULL |
| 6.886394e7 | José_Roberto_Figueroa | 1.0 | 1.0 | 88.0 | wikitext | NULL |
| 6.8863954e7 | Erick_Fú_Lanza | 1.0 | 1.0 | 70.0 | wikitext | NULL |
| 6.8863962e7 | Tim_Hutchinson_(disambiguation) | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.8863963e7 | Timothy_Hutchinson_(disambiguation) | 1.0 | 0.0 | 59.0 | wikitext | NULL |
| 6.8863972e7 | APM_line_(Guangzhou_Metro) | 1.0 | 1.0 | 61.0 | wikitext | NULL |
| 6.886398e7 | APM_Line_(Guangzhou_Metro) | 1.0 | 1.0 | 61.0 | wikitext | NULL |
| 6.8863985e7 | Matteo_Calamai | 0.0 | 0.0 | 5518.0 | wikitext | NULL |
| 6.8863995e7 | Sadau_Por.Pisitchet | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8863999e7 | Oğuzhan_Asiltürk | 0.0 | 0.0 | 9187.0 | wikitext | NULL |
| 6.8864009e7 | Suadao_Por.Pisitchet | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8864037e7 | Fife_Witches_Trail | 0.0 | 0.0 | 6024.0 | wikitext | NULL |
| 6.886404e7 | Sangharsh_aur_Vijay | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8864042e7 | Mark_Tildesley_(production_designer) | 0.0 | 0.0 | 3361.0 | wikitext | NULL |
| 6.886405e7 | Gët_Busy | 1.0 | 1.0 | 18.0 | wikitext | NULL |
| 6.8864052e7 | Islamic_Emirate_of_Afghanistan_(2021–present) | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8864061e7 | Get_Busy_(Yeat_song) | 1.0 | 1.0 | 18.0 | wikitext | NULL |
| 6.8864063e7 | Istituto_Nazionale_di_Fisica_Nucleara | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 6.8864069e7 | Up_2_Me | 1.0 | 0.0 | 22.0 | wikitext | NULL |
| 6.8864075e7 | Thomas_Wainwright_(Stoke_footballer) | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8864084e7 | Fiona_Hukula | 0.0 | 0.0 | 4511.0 | wikitext | NULL |
| 6.8864106e7 | Andrea_Domenico_Di_Liberto | 1.0 | 1.0 | 31.0 | wikitext | NULL |
| 6.8864111e7 | USPS_Board_of_Directors | 1.0 | 1.0 | 68.0 | wikitext | NULL |
| 6.8864121e7 | Dick_Clark_Architecture | 1.0 | 1.0 | 84.0 | wikitext | NULL |
| 6.8864122e7 | Fall_Braun | 1.0 | 1.0 | 71.0 | wikitext | NULL |
| 6.8864129e7 | Pankeyevo | 0.0 | 0.0 | 7285.0 | wikitext | NULL |
| 6.8864137e7 | Richard_Yarde-Buller,_4th_Baron_Churston | 0.0 | 0.0 | 10052.0 | wikitext | NULL |
| 6.8864141e7 | Private_and_public_schools_in_China | 1.0 | 1.0 | 75.0 | wikitext | NULL |
| 6.8864146e7 | Richard_Francis_Roger_Yarde-Buller,_4th_Baron_Churston | 1.0 | 1.0 | 54.0 | wikitext | NULL |
| 6.8864151e7 | La_Sepultura_Biosphere_Reserve | 0.0 | 0.0 | 5373.0 | wikitext | NULL |
| 6.8864152e7 | 1982_Montana_State_Bobcats_football_team | 0.0 | 0.0 | 6314.0 | wikitext | NULL |
| 6.8864154e7 | Harper's_Bazaar_Arabia | 1.0 | 1.0 | 54.0 | wikitext | NULL |
| 6.8864155e7 | Hadi_Manafi | 0.0 | 0.0 | 1721.0 | wikitext | NULL |
| 6.8864157e7 | Star_Engine | 1.0 | 1.0 | 73.0 | wikitext | NULL |
| 6.886418e7 | Our_Young_Man | 0.0 | 0.0 | 2541.0 | wikitext | NULL |
| 6.8864181e7 | 2021-22_in_Bangladeshi_Football | 1.0 | 1.0 | 214.0 | wikitext | NULL |
| 6.8864183e7 | 2021-22_Kalamata_F.C._season | 1.0 | 1.0 | 205.0 | wikitext | NULL |
| 6.8864186e7 | Chris_Conn-Clarke | 0.0 | 0.0 | 11232.0 | wikitext | NULL |
| 6.8864188e7 | 2021_UCI_Road_World_Championships_-_Men's_under-23_time_trial | 1.0 | 1.0 | 304.0 | wikitext | NULL |
| 6.886419e7 | 2021-22_EuroLeague_Regular_Season | 1.0 | 1.0 | 220.0 | wikitext | NULL |
| 6.8864191e7 | MFG_-_Austria_People_-_Freedom_-_Fundamental_Rights | 1.0 | 0.0 | 368.0 | wikitext | NULL |
| 6.8864193e7 | Islamic_Emirate_of_Afghanistan_(2021-present) | 1.0 | 1.0 | 300.0 | wikitext | NULL |
| 6.8864194e7 | 2021-2022_Kalamata_F.C._season | 1.0 | 1.0 | 274.0 | wikitext | NULL |
| 6.8864195e7 | SLFL | 1.0 | 1.0 | 37.0 | wikitext | NULL |
| 6.8864198e7 | 2021_Asian_Table_Tennis_Championships_-_Women's_singles | 1.0 | 1.0 | 286.0 | wikitext | NULL |
| 6.88642e7 | 2021–22_Ligue_Magnus_season | 0.0 | 0.0 | 24260.0 | wikitext | NULL |
| 6.8864202e7 | Kick_II | 0.0 | 0.0 | 17135.0 | wikitext | NULL |
| 6.8864206e7 | 2021_Asian_Table_Tennis_Championships_-_Mixed_doubles | 1.0 | 1.0 | 280.0 | wikitext | NULL |
| 6.8864208e7 | 2021_Asian_Table_Tennis_Championships_-_Men's_singles | 1.0 | 1.0 | 280.0 | wikitext | NULL |
| 6.886421e7 | Armenian_Weightlifting_Federation | 0.0 | 0.0 | 2201.0 | wikitext | NULL |
| 6.8864218e7 | Amine_Linganzi_Koumba | 1.0 | 1.0 | 28.0 | wikitext | NULL |
| 6.8864223e7 | Charlton_Abbots | 0.0 | 0.0 | 3057.0 | wikitext | NULL |
| 6.8864224e7 | Kathleen_Krekels | 0.0 | 0.0 | 1380.0 | wikitext | NULL |
| 6.8864227e7 | Piecemeal_(cyborg) | 1.0 | 1.0 | 59.0 | wikitext | NULL |
| 6.8864228e7 | 2021_Asian_Table_Tennis_Championships_-_Men's_doubles | 1.0 | 1.0 | 280.0 | wikitext | NULL |
| 6.8864231e7 | 2021_World_Wrestling_Championships_-_Men's_freestyle_125_kg | 1.0 | 1.0 | 298.0 | wikitext | NULL |
| 6.8864232e7 | 2021_Asian_Table_Tennis_Championships_-_Women's_doubles | 1.0 | 1.0 | 286.0 | wikitext | NULL |
| 6.8864233e7 | Voldemars_Irbe | 1.0 | 1.0 | 79.0 | wikitext | NULL |
| 6.8864234e7 | 2021_World_Wrestling_Championships_-_Men's_freestyle_86_kg | 1.0 | 1.0 | 295.0 | wikitext | NULL |
| 6.8864236e7 | 2021-22_EML_season | 1.0 | 1.0 | 175.0 | wikitext | NULL |
| 6.8864237e7 | 2021_World_Wrestling_Championships_-_Men's_freestyle_74_kg | 1.0 | 1.0 | 295.0 | wikitext | NULL |
| 6.8864239e7 | 2021-22_Ligue_Magnus_season | 1.0 | 1.0 | 202.0 | wikitext | NULL |
| 6.8864249e7 | Avicennia_resinifera | 1.0 | 1.0 | 30.0 | wikitext | NULL |
| 6.8864253e7 | Suzanne_Anderson | 0.0 | 0.0 | 5511.0 | wikitext | NULL |
| 6.8864254e7 | Evgheni_Gorodețchi | 0.0 | 0.0 | 2587.0 | wikitext | NULL |
| 6.8864259e7 | Charlie_Hancock | 0.0 | 0.0 | 2114.0 | wikitext | NULL |
| 6.8864261e7 | Hadamard_test | 1.0 | 1.0 | 49.0 | wikitext | NULL |
| 6.8864264e7 | Fred_Hicks_(baseball) | 0.0 | 0.0 | 1879.0 | wikitext | NULL |
| 6.8864266e7 | Elbert_Hall | 0.0 | 0.0 | 2025.0 | wikitext | NULL |
| 6.8864272e7 | Infrastructure_as_Software | 1.0 | 0.0 | 35.0 | wikitext | NULL |
| 6.8864294e7 | Daniel_Ben_Murphy | 1.0 | 1.0 | 50.0 | wikitext | NULL |
| 6.8864297e7 | Rosa_'Jens_Munk' | 0.0 | 0.0 | 5435.0 | wikitext | NULL |
| 6.8864328e7 | Glycan_nomenclature | 0.0 | 0.0 | 20614.0 | wikitext | NULL |
| 6.886433e7 | 2021_Qualico_Mixed_Doubles_Classic | 0.0 | 0.0 | 30698.0 | wikitext | NULL |
| 6.8864336e7 | \"Granatieri_di_Sardegna\" | 1.0 | 1.0 | 57.0 | wikitext | NULL |
| 6.8864342e7 | Luchy_Donalds | 0.0 | 0.0 | 4976.0 | wikitext | NULL |
| 6.8864344e7 | Manuela_Van_Werde | 0.0 | 0.0 | 2807.0 | wikitext | NULL |
| 6.8864345e7 | List_of_editiones_principes_in_languages_other_than_Latin_or_Greek | 0.0 | 0.0 | 24846.0 | wikitext | NULL |
| 6.8864346e7 | Silver_in_the_money_system | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8864355e7 | Fjellanger_Widerøe | 1.0 | 0.0 | 72.0 | wikitext | NULL |
| 6.886436e7 | Price_ratio_between_gold_and_silver | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 6.8864361e7 | Cory_Johnson_(basketball,_born_1988) | 1.0 | 1.0 | 86.0 | wikitext | NULL |
| 6.8864369e7 | No._2953_Squadron_RAF_Regiment | 1.0 | 1.0 | 104.0 | wikitext | NULL |
| 6.8864376e7 | Speculative_investment | 1.0 | 1.0 | 25.0 | wikitext | NULL |
| 6.8864379e7 | Mchawcha | 0.0 | 0.0 | 1157.0 | wikitext | NULL |
| 6.8864383e7 | Souren_Melikian | 0.0 | 0.0 | 8104.0 | wikitext | NULL |
| 6.8864384e7 | Cody_White | 0.0 | 0.0 | 264.0 | wikitext | NULL |
| 6.8864386e7 | Freethinkers_of_America | 1.0 | 1.0 | 34.0 | wikitext | NULL |
| 6.8864396e7 | Consolidation_of_wealth | 1.0 | 1.0 | 36.0 | wikitext | NULL |
| 6.8864397e7 | Eugen_Gorodețchi | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8864398e7 | Cecil_Johnson_(baseball) | 0.0 | 0.0 | 2277.0 | wikitext | NULL |
| 6.88644e7 | Chris_Naggar | 0.0 | 0.0 | 6727.0 | wikitext | NULL |
| 6.8864402e7 | Sonny_Boy_Jeffries | 0.0 | 0.0 | 2068.0 | wikitext | NULL |
| 6.8864404e7 | Cody_Thompson | 0.0 | 0.0 | 132.0 | wikitext | NULL |
| 6.8864406e7 | Evgheni_Gorodeţchi | 1.0 | 1.0 | 33.0 | wikitext | NULL |
| 6.8864413e7 | 36_officers_problem | 1.0 | 1.0 | 75.0 | wikitext | NULL |
val rowsToSave = spark.sql("SELECT page_id, page_title, page_is_redirect, page_is_new AS has_been_edited, page_len, page_content_model, page_lang FROM pages WHERE (page_id IS NOT NULL) AND (page_namespace = 0) AND (page_title IS NOT NULL) AND (_corrupt_record IS NULL)")
rowsToSave.write.saveAsTable("enwiki_page")
rowsToSave: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 5 more fields]
Loading of the Wikipedia data
This is very nearly just a copy of the 02 notebook that loaded the pages.
As a first step, we download the .sql file:
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
FileUtils.copyURLToFile(new URL("https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-pagelinks.sql.gz"), new File("/tmp/enwiki-latest-pagelinks.sql.gz"))
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
Having done this, we first unzip the file, and then move the file from local storage to the DBFS:
gzip -d /tmp/enwiki-latest-pagelinks.sql.gz
mv file:/tmp/enwiki-latest-pagelinks.sql /enwiki-latest-pagelinks.sql
res1: Boolean = true
Having gotten the data onto the DBFS, we can now read it into Spark:
val rawSQLdump = spark.read.textFile("/enwiki-latest-pagelinks.sql")
rawSQLdump: org.apache.spark.sql.Dataset[String] = [value: string]
The first forty lines are setting up the database, then we get a lot of very long INSERT INTO lines with many many entries being inserted.
println(rawSQLdump.take(40).mkString("\n"))
-- MySQL dump 10.19 Distrib 10.3.34-MariaDB, for debian-linux-gnu (x86_64)
--
-- Host: db1106 Database: enwiki
-- ------------------------------------------------------
-- Server version 10.4.25-MariaDB-log
/*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */;
/*!40101 SET @OLD_CHARACTER_SET_RESULTS=@@CHARACTER_SET_RESULTS */;
/*!40101 SET @OLD_COLLATION_CONNECTION=@@COLLATION_CONNECTION */;
/*!40101 SET NAMES utf8mb4 */;
/*!40103 SET @OLD_TIME_ZONE=@@TIME_ZONE */;
/*!40103 SET TIME_ZONE='+00:00' */;
/*!40014 SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0 */;
/*!40014 SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */;
/*!40101 SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */;
/*!40111 SET @OLD_SQL_NOTES=@@SQL_NOTES, SQL_NOTES=0 */;
--
-- Table structure for table `pagelinks`
--
DROP TABLE IF EXISTS `pagelinks`;
/*!40101 SET @saved_cs_client = @@character_set_client */;
/*!40101 SET character_set_client = utf8 */;
CREATE TABLE `pagelinks` (
`pl_from` int(8) unsigned NOT NULL DEFAULT 0,
`pl_namespace` int(11) NOT NULL DEFAULT 0,
`pl_title` varbinary(255) NOT NULL DEFAULT '',
`pl_from_namespace` int(11) NOT NULL DEFAULT 0,
PRIMARY KEY (`pl_from`,`pl_namespace`,`pl_title`),
KEY `pl_namespace` (`pl_namespace`,`pl_title`,`pl_from`),
KEY `pl_backlinks_namespace` (`pl_from_namespace`,`pl_namespace`,`pl_title`,`pl_from`)
) ENGINE=InnoDB DEFAULT CHARSET=binary ROW_FORMAT=COMPRESSED;
/*!40101 SET character_set_client = @saved_cs_client */;
--
-- Dumping data for table `pagelinks`
--
/*!40000 ALTER TABLE `pagelinks` DISABLE KEYS */;
The remaining rows look something like this, except much much longer:
println(rawSQLdump.take(41)(40).substring(0,106) + ",...," + rawSQLdump.take(41)(40).substring(rawSQLdump.take(41)(40).length()-42,rawSQLdump.take(41)(40).length()))
INSERT INTO `pagelinks` VALUES (586,0,'!',0),(4748,0,'!',0),(9773,0,'!',0),(15019,0,'!',0),(15154,0,'!',0),...,(64264744,0,'\'Abd_al-Haqq_al-Dehlawi',0);
Next up, let us strip out the INSERT INTO bit and the initial and final parentheses, then split at each ),(, so that we get each entry as its own string.
val pageDataRows = rawSQLdump.filter(x => x.startsWith("INSERT INTO"))
.flatMap(x => x.substring(32, x.length()-2).split("""\),\("""))
pageDataRows: org.apache.spark.sql.Dataset[String] = [value: string]
So now our data looks like this:
println(pageDataRows.take(10).mkString("\n"))
586,0,'!',0
4748,0,'!',0
9773,0,'!',0
15019,0,'!',0
15154,0,'!',0
25213,0,'!',0
73634,0,'!',0
193891,0,'!',0
410443,0,'!',0
533706,0,'!',0
With a heckuva lot of rows - 1.48 billion, to be particular.
pageDataRows.count()
The above looks a whole lot like a CSV file, doesn't it? Let's write it to file as such. Note that we write it as text instead of as CSV because our data is in the format of a single string per row.
pageDataRows.toDF().write.mode("overwrite").text("/WikipediaData/enwiki-pagelinks.csv")
Now we want to read this back in, but with the right schema and column names and so on. So we start by creating the schema. In order to be sure that all the rows got parsed correctly, we add an extra column named _corrupt_record, which will get the raw CSV text whenever it couldn't be parsed right, and otherwise be set to NULL.
import org.apache.spark.sql.types._
// Start by creating a case class of a row entry:
case class WikiPageLink(pl_from:Int,
pl_namespace:Int,
pl_title:String,
pl_from_namespace:Int)
// then we generate a schema object from the case class: (code copypasted from here: https://sparkbyexamples.com/spark/convert-case-class-to-spark-schema/)
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
val pageSchema = ScalaReflection.schemaFor[WikiPageLink].dataType.asInstanceOf[StructType].add("_corrupt_record", StringType, true)
import org.apache.spark.sql.types._
defined class WikiPageLink
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
pageSchema: org.apache.spark.sql.types.StructType = StructType(StructField(pl_from,IntegerType,false),StructField(pl_namespace,IntegerType,false),StructField(pl_title,StringType,true),StructField(pl_from_namespace,IntegerType,false),StructField(_corrupt_record,StringType,true))
Then we read it back in with the schema we just created:
val readFromCSV = spark.read
.options(Map("quote" -> "'", "mode" -> "PERMISSIVE", "columnNameOfCorruptRecord" -> "_corrupt_record"))
.schema(pageSchema)
.csv("/WikipediaData/enwiki-pagelinks.csv")
readFromCSV: org.apache.spark.sql.DataFrame = [pl_from: int, pl_namespace: int ... 3 more fields]
Let's have a look at what we just created:
display(readFromCSV)
| pl_from | pl_namespace | pl_title | pl_from_namespace |
|---|---|---|---|
| 6.2036177e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2036214e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2044245e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2044286e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2044799e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2044969e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2045091e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2045917e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2046017e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2046144e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2046198e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2046286e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2050182e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2050468e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2052923e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2053001e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2053086e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2053582e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2054277e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2054373e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.205447e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2054863e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2054926e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.205505e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2055493e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2055914e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2061079e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2065101e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2069857e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2070489e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2070509e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2070906e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.207097e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.20722e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2072539e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2072666e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2074281e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2074669e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2074726e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2080468e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2081011e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2081481e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2081692e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2081905e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2083035e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2085589e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2086399e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2086635e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.208665e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2089168e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2089206e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.20939e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2095774e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098617e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098663e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098696e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098732e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.209879e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098856e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2098946e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099048e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099056e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099092e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099425e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099468e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099557e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099599e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.209967e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099703e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099713e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2099782e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.209993e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2100389e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2101217e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2101317e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2103796e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2104062e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2104545e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.210551e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2111121e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2111432e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2111607e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.211293e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2112989e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2113555e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2113799e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2113972e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114422e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114573e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114632e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114692e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.211474e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114771e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2114897e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2115054e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2115672e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2117407e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2117442e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.21217e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2123268e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2131095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.213484e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2134949e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2135004e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2135333e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.213541e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2135858e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2135931e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2135984e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2136991e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2137571e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2137796e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2140651e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2140938e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2141518e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2143495e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2143563e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2143817e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2143889e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2144019e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2145232e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.214547e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.214645e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.214948e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2150355e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2151715e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.215186e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2151999e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2152086e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2152256e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2152322e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2152384e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2152442e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2154164e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2155835e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.215897e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2159682e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2159752e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2160675e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2161033e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2161299e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216162e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2161724e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216258e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2162762e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216295e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163647e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163687e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163759e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163788e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163818e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216386e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.21639e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163913e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163927e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163948e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2163988e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164003e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164015e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216433e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164343e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164353e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216436e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164373e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164382e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164393e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164402e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.216441e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2164511e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2167693e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2167903e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2168116e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2168195e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2168872e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2168913e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2170502e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2170877e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2170879e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2170933e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2170936e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171121e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171549e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.217163e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171642e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171706e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171765e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2171863e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.217205e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172159e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172205e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172283e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172389e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172464e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172573e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172597e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172725e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172813e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172865e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172897e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172935e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2172989e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2173028e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.217306e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.21731e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2173123e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2173153e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2173196e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.217323e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2173263e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2176015e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2176129e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2176194e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2177337e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2178095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2178243e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.217832e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2178719e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2178928e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2179015e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2179326e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2180958e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2181066e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.218395e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2183986e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2184727e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2186836e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2186894e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2187303e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.218752e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2187685e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2188235e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2188283e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.21884e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.218861e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2188694e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2188718e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2188941e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2189009e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2189168e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2193341e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194142e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194242e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194307e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194456e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194613e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2194637e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2195422e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2195524e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.21956e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2195668e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2195768e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2199813e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2204155e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2204345e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2204425e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2205079e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2205614e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2210958e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2211498e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2211705e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2211894e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2212015e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2212137e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2212778e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2212866e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2213202e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2213275e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2213347e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2213555e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.221392e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2213931e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2214024e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2214112e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.221425e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2215832e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2215881e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.221595e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2217255e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2218048e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.222004e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.222071e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2229784e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2229826e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2229862e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2229899e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2230108e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2230135e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.223025e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2230399e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2230451e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2230797e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2231001e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2231059e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.223115e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2231201e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2232027e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2235181e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2235333e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2235455e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2235666e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2236061e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2236297e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2236565e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2239144e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2239451e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2239844e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2244764e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2246181e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.225089e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2253477e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2261303e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2272463e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2275322e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2281698e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2284085e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2284222e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2284712e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2287673e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2288302e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2288802e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2297204e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2297366e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2307669e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2307743e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.230782e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2308234e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2309564e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2309637e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2310585e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.231071e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2313177e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2316691e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2317687e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2317914e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2318912e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2319124e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2322857e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2323477e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.232448e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2324532e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2324645e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2325397e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2326365e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2330206e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2330404e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2330664e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2333083e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2334174e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2334256e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2334384e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2335636e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2335883e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2336051e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2336109e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2338257e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2338387e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2338682e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2339377e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2344777e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.234554e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2345563e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2345601e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2347346e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.234978e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2350632e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2357172e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.23574e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2358695e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2358736e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364006e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364041e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364044e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364053e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364067e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364187e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2364977e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2365328e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2368796e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2369285e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.237035e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2371517e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2375402e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2379106e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2379984e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2380312e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.238056e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2380708e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2380793e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2381673e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2385844e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2386315e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2386388e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2386554e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2388143e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2395914e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2398036e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2400002e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2401377e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2401676e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2404506e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2405116e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2405172e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.240529e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2406087e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2409152e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2409231e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2410886e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2410965e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2411698e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2415848e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2416007e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2416114e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2416423e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2416528e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2418796e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2422274e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2425091e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2431838e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2431946e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2434872e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.243492e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2436162e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2445694e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2459264e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2459304e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2459337e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2459444e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2460211e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2460339e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2460574e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2460673e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2460723e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2463241e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2463646e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2463715e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2464783e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.246862e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2470666e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.247199e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2472529e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2473276e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2473342e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2475982e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2476041e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2476161e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2476387e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2476721e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.247685e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2477254e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2477352e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.247941e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2479521e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2482549e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2483853e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2488131e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2488166e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2488635e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2490408e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2495164e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2495357e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2495526e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.249602e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2496155e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2500824e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2501449e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2501531e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2504919e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2505329e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2506889e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2509759e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2512986e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2513698e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2513996e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2522033e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2522624e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2523417e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2526631e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2527573e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2527669e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2527793e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.252812e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2528665e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2528831e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2528907e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2533977e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2534117e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.253486e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2534947e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2535021e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2535638e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2535818e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2536549e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2536622e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2536782e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2536904e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2537086e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2541046e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2542635e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2542698e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.254582e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2545995e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2556044e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2556061e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2556099e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2558572e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2558688e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2560677e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2563831e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2564095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2568356e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2576099e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2576267e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2576425e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2576515e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577144e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577265e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577286e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577554e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577815e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2577848e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2578051e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2578278e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2578533e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2579027e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2579272e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2579452e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2580442e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.258046e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2580537e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2580571e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2580882e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2582836e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2582894e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2583407e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2584017e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2587786e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2587887e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2587916e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2587978e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2588549e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2589175e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2589573e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2592082e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2592225e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2601066e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2611738e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2614511e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2626123e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2626196e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2626501e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2627915e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2627962e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2635592e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2638915e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2638995e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2641809e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2642895e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2643194e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2643341e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2643575e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2643915e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2644923e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2645048e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2646033e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.265111e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2651207e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2653981e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2656339e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2659627e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.266065e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2660714e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2673041e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2674073e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2674163e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2680243e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2680789e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2683929e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690561e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.269064e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690652e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690697e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690727e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690767e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690788e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690865e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2690932e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2691179e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2691254e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2691303e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2691409e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2691686e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2692416e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.269317e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2693287e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2693357e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.269337e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2693468e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2693509e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2693559e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2694345e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.269445e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2695119e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2697022e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2698246e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2698799e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2698894e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2699054e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2699591e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2699711e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2703459e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2703494e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2703781e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2708798e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2709171e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2709426e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2713761e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2714388e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2714518e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2714798e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2715854e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2716579e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2718484e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.271928e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2720386e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2720967e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2721142e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2722766e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2723908e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2726863e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2729967e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.273468e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2734821e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2738571e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.273894e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2738949e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2742254e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2746457e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2746591e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2746669e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2746915e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2748398e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2752497e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2755418e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2767525e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2775776e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2776248e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2779156e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2779349e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2779713e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2781605e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.278168e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2782009e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2784541e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2786095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2789005e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2790463e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2790711e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2790908e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2791738e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2792002e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.279517e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2795288e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2795797e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2800284e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2803337e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2803736e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2806031e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2806797e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2807267e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.280738e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2807845e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2811054e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2811235e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2811319e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2812287e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2812397e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2812853e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2815197e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2822007e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2824859e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2836552e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2843915e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2844438e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2847306e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2847474e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2847933e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2848061e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2849973e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2850068e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2850903e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2852274e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2857833e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2859288e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2861525e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2866245e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2866357e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2869266e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2870398e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2872276e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2872325e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2873241e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2873531e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2889498e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2889748e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.289088e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2890956e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2894998e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2895056e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2898732e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899131e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899236e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899379e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899525e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899596e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2899913e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2901023e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.2908188e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.29124e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3003098e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3056728e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3057132e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3058546e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3059049e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3059331e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3078427e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3078459e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.307852e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3085186e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3087321e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3087809e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3087837e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3096493e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3096542e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3096592e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3096613e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3096791e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.311111e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3111221e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.31115e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3111545e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3112185e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3112258e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3123519e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3140215e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3150174e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3161308e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3167014e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.316872e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3169256e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.317328e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3177783e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3180645e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3180837e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3188717e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3188921e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3192912e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.320764e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3215887e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3222608e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.322461e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3224673e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3224717e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3231502e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3258578e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3282112e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3305181e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3314197e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3314504e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3317863e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3318389e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3322095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.333911e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3351964e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3352117e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.337381e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3385251e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3385907e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3386441e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3386704e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3386945e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3412729e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3413734e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3443706e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3448903e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3501904e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3502074e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3504817e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.351109e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3512499e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3512602e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3514844e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3563784e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3564e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3564163e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3577755e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3578006e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3593748e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3606027e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3628205e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3629457e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.363085e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3631035e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3637526e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3637776e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3639938e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.364467e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3644853e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3679843e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3689515e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3695289e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3695374e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3695481e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3695664e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3695797e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3698672e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3705563e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3707005e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3718966e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3756453e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.375777e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3764861e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3769667e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3769881e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3770038e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3770207e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3770453e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3770669e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3777467e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3777661e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3778187e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3778334e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3778532e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3781431e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3838151e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3838443e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3839485e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.383956e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3840957e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3841971e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3847397e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3847647e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3850422e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3917517e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3929664e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3961862e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3976794e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3987742e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.3989178e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4008552e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4008611e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4008833e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4008875e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.401402e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4015677e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4015781e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4015903e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4019433e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.401959e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4034742e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4046691e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4067721e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4068464e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4102926e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4104553e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4105402e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4134296e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4217329e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4236832e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4239638e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4241037e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4251479e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4278606e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4312821e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4343754e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4344409e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4348852e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4349939e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4354229e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4370325e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4404804e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4405546e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4463946e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4478676e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4481751e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4529484e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4529666e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.455931e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4584933e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4591432e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4591642e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4592307e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4624637e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4629651e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4644226e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.467493e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.46941e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4694537e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4736255e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.475503e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4771575e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4788277e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4793721e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.479463e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.479503e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4797497e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4949375e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4962243e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4962898e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4963057e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.496391e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.4966555e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5010303e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5030539e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5068485e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.515201e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5154145e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.515438e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5171059e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5174391e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5174723e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5175265e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5179432e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5184551e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5185545e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5233034e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5243131e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5244864e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5245521e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.524588e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5298314e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5303719e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5308354e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5365394e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5366797e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5369386e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5372016e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.541149e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5420509e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5421334e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5425845e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5426861e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5428361e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5428841e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.542951e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5433482e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5434624e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5436186e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5437285e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5437888e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5438014e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5438434e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5442824e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5442948e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.544437e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5445079e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5445322e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5445549e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5485445e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5498384e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5503167e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5506379e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5513411e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.552545e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.553197e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5534025e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5551324e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5551493e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5577638e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5636571e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5638115e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5657305e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5668538e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5672345e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5672874e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5701318e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5701504e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5738593e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5738822e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5738971e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5739085e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5747567e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5766576e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5768071e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5777999e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5801215e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5817875e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5836178e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.584045e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5856791e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5876171e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5901597e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5905107e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5912095e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5919596e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5922111e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5922411e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5979588e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.59799e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.5979982e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
| 6.6026034e7 | 0.0 | National_Register_of_Historic_Places_listings_in_Louisiana | 0.0 |
Now, let us check that we have no corrupted records:
readFromCSV.createOrReplaceTempView("pagelinks")
SELECT * FROM pagelinks WHERE _corrupt_record IS NOT NULL
| pl_from | pl_namespace | pl_title | pl_from_namespace | _corrupt_record |
|---|---|---|---|---|
| 3.9650412e7 | 4.0 | Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA | null | 39650412,4,'Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA |
| null | 4.0 | null | null | Regd.No._–_DRFS/152)',4 |
| 3.9650412e7 | 5.0 | Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA | null | 39650412,5,'Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA |
| null | 4.0 | null | null | Regd.No._–_DRFS/152)',4 |
| 3.9651844e7 | 5.0 | Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA | null | 39651844,5,'Articles_for_creation/SANCHAR_NIGAM_ASSOCIATION_OF_TELECOM_TECHNICAL_ASSISTANTS_(SNATTA |
| null | 3.0 | null | null | Regd.No._–_DRFS/152)',3 |
| 4.0435962e7 | 0.0 | Bhongir_(Lok_Sabha_constituency | null | 40435962,0,'Bhongir_(Lok_Sabha_constituency |
| null | 2.0 | null | null | Assembly_constituency)',2 |
| 4.3661887e7 | 0.0 | Bhongir_(Lok_Sabha_constituency | null | 43661887,0,'Bhongir_(Lok_Sabha_constituency |
| null | 2.0 | null | null | Assembly_constituency)',2 |
| 2.2480556e7 | 1.0 | Jessica_Smith_(12 | null | 22480556,1,'Jessica_Smith_(12 |
| null | 3.0 | null | null | backing_singer/actress)',3 |
| 4.3712571e7 | 2.0 | Enlisted_USAF_(ret | null | 43712571,2,'Enlisted_USAF_(ret |
| null | 2.0 | null | null | DAV)',2 |
| 2.2480556e7 | 0.0 | Jessica_Smith_(12 | null | 22480556,0,'Jessica_Smith_(12 |
| null | 3.0 | null | null | backing_singer/actress)',3 |
On the scale of 1.48 billion rows, having sixteen bad rows is basically the same as zero. We've only lost eight edges in our graph, and none of them are actually between main-namespace articles, only between talk pages and files and such.
So, let us take this data, remove the corrupt rows and rows with data we don't care about, and save the data to Delta Lake. Only rows with plnamespace and plfrom_namespace both equal to zero are links between main Wikipedia articles - the other namespaces are things like user talk pages or image pages and so on.
SELECT pl_from, pl_title FROM pagelinks WHERE (pl_from IS NOT NULL) AND (pl_namespace = 0) AND (pl_title IS NOT NULL) AND (pl_from_namespace = 0) AND (_corrupt_record IS NULL)
| pl_from | pl_title |
|---|---|
| 6.2036177e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2036214e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2044245e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2044286e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2044799e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2044969e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2045091e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2045917e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2046017e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2046144e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2046198e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2046286e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2050182e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2050468e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2052923e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2053001e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2053086e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2053582e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2054277e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2054373e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.205447e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2054863e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2054926e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.205505e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2055493e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2055914e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2061079e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2065101e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2069857e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2070489e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2070509e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2070906e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.207097e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.20722e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2072539e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2072666e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2074281e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2074669e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2074726e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2080468e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2081011e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2081481e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2081692e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2081905e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2083035e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2085589e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2086399e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2086635e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.208665e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2089168e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2089206e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.20939e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2095774e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098617e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098663e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098696e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098732e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.209879e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098856e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2098946e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099048e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099056e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099092e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099425e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099468e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099557e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099599e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.209967e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099703e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099713e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2099782e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.209993e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2100389e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2101217e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2101317e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2103796e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2104062e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2104545e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.210551e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2111121e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2111432e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2111607e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.211293e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2112989e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2113555e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2113799e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2113972e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114422e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114573e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114632e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114692e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.211474e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114771e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2114897e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2115054e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2115672e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2117407e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2117442e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.21217e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2123268e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2131095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.213484e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2134949e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2135004e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2135333e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.213541e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2135858e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2135931e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2135984e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2136991e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2137571e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2137796e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2140651e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2140938e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2141518e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2143495e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2143563e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2143817e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2143889e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2144019e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2145232e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.214547e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.214645e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.214948e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2150355e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2151715e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.215186e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2151999e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2152086e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2152256e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2152322e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2152384e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2152442e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2154164e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2155835e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.215897e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2159682e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2159752e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2160675e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2161033e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2161299e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216162e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2161724e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216258e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2162762e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216295e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163647e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163687e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163759e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163788e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163818e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216386e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.21639e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163913e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163927e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163948e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2163988e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164003e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164015e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216433e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164343e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164353e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216436e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164373e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164382e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164393e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164402e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.216441e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2164511e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2167693e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2167903e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2168116e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2168195e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2168872e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2168913e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2170502e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2170877e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2170879e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2170933e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2170936e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171121e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171549e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.217163e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171642e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171706e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171765e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2171863e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.217205e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172159e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172205e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172283e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172389e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172464e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172573e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172597e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172725e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172813e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172865e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172897e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172935e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2172989e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2173028e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.217306e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.21731e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2173123e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2173153e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2173196e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.217323e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2173263e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2176015e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2176129e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2176194e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2177337e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2178095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2178243e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.217832e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2178719e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2178928e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2179015e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2179326e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2180958e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2181066e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.218395e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2183986e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2184727e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2186836e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2186894e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2187303e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.218752e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2187685e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2188235e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2188283e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.21884e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.218861e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2188694e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2188718e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2188941e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2189009e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2189168e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2193341e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194142e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194242e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194307e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194456e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194613e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2194637e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2195422e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2195524e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.21956e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2195668e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2195768e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2199813e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2204155e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2204345e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2204425e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2205079e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2205614e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2210958e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2211498e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2211705e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2211894e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2212015e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2212137e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2212778e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2212866e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2213202e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2213275e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2213347e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2213555e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.221392e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2213931e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2214024e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2214112e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.221425e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2215832e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2215881e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.221595e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2217255e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2218048e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.222004e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.222071e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2229784e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2229826e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2229862e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2229899e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2230108e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2230135e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.223025e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2230399e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2230451e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2230797e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2231001e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2231059e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.223115e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2231201e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2232027e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2235181e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2235333e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2235455e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2235666e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2236061e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2236297e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2236565e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2239144e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2239451e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2239844e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2244764e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2246181e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.225089e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2253477e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2261303e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2272463e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2275322e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2281698e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2284085e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2284222e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2284712e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2287673e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2288302e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2288802e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2297204e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2297366e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2307669e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2307743e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.230782e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2308234e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2309564e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2309637e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2310585e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.231071e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2313177e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2316691e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2317687e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2317914e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2318912e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2319124e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2322857e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2323477e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.232448e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2324532e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2324645e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2325397e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2326365e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2330206e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2330404e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2330664e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2333083e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2334174e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2334256e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2334384e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2335636e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2335883e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2336051e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2336109e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2338257e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2338387e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2338682e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2339377e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2344777e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.234554e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2345563e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2345601e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2347346e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.234978e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2350632e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2357172e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.23574e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2358695e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2358736e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364006e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364041e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364044e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364053e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364067e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364187e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2364977e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2365328e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2368796e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2369285e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.237035e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2371517e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2375402e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2379106e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2379984e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2380312e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.238056e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2380708e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2380793e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2381673e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2385844e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2386315e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2386388e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2386554e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2388143e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2395914e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2398036e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2400002e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2401377e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2401676e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2404506e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2405116e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2405172e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.240529e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2406087e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2409152e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2409231e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2410886e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2410965e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2411698e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2415848e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2416007e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2416114e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2416423e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2416528e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2418796e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2422274e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2425091e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2431838e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2431946e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2434872e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.243492e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2436162e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2445694e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2459264e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2459304e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2459337e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2459444e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2460211e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2460339e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2460574e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2460673e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2460723e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2463241e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2463646e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2463715e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2464783e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.246862e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2470666e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.247199e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2472529e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2473276e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2473342e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2475982e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2476041e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2476161e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2476387e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2476721e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.247685e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2477254e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2477352e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.247941e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2479521e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2482549e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2483853e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2488131e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2488166e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2488635e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2490408e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2495164e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2495357e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2495526e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.249602e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2496155e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2500824e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2501449e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2501531e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2504919e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2505329e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2506889e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2509759e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2512986e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2513698e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2513996e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2522033e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2522624e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2523417e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2526631e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2527573e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2527669e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2527793e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.252812e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2528665e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2528831e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2528907e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2533977e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2534117e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.253486e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2534947e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2535021e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2535638e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2535818e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2536549e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2536622e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2536782e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2536904e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2537086e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2541046e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2542635e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2542698e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.254582e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2545995e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2556044e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2556061e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2556099e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2558572e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2558688e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2560677e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2563831e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2564095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2568356e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2576099e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2576267e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2576425e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2576515e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577144e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577265e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577286e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577554e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577815e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2577848e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2578051e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2578278e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2578533e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2579027e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2579272e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2579452e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2580442e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.258046e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2580537e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2580571e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2580882e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2582836e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2582894e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2583407e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2584017e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2587786e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2587887e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2587916e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2587978e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2588549e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2589175e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2589573e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2592082e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2592225e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2601066e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2611738e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2614511e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2626123e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2626196e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2626501e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2627915e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2627962e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2635592e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2638915e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2638995e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2641809e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2642895e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2643194e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2643341e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2643575e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2643915e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2644923e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2645048e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2646033e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.265111e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2651207e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2653981e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2656339e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2659627e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.266065e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2660714e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2673041e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2674073e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2674163e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2680243e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2680789e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2683929e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690561e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.269064e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690652e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690697e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690727e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690767e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690788e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690865e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2690932e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2691179e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2691254e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2691303e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2691409e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2691686e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2692416e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.269317e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2693287e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2693357e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.269337e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2693468e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2693509e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2693559e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2694345e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.269445e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2695119e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2697022e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2698246e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2698799e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2698894e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2699054e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2699591e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2699711e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2703459e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2703494e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2703781e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2708798e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2709171e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2709426e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2713761e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2714388e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2714518e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2714798e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2715854e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2716579e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2718484e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.271928e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2720386e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2720967e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2721142e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2722766e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2723908e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2726863e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2729967e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.273468e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2734821e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2738571e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.273894e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2738949e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2742254e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2746457e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2746591e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2746669e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2746915e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2748398e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2752497e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2755418e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2767525e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2775776e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2776248e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2779156e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2779349e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2779713e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2781605e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.278168e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2782009e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2784541e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2786095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2789005e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2790463e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2790711e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2790908e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2791738e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2792002e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.279517e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2795288e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2795797e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2800284e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2803337e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2803736e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2806031e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2806797e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2807267e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.280738e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2807845e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2811054e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2811235e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2811319e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2812287e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2812397e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2812853e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2815197e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2822007e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2824859e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2836552e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2843915e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2844438e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2847306e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2847474e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2847933e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2848061e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2849973e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2850068e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2850903e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2852274e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2857833e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2859288e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2861525e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2866245e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2866357e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2869266e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2870398e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2872276e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2872325e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2873241e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2873531e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2889498e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2889748e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.289088e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2890956e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2894998e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2895056e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2898732e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899131e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899236e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899379e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899525e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899596e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2899913e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2901023e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.2908188e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.29124e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3003098e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3056728e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3057132e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3058546e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3059049e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3059331e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3078427e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3078459e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.307852e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3085186e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3087321e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3087809e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3087837e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3096493e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3096542e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3096592e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3096613e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3096791e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.311111e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3111221e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.31115e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3111545e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3112185e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3112258e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3123519e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3140215e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3150174e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3161308e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3167014e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.316872e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3169256e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.317328e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3177783e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3180645e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3180837e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3188717e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3188921e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3192912e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.320764e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3215887e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3222608e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.322461e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3224673e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3224717e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3231502e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3258578e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3282112e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3305181e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3314197e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3314504e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3317863e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3318389e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3322095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.333911e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3351964e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3352117e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.337381e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3385251e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3385907e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3386441e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3386704e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3386945e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3412729e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3413734e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3443706e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3448903e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3501904e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3502074e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3504817e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.351109e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3512499e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3512602e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3514844e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3563784e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3564e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3564163e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3577755e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3578006e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3593748e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3606027e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3628205e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3629457e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.363085e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3631035e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3637526e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3637776e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3639938e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.364467e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3644853e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3679843e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3689515e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3695289e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3695374e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3695481e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3695664e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3695797e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3698672e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3705563e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3707005e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3718966e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3756453e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.375777e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3764861e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3769667e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3769881e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3770038e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3770207e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3770453e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3770669e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3777467e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3777661e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3778187e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3778334e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3778532e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3781431e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3838151e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3838443e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3839485e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.383956e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3840957e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3841971e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3847397e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3847647e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3850422e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3917517e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3929664e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3961862e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3976794e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3987742e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.3989178e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4008552e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4008611e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4008833e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4008875e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.401402e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4015677e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4015781e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4015903e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4019433e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.401959e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4034742e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4046691e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4067721e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4068464e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4102926e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4104553e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4105402e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4134296e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4217329e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4236832e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4239638e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4241037e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4251479e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4278606e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4312821e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4343754e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4344409e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4348852e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4349939e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4354229e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4370325e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4404804e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4405546e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4463946e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4478676e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4481751e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4529484e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4529666e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.455931e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4584933e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4591432e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4591642e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4592307e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4624637e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4629651e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4644226e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.467493e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.46941e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4694537e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4736255e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.475503e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4771575e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4788277e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4793721e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.479463e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.479503e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4797497e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4949375e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4962243e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4962898e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4963057e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.496391e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.4966555e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5010303e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5030539e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5068485e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.515201e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5154145e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.515438e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5171059e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5174391e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5174723e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5175265e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5179432e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5184551e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5185545e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5233034e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5243131e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5244864e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5245521e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.524588e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5298314e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5303719e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5308354e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5365394e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5366797e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5369386e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5372016e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.541149e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5420509e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5421334e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5425845e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5426861e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5428361e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5428841e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.542951e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5433482e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5434624e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5436186e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5437285e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5437888e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5438014e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5438434e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5442824e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5442948e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.544437e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5445079e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5445322e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5445549e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5485445e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5498384e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5503167e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5506379e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5513411e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.552545e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.553197e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5534025e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5551324e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5551493e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5577638e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5636571e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5638115e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5657305e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5668538e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5672345e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5672874e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5701318e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5701504e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5738593e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5738822e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5738971e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5739085e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5747567e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5766576e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5768071e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5777999e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5801215e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5817875e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5836178e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.584045e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5856791e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5876171e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5901597e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5905107e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5912095e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5919596e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5922111e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5922411e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5979588e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.59799e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.5979982e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
| 6.6026034e7 | National_Register_of_Historic_Places_listings_in_Louisiana |
val rowsToSave = spark.sql("SELECT pl_from, pl_title FROM pagelinks WHERE (pl_from IS NOT NULL) AND (pl_namespace = 0) AND (pl_title IS NOT NULL) AND (pl_from_namespace = 0) AND (_corrupt_record IS NULL)")
rowsToSave.write.saveAsTable("enwiki_pagelinks")
rowsToSave: org.apache.spark.sql.DataFrame = [pl_from: int, pl_title: string]
Loading of the Wikipedia data
This is very nearly just a copy of the 02 notebook that loaded the pages.
As a first step, we download the .sql file:
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
FileUtils.copyURLToFile(new URL("https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-categorylinks.sql.gz"), new File("/tmp/enwiki-latest-categorylinks.sql.gz"))
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
Having done this, we first unzip the file, and then move the file from local storage to the DBFS:
gzip -d /tmp/enwiki-latest-categorylinks.sql.gz
mv file:/tmp/enwiki-latest-categorylinks.sql /enwiki-latest-categorylinks.sql
res1: Boolean = true
Having gotten the data onto the DBFS, we can now read it into Spark:
val rawSQLdump = spark.read.textFile("/enwiki-latest-categorylinks.sql")
rawSQLdump: org.apache.spark.sql.Dataset[String] = [value: string]
The first fortyfour lines are setting up the database, then we get a lot of very long INSERT INTO lines with many many entries being inserted.
println(rawSQLdump.take(44).mkString("\n"))
-- MySQL dump 10.19 Distrib 10.3.34-MariaDB, for debian-linux-gnu (x86_64)
--
-- Host: db1106 Database: enwiki
-- ------------------------------------------------------
-- Server version 10.4.25-MariaDB-log
/*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */;
/*!40101 SET @OLD_CHARACTER_SET_RESULTS=@@CHARACTER_SET_RESULTS */;
/*!40101 SET @OLD_COLLATION_CONNECTION=@@COLLATION_CONNECTION */;
/*!40101 SET NAMES utf8mb4 */;
/*!40103 SET @OLD_TIME_ZONE=@@TIME_ZONE */;
/*!40103 SET TIME_ZONE='+00:00' */;
/*!40014 SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0 */;
/*!40014 SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */;
/*!40101 SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */;
/*!40111 SET @OLD_SQL_NOTES=@@SQL_NOTES, SQL_NOTES=0 */;
--
-- Table structure for table `categorylinks`
--
DROP TABLE IF EXISTS `categorylinks`;
/*!40101 SET @saved_cs_client = @@character_set_client */;
/*!40101 SET character_set_client = utf8 */;
CREATE TABLE `categorylinks` (
`cl_from` int(8) unsigned NOT NULL DEFAULT 0,
`cl_to` varbinary(255) NOT NULL DEFAULT '',
`cl_sortkey` varbinary(230) NOT NULL DEFAULT '',
`cl_timestamp` timestamp NOT NULL DEFAULT current_timestamp() ON UPDATE current_timestamp(),
`cl_sortkey_prefix` varbinary(255) NOT NULL DEFAULT '',
`cl_collation` varbinary(32) NOT NULL DEFAULT '',
`cl_type` enum('page','subcat','file') NOT NULL DEFAULT 'page',
PRIMARY KEY (`cl_from`,`cl_to`),
KEY `cl_timestamp` (`cl_to`,`cl_timestamp`),
KEY `cl_sortkey` (`cl_to`,`cl_type`,`cl_sortkey`,`cl_from`),
KEY `cl_collation_ext` (`cl_collation`,`cl_to`,`cl_type`,`cl_from`)
) ENGINE=InnoDB DEFAULT CHARSET=binary ROW_FORMAT=COMPRESSED;
/*!40101 SET character_set_client = @saved_cs_client */;
--
-- Dumping data for table `categorylinks`
--
/*!40000 ALTER TABLE `categorylinks` DISABLE KEYS */;
The remaining rows look something like this, except much much longer:
println(rawSQLdump.take(45)(44).substring(0,254) + ",...," + rawSQLdump.take(45)(44).substring(rawSQLdump.take(45)(44).length() - 135, rawSQLdump.take(45)(44).length()))
INSERT INTO `categorylinks` VALUES (10,'Redirects_from_moves','*..2NN:,@2.FBHRP:D6ܽ�','2014-10-26 04:50:23','','uca-default-u-kn','page'),(10,'Redirects_with_old_history','*..2NN:,@2.FBHRP:D6ܽ�','2010-08-26 22:38:36','','uca-default-u-kn','page'),...,(1038,'Wikipedia_articles_needing_clarification_from_November_2017','**L8RN\n� ','2017-11-08 17:52:14','','uca-default-u-kn','page');
Next up, let us strip out the INSERT INTO bit and the initial and final parentheses, then split at each ),(, so that we get each entry as its own string.
val pageDataRows = rawSQLdump.filter(x => x.startsWith("INSERT INTO"))
.flatMap(x => x.substring(36, x.length()-2).split("""\),\("""))
pageDataRows: org.apache.spark.sql.Dataset[String] = [value: string]
So now our data looks like this:
println(pageDataRows.take(10).mkString("\n"))
10,'Redirects_from_moves','*..2NN:,@2.FBHRP:D6ܽ�','2014-10-26 04:50:23','','uca-default-u-kn','page'
10,'Redirects_with_old_history','*..2NN:,@2.FBHRP:D6ܽ�','2010-08-26 22:38:36','','uca-default-u-kn','page'
10,'Unprintworthy_redirects','*..2NN:,@2.FBHRP:D6ܽ�','2010-08-26 22:38:36','','uca-default-u-kn','page'
12,'Anarchism','*D*L.8:NB��','2020-01-23 13:27:44',' ','uca-default-u-kn','page'
12,'Anti-capitalism','*D*L.8:NB\r�','2020-01-23 13:27:44','','uca-default-u-kn','page'
12,'Anti-fascism','*D*L.8:NB\r�','2020-01-23 13:27:44','','uca-default-u-kn','page'
12,'Articles_containing_French-language_text','*D*L.8:NB\r�','2020-01-23 13:27:44','','uca-default-u-kn','page'
12,'Articles_containing_Spanish-language_text','*D*L.8:NB\r�','2020-01-23 13:27:44','','uca-default-u-kn','page'
12,'Articles_prone_to_spam_from_November_2014','*D*L.8:NB\r�','2020-01-23 13:27:44','','uca-default-u-kn','page'
12,'Articles_with_BNE_identifiers','*D*L.8:NB\r�','2021-08-29 20:33:32','','uca-default-u-kn','page'
With quite a lot of rows - 181 million, to be particular.
pageDataRows.count()
res15: Long = 181884985
The above looks a whole lot like a CSV file, doesn't it? Let's write it to file as such. Note that we write it as text instead of as CSV because our data is in the format of a single string per row.
pageDataRows.toDF().write.mode("overwrite").text("/WikipediaData/enwiki-categorylinks.csv")
Now we want to read this back in, but with the right schema and column names and so on. So we start by creating the schema. So we start by creating the schema. In order to be sure that all the rows got parsed correctly, we add an extra column named _corrupt_record, which will get the raw CSV text whenever it couldn't be parsed right, and otherwise be set to NULL.
import org.apache.spark.sql.types._
// Start by creating a case class of a row entry:
case class WikiCategoryLink(cl_from:Int,
cl_to:String,
cl_sortkey:String,
cl_timestamp:String,
cl_sortkey_prefix:String,
cl_collation:String,
cl_type:String)
// then we generate a schema object from the case class: (code copypasted from here: https://sparkbyexamples.com/spark/convert-case-class-to-spark-schema/)
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
val pageSchema = ScalaReflection.schemaFor[WikiCategoryLink].dataType.asInstanceOf[StructType].add("_corrupt_record", StringType, true)
import org.apache.spark.sql.types._
defined class WikiCategoryLink
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
pageSchema: org.apache.spark.sql.types.StructType = StructType(StructField(cl_from,IntegerType,false),StructField(cl_to,StringType,true),StructField(cl_sortkey,StringType,true),StructField(cl_timestamp,StringType,true),StructField(cl_sortkey_prefix,StringType,true),StructField(cl_collation,StringType,true),StructField(cl_type,StringType,true),StructField(_corrupt_record,StringType,true))
Then we read it back in with the schema we just created:
val readFromCSV = spark.read
.options(Map("quote" -> "'", "mode" -> "PERMISSIVE", "columnNameOfCorruptRecord" -> "_corrupt_record"))
.schema(pageSchema)
.csv("/WikipediaData/enwiki-categorylinks.csv")
readFromCSV: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 6 more fields]
Let's have a look at what we just created:
display(readFromCSV)
| cl_from | cl_to | cl_sortkey | cl_timestamp | cl_sortkey_prefix | cl_collation | cl_type |
|---|---|---|---|---|---|---|
| 10.0 | Redirects_from_moves | *..2NN:,@2.FBHRP:D6ܽ� | 2014-10-26 04:50:23 | null | uca-default-u-kn | page |
| 10.0 | Redirects_with_old_history | *..2NN:,@2.FBHRP:D6ܽ� | 2010-08-26 22:38:36 | null | uca-default-u-kn | page |
| 10.0 | Unprintworthy_redirects | *..2NN:,@2.FBHRP:D6ܽ� | 2010-08-26 22:38:36 | null | uca-default-u-kn | page |
| 12.0 | Anarchism | *D*L.8:NB�� | 2020-01-23 13:27:44 | uca-default-u-kn | page | |
| 12.0 | Anti-capitalism | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Anti-fascism | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Articles_containing_French-language_text | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Articles_containing_Spanish-language_text | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Articles_prone_to_spam_from_November_2014 | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_BNE_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_BNF_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_EMU_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_FAST_identifiers | *D*L.8:NB\r� | 2022-10-11 09:10:41 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_GND_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_HDS_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_J9U_identifiers | *D*L.8:NB\r� | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_LCCN_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_LNB_identifiers | *D*L.8:NB\r� | 2022-10-10 10:08:24 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_NDL_identifiers | *D*L.8:NB\r� | 2022-10-10 09:50:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_NKC_identifiers | *D*L.8:NB\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_SUDOC_identifiers | *D*L.8:NB\r� | 2022-10-11 08:43:54 | null | uca-default-u-kn | page |
| 12.0 | Articles_with_short_description | *D*L.8:NB\r� | 2020-10-08 06:51:49 | null | uca-default-u-kn | page |
| 12.0 | Economic_ideologies | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Far-left_politics | *D*L.8:NB\r� | 2022-01-28 19:04:36 | null | uca-default-u-kn | page |
| 12.0 | Good_articles | *D*L.8:NB\r� | 2020-10-08 06:51:49 | null | uca-default-u-kn | page |
| 12.0 | Left-wing_politics | *D*L.8:NB\r� | 2020-08-06 12:43:19 | null | uca-default-u-kn | page |
| 12.0 | Libertarian_socialism | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Libertarianism | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Political_culture | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Political_ideologies | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Political_movements | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Short_description_matches_Wikidata | *D*L.8:NB\r� | 2020-10-08 06:51:49 | null | uca-default-u-kn | page |
| 12.0 | Social_theories | *D*L.8:NB\r� | 2020-01-23 13:27:44 | null | uca-default-u-kn | page |
| 12.0 | Socialism | *D*L.8:NB\r� | 2020-11-21 21:31:32 | null | uca-default-u-kn | page |
| 12.0 | Use_British_English_from_August_2021 | *D*L.8:NB\r� | 2021-08-11 06:52:48 | null | uca-default-u-kn | page |
| 12.0 | Use_dmy_dates_from_August_2021 | *D*L.8:NB\r� | 2021-08-11 06:52:48 | null | uca-default-u-kn | page |
| 12.0 | Wikipedia_indefinitely_semi-protected_pages | *D*L.8:NB*D*L.8:NBܽ� | 2021-03-17 03:39:19 | Anarchism | uca-default-u-kn | page |
| 13.0 | Redirects_with_old_history | *468*D:NP*D8:NPFLZܼ�\n | 2007-04-19 22:12:13 | null | uca-default-u-kn | page |
| 13.0 | Unprintworthy_redirects | *468*D:NP*D8:NPFLZܼ�\n | 2006-09-08 04:15:52 | null | uca-default-u-kn | page |
| 14.0 | Redirects_with_old_history | *468*D:NP*D62F6L*H8Zܼ� | 2007-04-19 22:12:13 | null | uca-default-u-kn | page |
| 14.0 | Unprintworthy_redirects | *468*D:NP*D62F6L*H8Zܼ� | 2006-09-08 04:15:36 | null | uca-default-u-kn | page |
| 15.0 | Redirects_with_old_history | *468*D:NP*DH2FH@2ܼ� | 2007-04-19 22:12:13 | null | uca-default-u-kn | page |
| 15.0 | Unprintworthy_redirects | *468*D:NP*DH2FH@2ܼ� | 2006-09-08 04:15:11 | null | uca-default-u-kn | page |
| 18.0 | Redirects_with_old_history | *468*D:NP*D.FBBRD:.*P:FDNܼ� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 18.0 | Unprintworthy_redirects | *468*D:NP*D.FBBRD:.*P:FDNܼ� | 2006-09-08 04:14:42 | null | uca-default-u-kn | page |
| 19.0 | Redirects_with_old_history | *468*D:NP*DPL*DNHFLP*P:FDNܼ� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 19.0 | Unprintworthy_redirects | *468*D:NP*DPL*DNHFLP*P:FDNܼ� | 2006-09-08 04:14:07 | null | uca-default-u-kn | page |
| 20.0 | Redirects_from_moves | *468*D:NP*DB:@:P*LZܼ� | 2022-06-14 10:44:25 | null | uca-default-u-kn | page |
| 20.0 | Redirects_with_old_history | *468*D:NP*DB:@:P*LZܼ� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 20.0 | Unprintworthy_redirects | *468*D:NP*DB:@:P*LZܼ� | 2006-09-08 04:13:27 | null | uca-default-u-kn | page |
| 21.0 | Redirects_with_old_history | *468*D:NP*DPL*DND*P:FD*@:NNR2N\"ܼܺ� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 21.0 | Unprintworthy_redirects | *468*D:NP*DPL*DND*P:FD*@:NNR2N\"ܼܺ� | 2006-04-01 12:08:42 | null | uca-default-u-kn | page |
| 23.0 | Redirects_with_old_history | *NN:NP:T2P2.8DF@F6Zܾ�\r | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 23.0 | Unprintworthy_redirects | *NN:NP:T2P2.8DF@F6Zܾ�\r | 2006-09-08 04:17:00 | null | uca-default-u-kn | page |
| 24.0 | Redirects_with_old_history | *BF2,F:0P*X*ܿ� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 24.0 | Unprintworthy_redirects | *BF2,F:0P*X*ܿ� | 2006-09-08 04:17:51 | null | uca-default-u-kn | page |
| 25.0 | 1910s_neologisms | *RP:NB\n� | 2020-11-05 23:24:50 | null | uca-default-u-kn | page |
| 25.0 | Fully_protected_redirects | *RP:NB\n� | 2022-06-25 02:15:53 | null | uca-default-u-kn | page |
| 25.0 | Redirects_connected_to_a_Wikidata_item | *RP:NB\n� | 2022-06-29 03:56:42 | null | uca-default-u-kn | page |
| 25.0 | Redirects_from_alternative_names | *RP:NB\n� | 2022-06-25 02:15:53 | null | uca-default-u-kn | page |
| 25.0 | Redirects_from_merges | *RP:NB\n� | 2022-06-25 02:15:53 | null | uca-default-u-kn | page |
| 25.0 | Semi-protected_redirects | *RP:NB\n� | 2022-06-25 02:15:53 | null | uca-default-u-kn | page |
| 25.0 | Wikipedia_indefinitely_move-protected_pages | *RP:NB*RP:NB��� | 2013-08-30 03:22:57 | Autism | uca-default-u-kn | page |
| 25.0 | Wikipedia_indefinitely_semi-protected_pages | *RP:NB*RP:NB��� | 2013-08-30 03:22:57 | Autism | uca-default-u-kn | page |
| 27.0 | Redirects_with_old_history | *@,*D:*8:NPFLZ���\n | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 27.0 | Unprintworthy_redirects | *@,*D:*8:NPFLZ���\n | 2006-09-08 04:18:56 | null | uca-default-u-kn | page |
| 29.0 | Redirects_with_old_history | *@,*D:*H2FH@2��� | 2007-04-19 22:12:14 | null | uca-default-u-kn | page |
| 29.0 | Unprintworthy_redirects | *@,*D:*H2FH@2��� | 2006-09-08 04:17:12 | null | uca-default-u-kn | page |
| 30.0 | Redirects_with_old_history | *NV2B*ZP8:D>������� | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 30.0 | Unprintworthy_redirects | *NV2B*ZP8:D>������� | 2006-09-08 04:19:17 | null | uca-default-u-kn | page |
| 35.0 | Redirects_with_old_history | *@,*D:*6FT2LDB2DP���\r | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 35.0 | Unprintworthy_redirects | *@,*D:*6FT2LDB2DP���\r | 2006-09-08 04:19:45 | null | uca-default-u-kn | page |
| 36.0 | Redirects_with_old_history | *@,*D:*2.FDFBZ���\n | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 36.0 | Unprintworthy_redirects | *@,*D:*2.FDFBZ���\n | 2006-09-08 04:19:59 | null | uca-default-u-kn | page |
| 39.0 | 1760s_neologisms | *@,20F\n� | 2020-11-05 23:18:57 | null | uca-default-u-kn | page |
| 39.0 | All_articles_with_failed_verification | *@,20F\n� | 2020-01-30 15:59:17 | null | uca-default-u-kn | page |
| 39.0 | All_articles_with_unsourced_statements | *@,20F\n� | 2022-05-13 04:12:29 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_BNF_identifiers | *@,20F\n� | 2021-08-29 20:33:31 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_FAST_identifiers | *@,20F\n� | 2021-08-29 20:33:31 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_GND_identifiers | *@,20F\n� | 2021-08-29 20:33:31 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_J9U_identifiers | *@,20F\n� | 2022-02-21 19:07:46 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_LCCN_identifiers | *@,20F\n� | 2021-08-29 20:33:31 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_failed_verification_from_January_2020 | *@,20F\n� | 2020-01-30 15:59:17 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_short_description | *@,20F\n� | 2020-06-06 08:10:44 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_unsourced_statements_from_January_2018 | *@,20F\n� | 2022-05-13 04:12:29 | null | uca-default-u-kn | page |
| 39.0 | Articles_with_unsourced_statements_from_November_2013 | *@,20F\n� | 2022-05-13 04:12:29 | null | uca-default-u-kn | page |
| 39.0 | CS1_errors:_missing_periodical | *@,20F\n� | 2019-09-03 13:15:11 | null | uca-default-u-kn | page |
| 39.0 | Climate_change_feedbacks | *@,20F\n� | 2020-04-17 09:47:32 | null | uca-default-u-kn | page |
| 39.0 | Climate_forcing | *@,20F\n� | 2010-09-28 15:22:44 | null | uca-default-u-kn | page |
| 39.0 | Climatology | *@,20F\n� | 2010-09-28 15:22:44 | null | uca-default-u-kn | page |
| 39.0 | Electromagnetic_radiation | *@,20F\n� | 2010-09-28 15:22:44 | null | uca-default-u-kn | page |
| 39.0 | Land_surface_effects_on_climate | *@,20F\n� | 2016-05-19 00:49:27 | null | uca-default-u-kn | page |
| 39.0 | Pages_using_div_col_with_small_parameter | *@,20F\n� | 2017-05-22 15:26:01 | null | uca-default-u-kn | page |
| 39.0 | Radiation | *@,20F\n� | 2011-12-15 17:28:04 | null | uca-default-u-kn | page |
| 39.0 | Radiometry | *@,20F\n� | 2010-09-28 15:22:44 | null | uca-default-u-kn | page |
| 39.0 | Scattering,_absorption_and_radiative_transfer_(optics) | *@,20F\n� | 2010-09-28 15:22:44 | null | uca-default-u-kn | page |
| 39.0 | Short_description_is_different_from_Wikidata | *@,20F\n� | 2022-02-23 06:44:31 | null | uca-default-u-kn | page |
| 39.0 | Use_dmy_dates_from_September_2019 | *@,20F\n� | 2019-09-10 22:57:12 | null | uca-default-u-kn | page |
| 39.0 | Webarchive_template_wayback_links | *@,20F\n� | 2022-10-06 00:13:39 | null | uca-default-u-kn | page |
| 40.0 | Redirects_with_old_history | *4LF*N:*P:.@*D6R*62N����� | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 40.0 | Unprintworthy_redirects | *4LF*N:*P:.@*D6R*62N����� | 2006-09-08 04:20:21 | null | uca-default-u-kn | page |
| 42.0 | Redirects_from_misspellings | *LP:4:.*@@*D6R*62Nܾ� | 2006-02-11 16:19:58 | null | uca-default-u-kn | page |
| 42.0 | Redirects_from_moves | *LP:4:.*@@*D6R*62Nܾ� | 2014-03-06 23:34:01 | null | uca-default-u-kn | page |
| 42.0 | Redirects_with_old_history | *LP:4:.*@@*D6R*62Nܾ� | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 42.0 | Unprintworthy_redirects | *LP:4:.*@@*D6R*62Nܾ� | 2006-02-11 16:19:58 | null | uca-default-u-kn | page |
| 46.0 | Redirects_with_old_history | *,*.RN\n��� | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 46.0 | Unprintworthy_redirects | *,*.RN\n��� | 2006-04-01 12:10:40 | null | uca-default-u-kn | page |
| 47.0 | Redirects_with_old_history | *,*@FD2��� | 2007-04-19 22:12:15 | null | uca-default-u-kn | page |
| 47.0 | Unprintworthy_redirects | *,*@FD2��� | 2006-04-01 12:11:10 | null | uca-default-u-kn | page |
| 48.0 | Redirects_with_old_history | *,,*0:02N\rܿ� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 48.0 | Unprintworthy_redirects | *,,*0:02N\rܿ� | 2006-04-01 12:11:35 | null | uca-default-u-kn | page |
| 49.0 | Redirects_with_old_history | *,,2NN\n��� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 49.0 | Unprintworthy_redirects | *,,2NN\n��� | 2006-04-01 12:12:10 | null | uca-default-u-kn | page |
| 50.0 | Redirects_with_old_history | *,,2T:@@24L*D.2ܾ� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 50.0 | Unprintworthy_redirects | *,,2T:@@24L*D.2ܾ� | 2006-09-08 04:21:11 | null | uca-default-u-kn | page |
| 51.0 | Redirects_with_old_history | *,,2Z ��� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 51.0 | Unprintworthy_redirects | *,,2Z ��� | 2006-04-01 12:12:39 | null | uca-default-u-kn | page |
| 52.0 | Redirects_with_old_history | *,,FP ��� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 52.0 | Unprintworthy_redirects | *,,FP ��� | 2006-04-01 12:13:02 | null | uca-default-u-kn | page |
| 53.0 | Redirects_from_plurals | *,,L2T:*P:FDN� | 2006-09-08 04:21:35 | null | uca-default-u-kn | page |
| 53.0 | Unprintworthy_redirects | *,,L2T:*P:FDN� | 2006-09-08 04:21:35 | null | uca-default-u-kn | page |
| 54.0 | Redirects_with_old_history | *P@*NN8LR6620��� | 2007-04-19 22:12:16 | null | uca-default-u-kn | page |
| 54.0 | Unprintworthy_redirects | *P@*NN8LR6620��� | 2006-09-08 04:21:52 | null | uca-default-u-kn | page |
| 56.0 | Redirects_with_old_history | *LP:4:.:*@@*D6R*62Nܽ� | 2007-04-19 22:12:39 | null | uca-default-u-kn | page |
| 56.0 | Unprintworthy_redirects | *LP:4:.:*@@*D6R*62Nܽ� | 2006-03-01 00:56:11 | null | uca-default-u-kn | page |
| 58.0 | Redirects_with_old_history | *P@*NN8LR6620.8*L*.P2LN��ܿ�\r | 2007-04-19 22:12:40 | null | uca-default-u-kn | page |
| 58.0 | Unprintworthy_redirects | *P@*NN8LR6620.8*L*.P2LN��ܿ�\r | 2006-09-08 04:12:22 | null | uca-default-u-kn | page |
| 59.0 | Redirects_with_old_history | *P@*NN8LR6620.FBH*D:2N\Z��ܿ� | 2007-04-19 22:12:41 | null | uca-default-u-kn | page |
| 59.0 | Unprintworthy_redirects | *P@*NN8LR6620.FBH*D:2N\Z��ܿ� | 2006-09-08 04:12:37 | null | uca-default-u-kn | page |
| 60.0 | Redirects_from_phrases | *Z2LNBRN:.HR,@:N8:D6.FBH*DZ����ܽ�\n | 2014-02-28 11:32:56 | null | uca-default-u-kn | page |
| 60.0 | Redirects_with_old_history | *Z2LNBRN:.HR,@:N8:D6.FBH*DZ����ܽ�\n | 2007-04-19 22:12:41 | null | uca-default-u-kn | page |
| 60.0 | Unprintworthy_redirects | *Z2LNBRN:.HR,@:N8:D6.FBH*DZ����ܽ�\n | 2006-09-08 04:22:20 | null | uca-default-u-kn | page |
| 128.0 | All_WikiProject_Trains_pages | *P@*NN8LR6620��� | 2021-07-05 00:30:47 | null | uca-default-u-kn | page |
| 128.0 | All_Wikipedia_B-Class_vital_articles | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | All_Wikipedia_level-5_vital_articles | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | All_Wikipedia_vital_articles | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | All_Wikipedia_vital_articles_in_Art | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | B-Class_Libertarianism_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | B-Class_Philosophy_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | B-Class_Women_writers_articles | *P@*NN8LR6620��� | 2020-05-09 01:21:22 | null | uca-default-u-kn | page |
| 128.0 | B-Class_novel_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | B-Class_philosophical_literature_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | B-Class_politics_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | B-Class_rail_transport_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | High-importance_Libertarianism_articles | *P@*NN8LR6620��� | 2010-02-17 17:43:27 | null | uca-default-u-kn | page |
| 128.0 | High-importance_Women_writers_articles | *P@*NN8LR6620��� | 2020-09-17 19:44:26 | null | uca-default-u-kn | page |
| 128.0 | High-importance_novel_articles | *P@*NN8LR6620��� | 2014-01-07 07:41:08 | null | uca-default-u-kn | page |
| 128.0 | Low-importance_politics_articles | *P@*NN8LR6620��� | 2012-09-30 23:04:01 | null | uca-default-u-kn | page |
| 128.0 | Low-importance_rail_transport_articles | *P@*NN8LR6620��� | 2011-04-21 11:32:41 | null | uca-default-u-kn | page |
| 128.0 | Mid-importance_Philosophy_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | Mid-importance_philosophical_literature_articles | *P@*NN8LR6620��� | 2015-04-27 07:38:07 | null | uca-default-u-kn | page |
| 128.0 | Pages_in_the_Wikipedia_Top_25_Report | *P@*NN8LR6620��� | 2022-05-09 12:08:39 | null | uca-default-u-kn | page |
| 128.0 | Philosophical_literature_task_force_articles | *P@*NN8LR6620��� | 2010-06-17 23:27:15 | null | uca-default-u-kn | page |
| 128.0 | WikiProject_Libertarianism_articles | *P@*NN8LR6620��� | 2021-01-19 15:54:28 | null | uca-default-u-kn | page |
| 128.0 | WikiProject_Novels_articles | *P@*NN8LR6620��� | 2020-05-05 20:27:08 | null | uca-default-u-kn | page |
| 128.0 | WikiProject_Politics_articles | *P@*NN8LR6620��� | 2011-10-05 21:33:45 | null | uca-default-u-kn | page |
| 128.0 | WikiProject_Women_articles | *P@*NN8LR6620��� | 2020-05-09 01:21:22 | null | uca-default-u-kn | page |
| 128.0 | WikiProject_Women_writers_articles | *P@*NN8LR6620��� | 2020-05-09 01:21:22 | null | uca-default-u-kn | page |
| 128.0 | Wikipedia_B-Class_level-5_vital_articles | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | Wikipedia_B-Class_vital_articles_in_Art | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 128.0 | Wikipedia_level-5_vital_articles_in_Art | *P@*NN8LR6620��� | 2018-06-10 00:04:46 | null | uca-default-u-kn | page |
| 241.0 | Redirects_with_old_history | *4L:.*D*B2L:.*DH2FH@2��ܿ� | 2007-04-19 22:12:41 | null | uca-default-u-kn | page |
| 241.0 | Unprintworthy_redirects | *4L:.*D*B2L:.*DH2FH@2��ܿ� | 2006-09-08 04:22:44 | null | uca-default-u-kn | page |
| 242.0 | Redirects_with_old_history | *0F@48:P@2L��� | 2008-08-29 05:11:22 | null | uca-default-u-kn | page |
| 242.0 | Unprintworthy_redirects | *0F@48:P@2L��� | 2008-08-29 05:11:22 | null | uca-default-u-kn | page |
| 247.0 | Redirects_with_old_history | *,2.20*L:*DN���\n | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 247.0 | Unprintworthy_redirects | *,2.20*L:*DN���\n | 2006-09-08 04:25:34 | null | uca-default-u-kn | page |
| 248.0 | Redirects_with_old_history | *,2@��� | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 248.0 | Unprintworthy_redirects | *,2@��� | 2006-04-01 12:14:32 | null | uca-default-u-kn | page |
| 249.0 | Redirects_with_old_history | *,2DN,2L662LB*DZܾ�\n | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 249.0 | Unprintworthy_redirects | *,2DN,2L662LB*DZܾ�\n | 2006-09-08 04:27:53 | null | uca-default-u-kn | page |
| 251.0 | Redirects_with_old_history | *,2L022DNFRP80*>FP*ܿ��� | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 251.0 | Unprintworthy_redirects | *,2L022DNFRP80*>FP*ܿ��� | 2006-09-08 04:28:17 | null | uca-default-u-kn | page |
| 254.0 | Redirects_with_old_history | *LP8RL>F2NP@2L��� | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 254.0 | Unprintworthy_redirects | *LP8RL>F2NP@2L��� | 2006-09-08 05:20:29 | null | uca-default-u-kn | page |
| 255.0 | Redirects_with_old_history | *ZDL*D0��� | 2007-04-19 22:12:51 | null | uca-default-u-kn | page |
| 255.0 | Unprintworthy_redirects | *ZDL*D0��� | 2006-09-08 04:11:59 | null | uca-default-u-kn | page |
| 256.0 | Redirects_with_old_history | *@2X*D02LP826L2*Pܾ��� | 2008-08-29 05:12:34 | null | uca-default-u-kn | page |
| 256.0 | Unprintworthy_redirects | *@2X*D02LP826L2*Pܾ��� | 2008-08-29 05:12:34 | null | uca-default-u-kn | page |
| 258.0 | Redirects_with_old_history | *D.8FL*62*@*N>*ܾ� | 2007-09-28 08:04:40 | null | uca-default-u-kn | page |
| 258.0 | Unprintworthy_redirects | *D.8FL*62*@*N>*ܾ� | 2007-09-28 08:04:40 | null | uca-default-u-kn | page |
| 259.0 | Redirects_with_old_history | *L6RB2DP4FLBNܿ� | 2007-09-28 08:04:52 | null | uca-default-u-kn | page |
| 259.0 | Unprintworthy_redirects | *L6RB2DP4FLBNܿ� | 2007-09-28 08:04:52 | null | uca-default-u-kn | page |
| 260.0 | Redirects_with_old_history | *L6RB2DPN4FLP822X:NP2D.2F46F0!ܾ����ܾ��� | 2008-08-29 05:12:40 | null | uca-default-u-kn | page |
| 260.0 | Unprintworthy_redirects | *L6RB2DPN4FLP822X:NP2D.2F46F0!ܾ����ܾ��� | 2008-08-29 05:12:40 | null | uca-default-u-kn | page |
| 263.0 | Redirects_with_old_history | *D*L.8Z��� | 2014-10-15 09:05:32 | null | uca-default-u-kn | page |
| 263.0 | Unprintworthy_redirects | *D*L.8Z��� | 2010-05-30 18:53:52 | null | uca-default-u-kn | page |
| 264.0 | Redirects_with_old_history | *N.::*LP��� | 2007-09-28 08:05:33 | null | uca-default-u-kn | page |
| 264.0 | Unprintworthy_redirects | *N.::*LP��� | 2007-09-28 08:05:33 | null | uca-default-u-kn | page |
| 269.0 | Redirects_with_old_history | *.*02BZ*V*L0N��� | 2007-09-28 08:07:26 | null | uca-default-u-kn | page |
| 269.0 | Unprintworthy_redirects | *.*02BZ*V*L0N��� | 2007-09-28 08:07:26 | null | uca-default-u-kn | page |
| 270.0 | Redirects_with_old_history | *.*02BZ*V*L0N\n�,2NPH:.PRL2�������\n | 2007-09-28 08:07:50 | null | uca-default-u-kn | page |
| 270.0 | Unprintworthy_redirects | *.*02BZ*V*L0N\n�,2NPH:.PRL2�������\n | 2007-09-28 08:07:50 | null | uca-default-u-kn | page |
| 271.0 | Redirects_with_old_history | *RNPL:*@*D6R*62��� | 2007-08-21 23:39:23 | null | uca-default-u-kn | page |
| 271.0 | Unprintworthy_redirects | *RNPL:*@*D6R*62��� | 2007-08-21 23:39:23 | null | uca-default-u-kn | page |
| 272.0 | Redirects_with_old_history | *.*02B:.2@:P:NBܿ�\n | 2007-09-28 08:08:12 | null | uca-default-u-kn | page |
| 272.0 | Unprintworthy_redirects | *.*02B:.2@:P:NBܿ�\n | 2007-09-28 08:08:12 | null | uca-default-u-kn | page |
| 274.0 | Redirects_with_old_history | *X:FBF4.8F:.2����� | 2007-09-28 08:09:22 | null | uca-default-u-kn | page |
| 274.0 | Unprintworthy_redirects | *X:FBF4.8F:.2����� | 2007-09-28 08:09:22 | null | uca-default-u-kn | page |
| 276.0 | Redirects_with_old_history | *B2L:.*D4FFP,*@@ܿ� | 2007-09-28 08:09:32 | null | uca-default-u-kn | page |
| 276.0 | Unprintworthy_redirects | *B2L:.*D4FFP,*@@ܿ� | 2007-09-28 08:09:32 | null | uca-default-u-kn | page |
| 278.0 | Avoided_double_redirects | *B2L:.*��� | 2020-12-04 18:10:23 | null | uca-default-u-kn | page |
| 278.0 | Redirects_from_miscapitalisations | *B2L:.*��� | 2020-07-20 02:22:13 | null | uca-default-u-kn | page |
| 278.0 | Redirects_with_history | *B2L:.*��� | 2020-08-04 04:05:54 | null | uca-default-u-kn | page |
| 278.0 | Redirects_with_old_history | *B2L:.*��� | 2020-08-04 04:05:54 | null | uca-default-u-kn | page |
| 278.0 | Unprintworthy_redirects | *B2L:.*��� | 2017-09-27 22:16:34 | null | uca-default-u-kn | page |
| 279.0 | Redirects_with_old_history | *DD*>FRLD:>FT*���\r | 2007-04-19 22:12:52 | null | uca-default-u-kn | page |
| 279.0 | Unprintworthy_redirects | *DD*>FRLD:>FT*���\r | 2006-08-13 17:44:52 | null | uca-default-u-kn | page |
| 280.0 | Redirects_with_old_history | *D0FLL*��� | 2007-04-19 22:12:52 | null | uca-default-u-kn | page |
| 280.0 | Unprintworthy_redirects | *D0FLL*��� | 2007-02-02 17:35:02 | null | uca-default-u-kn | page |
| 287.0 | Redirects_with_old_history | *RNPLF*N:*P:.@*D6R*62N\Z����� | 2007-09-28 08:09:54 | null | uca-default-u-kn | page |
| 287.0 | Unprintworthy_redirects | *RNPLF*N:*P:.@*D6R*62N\Z����� | 2007-09-28 08:09:54 | null | uca-default-u-kn | page |
| 289.0 | Redirects_from_miscapitalisations | *.PL2NN2N\rܿ� | 2019-07-23 13:13:34 | null | uca-default-u-kn | page |
| 289.0 | Unprintworthy_redirects | *.PL2NN2N\rܿ� | 2006-12-04 05:14:47 | null | uca-default-u-kn | page |
| 290.0 | Articles_with_J9U_identifiers | *� | 2022-08-10 05:52:00 | null | uca-default-u-kn | page |
| 290.0 | Articles_with_LCCN_identifiers | *� | 2022-08-10 05:52:00 | null | uca-default-u-kn | page |
| 290.0 | Articles_with_hAudio_microformats | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Articles_with_short_description | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | CS1:_long_volume_value | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | CS1_French-language_sources_(fr) | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | CS1_Portuguese-language_sources_(pt) | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Commons_link_from_Wikidata | *� | 2022-08-10 05:52:00 | null | uca-default-u-kn | page |
| 290.0 | ISO_basic_Latin_letters | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Short_description_is_different_from_Wikidata | *� | 2022-10-12 06:10:54 | null | uca-default-u-kn | page |
| 290.0 | Use_dmy_dates_from_November_2019 | *� | 2022-08-18 18:31:53 | null | uca-default-u-kn | page |
| 290.0 | Vowel_letters | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_a_citation_from_Collier's_Encyclopedia | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_a_citation_from_The_American_Cyclopaedia | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_a_citation_from_The_American_Cyclopaedia_with_a_Wikisource_reference | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_a_citation_from_the_1911_Encyclopaedia_Britannica_with_Wikisource_reference | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_citation_to_the_NSRW | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_articles_incorporating_citation_to_the_NSRW_with_an_wstitle_parameter | *� | 2022-08-09 21:12:32 | null | uca-default-u-kn | page |
| 290.0 | Wikipedia_semi-protected_pages | **��� | 2022-08-29 17:40:18 | A | uca-default-u-kn | page |
| 291.0 | Redirects_with_old_history | *D*L.8F.*H:P*@:NB���\r | 2007-09-28 08:10:06 | null | uca-default-u-kn | page |
| 291.0 | Unprintworthy_redirects | *D*L.8F.*H:P*@:NB���\r | 2007-09-28 08:10:06 | null | uca-default-u-kn | page |
| 293.0 | Redirects_with_old_history | *D*L.8F.*H:P*@:NPN��� | 2007-09-28 08:10:15 | null | uca-default-u-kn | page |
| 293.0 | Unprintworthy_redirects | *D*L.8F.*H:P*@:NPN��� | 2007-09-28 08:10:15 | null | uca-default-u-kn | page |
| 296.0 | Redirects_with_old_history | *.PL2NN2NNܾ� | 2007-04-19 22:12:52 | null | uca-default-u-kn | page |
| 296.0 | Unprintworthy_redirects | *.PL2NN2NNܾ� | 2006-12-04 05:14:47 | null | uca-default-u-kn | page |
| 299.0 | Redirects_with_old_history | *D*B2L:.*D:DH*L:N��ܿ��� | 2007-09-28 08:11:32 | null | uca-default-u-kn | page |
| 299.0 | Unprintworthy_redirects | *D*B2L:.*D:DH*L:N��ܿ��� | 2007-09-28 08:11:32 | null | uca-default-u-kn | page |
| 301.0 | Redirects_with_old_history | *RPFBFLH8:NB��� | 2007-09-28 08:11:44 | null | uca-default-u-kn | page |
| 301.0 | Unprintworthy_redirects | *RPFBFLH8:NB��� | 2007-09-28 08:11:44 | null | uca-default-u-kn | page |
| 302.0 | Redirects_with_old_history | *.P:FD4:@B��� | 2007-09-28 08:11:53 | null | uca-default-u-kn | page |
| 302.0 | Unprintworthy_redirects | *.P:FD4:@B��� | 2007-09-28 08:11:53 | null | uca-default-u-kn | page |
| 303.0 | 1819_establishments_in_the_United_States | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Alabama | *@*,*B*\r��\n | 2021-09-04 12:52:01 | uca-default-u-kn | page | |
| 303.0 | All_articles_containing_potentially_dated_statements | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | All_articles_to_be_expanded | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | All_articles_with_unsourced_statements | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_Alabama-language_text | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_Choctaw-language_text | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_French-language_text | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_Latin-language_text | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_Spanish-language_text | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_potentially_dated_statements_from_2010 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_potentially_dated_statements_from_2011 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_potentially_dated_statements_from_2015 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_potentially_dated_statements_from_2018 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_containing_potentially_dated_statements_from_May_2021 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_to_be_expanded_from_March_2017 | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_using_small_message_boxes | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_BNE_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_BNF_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_Curlie_links | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_GND_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_ISNI_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_J9U_identifiers | *@*,*B*�\n | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_LCCN_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_MusicBrainz_area_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_NARA_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_NDL_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_NKC_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_NLA_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_SELIBR_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_SNAC-ID_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_SUDOC_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_VIAF_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_WORLDCATID_identifiers | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_short_description | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_December_2014 | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_January_2021 | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_March_2017 | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_March_2022 | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_May_2022 | *@*,*B*�\n | 2022-05-13 04:39:58 | null | uca-default-u-kn | page |
| 303.0 | Articles_with_unsourced_statements_from_October_2022 | *@*,*B*�\n | 2022-10-27 17:13:52 | null | uca-default-u-kn | page |
| 303.0 | CS1_maint:_others | *@*,*B*�\n | 2022-08-01 14:17:51 | null | uca-default-u-kn | page |
| 303.0 | Contiguous_United_States | *@*,*B*�\n | 2021-11-13 10:46:22 | null | uca-default-u-kn | page |
| 303.0 | Coordinates_on_Wikidata | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Pages_using_Sister_project_links_with_default_search | T*@*,*B*\r��\n | 2021-10-27 22:26:43 | v | uca-default-u-kn | page |
| 303.0 | Pages_using_Sister_project_links_with_hidden_wikidata | TFZ*@*,*B*��\n | 2021-10-27 22:26:43 | voy | uca-default-u-kn | page |
| 303.0 | Pages_using_infobox_settlement_with_no_coordinates | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Pages_using_infobox_settlement_with_possible_motto_list | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Pages_using_infobox_settlement_with_possible_nickname_list | *@*,*B*�\n | 2022-01-15 19:13:24 | null | uca-default-u-kn | page |
| 303.0 | Pages_using_the_Kartographer_extension | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Pages_with_non-numeric_formatnum_arguments | *@*,*B*�\n | 2021-10-27 22:26:43 | null | uca-default-u-kn | page |
| 303.0 | Short_description_is_different_from_Wikidata | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Southern_United_States | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | States_and_territories_established_in_1819 | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | States_of_the_Confederate_States_of_America | *@*,*B*�\n | 2022-07-08 06:25:28 | null | uca-default-u-kn | page |
| 303.0 | States_of_the_Gulf_Coast_of_the_United_States | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | States_of_the_United_States | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | U.S._states_with_multiple_time_zones | *@*,*B*�\n | 2021-09-04 12:52:01 | null | uca-default-u-kn | page |
| 303.0 | Use_mdy_dates_from_September_2020 | *@*,*B*�\n | 2021-10-27 22:29:52 | null | uca-default-u-kn | page |
| 303.0 | Webarchive_template_wayback_links | *@*,*B*�\n | 2019-02-23 11:38:32 | null | uca-default-u-kn | page |
| 303.0 | Wikipedia_indefinitely_move-protected_pages | *@*,*B**@*,*B*ܿ�\n | 2021-10-27 22:29:52 | Alabama | uca-default-u-kn | page |
| 303.0 | Wikipedia_indefinitely_semi-protected_pages | *@*,*B**@*,*B*ܿ�\n | 2022-03-17 02:53:24 | Alabama | uca-default-u-kn | page |
| 304.0 | Redirects_with_old_history | *4L:.*\n��� | 2008-08-29 05:09:56 | null | uca-default-u-kn | page |
| 304.0 | Unprintworthy_redirects | *4L:.*\n��� | 2008-08-29 05:09:56 | null | uca-default-u-kn | page |
| 305.0 | Achaean_Leaders | *.8:@@2N*.8:@@2Nܾ� | 2019-04-07 03:47:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Achilles | *.8:@@2N�� | 2020-05-29 23:05:29 | uca-default-u-kn | page | |
| 305.0 | Articles_containing_Ancient_Greek_(to_1453)-language_text | *.8:@@2N*.8:@@2Nܾ� | 2020-09-30 11:04:38 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_containing_Greek-language_text | *.8:@@2N*.8:@@2Nܾ� | 2020-12-18 02:28:59 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_containing_Latin-language_text | *.8:@@2N*.8:@@2Nܾ� | 2020-12-18 02:28:59 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_containing_Russian-language_text | *.8:@@2N*.8:@@2Nܾ� | 2022-01-29 21:27:39 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_FAST_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_GND_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_German-language_sources_(de) | *.8:@@2N*.8:@@2Nܾ� | 2022-06-01 17:28:40 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_J9U_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2022-09-06 04:08:21 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_LCCN_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_NKC_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_SUDOC_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_VIAF_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_WORLDCATID_identifiers | *.8:@@2N*.8:@@2Nܾ� | 2021-08-29 20:33:31 | Achilles | uca-default-u-kn | page |
| 305.0 | Articles_with_short_description | *.8:@@2N*.8:@@2Nܾ� | 2019-05-10 17:55:06 | Achilles | uca-default-u-kn | page |
| 305.0 | Commons_category_link_is_on_Wikidata | *.8:@@2N*.8:@@2Nܾ� | 2018-11-21 19:19:05 | Achilles | uca-default-u-kn | page |
| 305.0 | Deeds_of_Apollo | *.8:@@2N*.8:@@2Nܾ� | 2021-05-28 23:39:08 | Achilles | uca-default-u-kn | page |
| 305.0 | Demigods_in_classical_mythology | *.8:@@2N*.8:@@2Nܾ� | 2021-01-26 08:20:23 | Achilles | uca-default-u-kn | page |
| 305.0 | Fictional_LGBT_characters_in_literature | *.8:@@2N*.8:@@2Nܾ� | 2022-08-28 23:23:18 | Achilles | uca-default-u-kn | page |
| 305.0 | Greek_mythological_heroes | *.8:@@2N*.8:@@2Nܾ� | 2019-05-06 13:33:20 | Achilles | uca-default-u-kn | page |
| 305.0 | Kings_of_the_Myrmidons | *.8:@@2N*.8:@@2Nܾ� | 2018-06-06 01:59:42 | Achilles | uca-default-u-kn | page |
| 305.0 | LGBT_themes_in_Greek_mythology | *.8:@@2N*.8:@@2Nܾ� | 2021-02-22 20:24:32 | Achilles | uca-default-u-kn | page |
| 305.0 | Medea | *.8:@@2N*.8:@@2Nܾ� | 2021-11-28 16:14:46 | Achilles | uca-default-u-kn | page |
| 305.0 | Metamorphoses_characters | *.8:@@2N*.8:@@2Nܾ� | 2021-01-14 20:02:01 | Achilles | uca-default-u-kn | page |
| 305.0 | Mythological_rapists | *.8:@@2N*.8:@@2Nܾ� | 2020-11-10 11:22:14 | Achilles | uca-default-u-kn | page |
| 305.0 | Short_description_matches_Wikidata | *.8:@@2N*.8:@@2Nܾ� | 2020-08-16 17:27:37 | Achilles | uca-default-u-kn | page |
| 305.0 | Source_attribution | *.8:@@2N� | 2021-10-12 14:56:03 | null | uca-default-u-kn | page |
| 305.0 | Thessalians_in_the_Trojan_War | *.8:@@2N*.8:@@2Nܾ� | 2018-06-06 01:59:42 | Achilles | uca-default-u-kn | page |
| 305.0 | Use_dmy_dates_from_April_2020 | *.8:@@2N*.8:@@2Nܾ� | 2020-04-26 15:48:17 | Achilles | uca-default-u-kn | page |
| 305.0 | Webarchive_template_wayback_links | *.8:@@2N� | 2018-06-06 01:59:42 | null | uca-default-u-kn | page |
| 306.0 | Redirects_with_old_history | *HH@:20NP*P:NP:.N���\r | 2007-09-28 08:12:23 | null | uca-default-u-kn | page |
| 306.0 | Unprintworthy_redirects | *HH@:20NP*P:NP:.N���\r | 2007-09-28 08:12:23 | null | uca-default-u-kn | page |
| 307.0 | 1809_births | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | 1865_deaths | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | 1865_murders_in_the_United_States | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-08-31 12:23:38 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | 19th-century_American_politicians | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | 19th-century_presidents_of_the_United_States | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-04-14 04:43:19 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | AC_with_37_elements | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-02-21 19:07:43 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Abraham_Lincoln | *,L*8*B@:D.F@D�ܿ�\n | 2016-01-29 11:54:22 | uca-default-u-kn | page | |
| 307.0 | All_Wikipedia_articles_written_in_American_English | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-09-18 18:53:36 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_abolitionists | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-10-12 12:05:55 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_colonization_movement | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2018-12-08 15:18:51 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_lawyers_admitted_to_the_practice_of_law_by_reading_law | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2017-07-15 19:35:02 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_military_personnel_of_the_Indian_Wars | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-04-09 10:49:51 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_militia_officers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-04-09 10:53:02 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_nationalists | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2020-12-19 06:15:56 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_people_of_English_descent | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_political_party_founders | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-05-16 17:00:10 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | American_surveyors | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-09-08 18:06:18 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_BIBSYS_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_BNC_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_BNE_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_BNF_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_BPN_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_CANTICN_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-03-09 13:28:31 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_CINII_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_DTBIO_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-02-21 19:07:43 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_FAST_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_GND_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_ISNI_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_Internet_Archive_links | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-07-19 23:13:45 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_J9U_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-02-21 19:07:43 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_KULTURNAV_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_LCCN_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_LNB_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_LibriVox_links | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-07-19 23:13:45 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_MusicBrainz_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NARA_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NCL_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NDL_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NKC_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NLA_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NLG_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NLK_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NSK_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_NTA_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_PLWABN_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_Project_Gutenberg_links | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-02-16 17:55:37 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_RERO_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_RSL_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_SELIBR_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_SNAC-ID_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_SUDOC_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_Trove_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_ULAN_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_USCongress_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_VIAF_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_VcBA_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_WORLDCATID_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_multiple_identifiers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-29 20:33:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Articles_with_short_description | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-09-18 18:53:36 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Assassinated_heads_of_state | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-04-29 20:15:13 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Assassinated_presidents_of_the_United_States | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-04-14 04:36:19 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Burials_at_Oak_Ridge_Cemetery | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | CS1:_Julian–Gregorian_uncertainty | *,L*8*B@:D.F@Dܿ�\n | 2022-08-01 13:53:30 | null | uca-default-u-kn | page |
| 307.0 | CS1_maint:_url-status | *,L*8*B@:D.F@Dܿ�\n | 2022-08-01 13:53:30 | null | uca-default-u-kn | page |
| 307.0 | Candidates_in_the_1860_United_States_presidential_election | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-07-11 08:52:43 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Candidates_in_the_1864_United_States_presidential_election | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2019-07-11 08:53:01 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Good_articles | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-12-31 14:29:27 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Hall_of_Fame_for_Great_Americans_inductees | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Illinois_Central_Railroad_people | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2017-05-25 01:12:25 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Illinois_Republicans | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Illinois_lawyers | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Illinois_postmasters | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-08 23:01:55 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Lincoln_family | *,L*8*B*,L*8*B@:D.F@Dܿܿ�\n | 2016-01-29 11:54:22 | Abraham | uca-default-u-kn | page |
| 307.0 | Male_murder_victims | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-07-08 03:56:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Members_of_the_Illinois_House_of_Representatives | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Pages_using_Sister_project_links_with_hidden_wikidata | 0*,L*8*B@:D.F@D�ܿ�\n | 2020-12-28 20:00:04 | d | uca-default-u-kn | page |
| 307.0 | Pages_using_multiple_image_with_auto_scaled_images | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2020-09-28 05:56:06 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_associated_with_the_assassination_of_Abraham_Lincoln | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-08-21 00:38:15 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_from_Coles_County,_Illinois | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_from_LaRue_County,_Kentucky | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_from_Macon_County,_Illinois | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_from_Spencer_County,_Indiana | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_murdered_in_Washington,_D.C. | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_of_Illinois_in_the_American_Civil_War | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | People_with_mood_disorders | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Politicians_from_Springfield,_Illinois | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Presidents_of_the_United_States | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Republican_Party_(United_States)_presidential_nominees | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2016-01-29 11:54:22 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Republican_Party_presidents_of_the_United_States | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-04-14 04:53:44 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Short_description_matches_Wikidata | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-10-08 15:51:33 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Union_(American_Civil_War)_political_leaders | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-08-04 08:30:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Use_American_English_from_July_2020 | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-12-31 14:29:27 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Use_mdy_dates_from_May_2022 | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-05-30 06:21:56 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Webarchive_template_wayback_links | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2021-08-24 02:21:04 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Whig_Party_members_of_the_United_States_House_of_Representatives_from_Illinois | @:D.F@D*,L*8*B*,L*8*B@:D.F@D$ܾܿܿ�\n | 2022-07-11 00:50:32 | Lincoln, Abraham | uca-default-u-kn | page |
| 307.0 | Wikipedia_indefinitely_move-protected_pages | *,L*8*B@:D.F@D*,L*8*B@:D.F@D#ܿܿܿ�\n | 2021-08-20 09:16:21 | Abraham Lincoln | uca-default-u-kn | page |
| 307.0 | Wikipedia_indefinitely_semi-protected_pages | *,L*8*B@:D.F@D*,L*8*B@:D.F@D#ܿܿܿ�\n | 2021-12-31 14:29:27 | Abraham Lincoln | uca-default-u-kn | page |
| 308.0 | 322_BC_deaths | *L:NPFP@2\r� | 2016-05-10 21:34:57 | null | uca-default-u-kn | page |
| 308.0 | 384_BC_births | *L:NPFP@2\r� | 2016-05-10 21:34:57 | null | uca-default-u-kn | page |
| 308.0 | 4th-century_BC_mathematicians | *L:NPFP@2\r� | 2021-04-22 01:11:56 | null | uca-default-u-kn | page |
| 308.0 | 4th-century_BC_philosophers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | 4th-century_BC_writers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | AC_with_38_elements | *L:NPFP@2\r� | 2022-04-06 12:22:19 | null | uca-default-u-kn | page |
| 308.0 | Academic_philosophers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Acting_theorists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_biologists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_cosmologists | *L:NPFP@2\r� | 2021-06-28 09:26:38 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_economists | *L:NPFP@2\r� | 2020-02-23 15:44:10 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_epistemologists | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_ethicists | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_logicians | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_mathematicians | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_metaphilosophers | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_metaphysicians | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_philosophers | *L:NPFP@2\r� | 2020-02-26 05:38:55 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_philosophers_of_art | *L:NPFP@2\r� | 2021-12-15 11:30:58 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_philosophers_of_language | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_philosophers_of_mind | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_physicists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_political_philosophers | *L:NPFP@2\r� | 2016-12-14 22:12:57 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Greek_political_refugees | *L:NPFP@2\r� | 2022-08-11 11:20:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_Stagirites | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ancient_literary_critics | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Aphorists | *L:NPFP@2\r� | 2019-12-19 12:05:06 | null | uca-default-u-kn | page |
| 308.0 | Aristotelian_philosophers | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Aristotelianism | \n�*L:NPFP@2�� | 2019-12-19 12:05:06 | * | uca-default-u-kn | page |
| 308.0 | Aristotle | *L:NPFP@2�� | 2020-05-29 20:29:22 | uca-default-u-kn | page | |
| 308.0 | Articles_containing_Ancient_Greek_(to_1453)-language_text | *L:NPFP@2\r� | 2020-09-30 11:04:38 | null | uca-default-u-kn | page |
| 308.0 | Articles_incorporating_a_citation_from_the_1913_Catholic_Encyclopedia_with_Wikisource_reference | *L:NPFP@2\r� | 2016-05-22 19:47:12 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_BIBSYS_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_BNC_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_BNE_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_BNF_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_BNMM_identifiers | *L:NPFP@2\r� | 2022-04-06 12:22:19 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_CANTICN_identifiers | *L:NPFP@2\r� | 2022-03-09 13:28:31 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_CINII_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_DTBIO_identifiers | *L:NPFP@2\r� | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_FAST_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_French-language_sources_(fr) | *L:NPFP@2\r� | 2019-11-20 16:51:35 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_GND_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Greek-language_sources_(el) | *L:NPFP@2\r� | 2019-11-20 16:51:35 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_ICCU_identifiers | *L:NPFP@2\r� | 2022-02-21 02:24:33 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_ISNI_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Internet_Archive_links | *L:NPFP@2\r� | 2016-07-19 23:16:25 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Internet_Encyclopedia_of_Philosophy_links | *L:NPFP@2\r� | 2019-09-23 12:56:07 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_J9U_identifiers | *L:NPFP@2\r� | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_LCCN_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_LNB_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_LibriVox_links | *L:NPFP@2\r� | 2016-07-19 23:05:44 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_MATHSN_identifiers | *L:NPFP@2\r� | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_MusicBrainz_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NDL_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NKC_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NLA_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NLG_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NLK_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NSK_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_NTA_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Open_Library_links | *L:NPFP@2\r� | 2016-07-19 23:27:55 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_PLWABN_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Project_Gutenberg_links | *L:NPFP@2\r� | 2016-07-19 23:27:55 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_RERO_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_RISM_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_RSL_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_SELIBR_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_SNAC-ID_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_SUDOC_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_TDVİA_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_Trove_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_ULAN_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_VIAF_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_VcBA_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_WORLDCATID_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_ZBMATH_identifiers | *L:NPFP@2\r� | 2022-02-21 19:07:42 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_hCards | *L:NPFP@2\r� | 2019-12-04 12:37:58 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_multiple_identifiers | *L:NPFP@2\r� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 308.0 | Articles_with_short_description | *L:NPFP@2\r� | 2019-12-04 12:37:58 | null | uca-default-u-kn | page |
| 308.0 | Attic_Greek_writers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | CS1:_long_volume_value | *L:NPFP@2\r� | 2019-01-19 11:24:39 | null | uca-default-u-kn | page |
| 308.0 | CS1_French-language_sources_(fr) | *L:NPFP@2\r� | 2018-05-12 08:55:24 | null | uca-default-u-kn | page |
| 308.0 | Critical_thinking | *L:NPFP@2\r� | 2019-04-09 21:07:39 | null | uca-default-u-kn | page |
| 308.0 | Cultural_critics | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Founders_of_philosophical_traditions | *L:NPFP@2\r� | 2019-06-20 10:29:04 | null | uca-default-u-kn | page |
| 308.0 | Good_articles | *L:NPFP@2\r� | 2019-12-04 12:37:58 | null | uca-default-u-kn | page |
| 308.0 | Greek_geologists | *L:NPFP@2\r� | 2021-11-18 22:59:06 | null | uca-default-u-kn | page |
| 308.0 | Greek_male_writers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Greek_meteorologists | *L:NPFP@2\r� | 2016-04-28 04:27:07 | null | uca-default-u-kn | page |
| 308.0 | Greek_social_commentators | *L:NPFP@2\r� | 2021-09-08 22:12:40 | null | uca-default-u-kn | page |
| 308.0 | Humor_researchers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Irony_theorists | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Metic_philosophers_in_Classical_Athens | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Moral_philosophers | *L:NPFP@2\r� | 2018-12-30 16:12:40 | null | uca-default-u-kn | page |
| 308.0 | Natural_philosophers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Ontologists | *L:NPFP@2\r� | 2019-12-19 12:05:06 | null | uca-default-u-kn | page |
| 308.0 | Open_Library_ID_different_from_Wikidata | *L:NPFP@2\r� | 2016-09-25 01:26:30 | null | uca-default-u-kn | page |
| 308.0 | Pages_using_Sister_project_links_with_default_search | T*L:NPFP@2�� | 2020-12-25 13:16:35 | v | uca-default-u-kn | page |
| 308.0 | Pages_using_Sister_project_links_with_hidden_wikidata | N*L:NPFP@2�� | 2020-12-25 13:16:35 | s | uca-default-u-kn | page |
| 308.0 | Peripatetic_philosophers | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_and_tutors_of_Alexander_the_Great | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_ancient_Chalcidice | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_culture | *L:NPFP@2\r� | 2018-12-30 16:12:40 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_education | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_ethics_and_morality | *L:NPFP@2\r� | 2018-12-30 16:12:40 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_history | *L:NPFP@2\r� | 2019-12-19 12:05:06 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_law | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_literature | *L:NPFP@2\r� | 2018-12-30 16:12:40 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_logic | *L:NPFP@2\r� | 2019-01-06 13:16:32 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_love | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_psychology | *L:NPFP@2\r� | 2020-04-17 11:28:45 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_science | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_sexuality | *L:NPFP@2\r� | 2020-04-17 11:29:35 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_technology | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Philosophers_of_time | *L:NPFP@2\r� | 2021-11-18 11:06:31 | null | uca-default-u-kn | page |
| 308.0 | Philosophical_logic | *L:NPFP@2\r� | 2018-12-30 16:12:40 | null | uca-default-u-kn | page |
| 308.0 | Philosophical_theists | *L:NPFP@2\r� | 2020-05-10 19:25:09 | null | uca-default-u-kn | page |
| 308.0 | Philosophy_academics | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Philosophy_writers | *L:NPFP@2\r� | 2019-01-06 13:16:32 | null | uca-default-u-kn | page |
| 308.0 | Rhetoric_theorists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Short_description_matches_Wikidata | *L:NPFP@2\r� | 2022-05-11 13:07:01 | null | uca-default-u-kn | page |
| 308.0 | Social_critics | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Social_philosophers | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Students_of_Plato | *L:NPFP@2\r� | 2021-04-09 21:15:43 | null | uca-default-u-kn | page |
| 308.0 | Trope_theorists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Use_Oxford_spelling_from_March_2020 | *L:NPFP@2\r� | 2020-03-09 20:19:40 | null | uca-default-u-kn | page |
| 308.0 | Use_dmy_dates_from_March_2022 | *L:NPFP@2\r� | 2022-03-08 15:49:17 | null | uca-default-u-kn | page |
| 308.0 | Virtue_ethicists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 308.0 | Virtue_ethics | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Webarchive_template_wayback_links | *L:NPFP@2\r� | 2020-03-09 20:22:14 | null | uca-default-u-kn | page |
| 308.0 | Western_culture | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Western_philosophy | *L:NPFP@2\r� | 2019-01-06 15:05:34 | null | uca-default-u-kn | page |
| 308.0 | Wikipedia_articles_incorporating_the_template_Lives_of_the_Eminent_Philosophers | *L:NPFP@2\r� | 2016-05-22 19:47:12 | null | uca-default-u-kn | page |
| 308.0 | Wikipedia_indefinitely_semi-protected_pages | *L:NPFP@2*L:NPFP@2ܽ� | 2019-12-04 12:37:58 | Aristotle | uca-default-u-kn | page |
| 308.0 | Zoologists | *L:NPFP@2\r� | 2015-09-22 14:47:02 | null | uca-default-u-kn | page |
| 309.0 | 1928_compositions | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2010-11-30 01:47:46 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | All_articles_needing_additional_references | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 23:15:12 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | All_articles_with_specifically_marked_weasel-worded_phrases | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 23:24:08 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | All_articles_with_unsourced_statements | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2018-12-11 19:01:21 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_needing_additional_references_from_July_2021 | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 23:15:12 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_GND_identifiers | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-08-29 20:33:32 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_International_Music_Score_Library_Project_links | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2016-07-10 05:19:59 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_J9U_identifiers | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2022-02-21 19:07:45 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_LCCN_identifiers | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-08-29 20:33:32 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_MusicBrainz_work_identifiers | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-08-29 20:33:32 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_VIAF_identifiers | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-08-29 20:33:32 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_short_description | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2020-05-08 23:09:25 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_specifically_marked_weasel-worded_phrases_from_July_2021 | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 23:24:08 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_unsourced_quotes | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 00:27:53 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_unsourced_statements_from_December_2018 | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2022-05-13 04:12:36 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Articles_with_unsourced_statements_from_July_2021 | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2021-07-17 20:41:53 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Commons_category_link_is_on_Wikidata | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2019-07-27 05:03:52 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Compositions_by_George_Gershwin | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2010-11-30 01:47:46 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Grammy_Hall_of_Fame_Award_recipients | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2010-11-30 01:47:46 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Music_about_Paris | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2012-05-16 20:30:43 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Music_commissioned_by_the_New_York_Philharmonic | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2016-04-24 00:23:45 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Pages_using_multiple_image_with_auto_scaled_images | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2020-11-13 23:28:58 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Pages_using_the_Score_extension | *D*B2L:.*D:DH*L:N��ܻ� | 2022-04-25 17:11:25 | null | uca-default-u-kn | page |
| 309.0 | Short_description_matches_Wikidata | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2020-08-16 17:27:37 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Symphonic_poems | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2010-11-30 01:47:46 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Use_mdy_dates_from_December_2018 | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2018-12-12 11:11:39 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Webarchive_template_other_archives | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2018-05-29 04:38:42 | American In Paris, An | uca-default-u-kn | page |
| 309.0 | Wikipedia_articles_needing_page_number_citations_from_December_2019 | *D*B2L:.*D:DH*L:N��ܻ� | 2019-12-10 23:55:59 | null | uca-default-u-kn | page |
| 309.0 | Works_with_IMSLP_links | *B2L:.*D:DH*L:N*D*D*B2L:.*D:DH*L:N%\rܾ��������ܻ� | 2016-12-04 15:03:24 | American In Paris, An | uca-default-u-kn | page |
| 316.0 | Academy_Awards | ,2NPHLF0R.P:FD02N:6D*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%\"��ܼ��ܿܽ��ܼ� | 2018-04-13 18:50:24 | Best Production Design | uca-default-u-kn | page |
| 316.0 | Articles_with_short_description | *.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%%ܿܽ��ܼ��ܿܽ��ܼ� | 2022-03-12 18:42:42 | Academy Award for Best Production Design | uca-default-u-kn | page |
| 316.0 | Awards_for_best_art_direction | *.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%%ܿܽ��ܼ��ܿܽ��ܼ� | 2018-04-13 18:50:24 | Academy Award for Best Production Design | uca-default-u-kn | page |
| 316.0 | Best_Art_Direction_Academy_Award_winners | \n�*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%\r�ܿܽ��ܼ� | 2009-06-18 07:04:03 | * | uca-default-u-kn | page |
| 316.0 | Short_description_matches_Wikidata | *.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%%ܿܽ��ܼ��ܿܽ��ܼ� | 2022-03-12 18:42:42 | Academy Award for Best Production Design | uca-default-u-kn | page |
| 316.0 | Use_mdy_dates_from_June_2013 | *.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D*.*02BZ*V*L04FL,2NPHLF0R.P:FD02N:6D%%ܿܽ��ܼ��ܿܽ��ܼ� | 2018-04-13 18:50:24 | Academy Award for Best Production Design | uca-default-u-kn | page |
| 324.0 | 1929_establishments_in_California | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | Academy_Awards | *.*02BZ*V*L0N�ܿ� | 2020-02-27 22:42:03 | uca-default-u-kn | page | |
| 324.0 | All_Wikipedia_articles_written_in_American_English | *.*02BZ*V*L0Nܿ� | 2020-10-30 19:02:06 | null | uca-default-u-kn | page |
| 324.0 | All_Wikipedia_neutral_point_of_view_disputes | *.*02BZ*V*L0Nܿ� | 2022-01-20 21:29:25 | null | uca-default-u-kn | page |
| 324.0 | All_articles_containing_potentially_dated_statements | *.*02BZ*V*L0Nܿ� | 2018-11-14 14:32:24 | null | uca-default-u-kn | page |
| 324.0 | All_articles_needing_additional_references | *.*02BZ*V*L0Nܿ� | 2021-03-04 07:56:59 | null | uca-default-u-kn | page |
| 324.0 | All_articles_that_may_have_off-topic_sections | *.*02BZ*V*L0Nܿ� | 2022-10-08 04:34:48 | null | uca-default-u-kn | page |
| 324.0 | All_articles_with_dead_external_links | *.*02BZ*V*L0Nܿ� | 2022-03-09 01:18:45 | null | uca-default-u-kn | page |
| 324.0 | All_articles_with_unsourced_statements | *.*02BZ*V*L0Nܿ� | 2022-10-19 20:03:01 | null | uca-default-u-kn | page |
| 324.0 | American_annual_television_specials | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | American_film_awards | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | American_live_television_shows | *.*02BZ*V*L0Nܿ� | 2020-07-05 06:55:50 | null | uca-default-u-kn | page |
| 324.0 | Annual_events_in_Los_Angeles_County,_California | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | Articles_containing_potentially_dated_statements_from_2018 | *.*02BZ*V*L0Nܿ� | 2018-11-14 14:32:24 | null | uca-default-u-kn | page |
| 324.0 | Articles_needing_additional_references_from_March_2021 | *.*02BZ*V*L0Nܿ� | 2021-03-04 07:56:59 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_BNF_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_FAST_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_GND_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_J9U_identifiers | *.*02BZ*V*L0Nܿ� | 2022-02-21 19:07:46 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_LCCN_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_MusicBrainz_series_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_NARA_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_NDL_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_NKC_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_SUDOC_identifiers | *.*02BZ*V*L0Nܿ� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_dead_external_links_from_March_2022 | *.*02BZ*V*L0Nܿ� | 2022-03-09 01:18:45 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_multiple_identifiers | *.*02BZ*V*L0Nܿ� | 2022-05-16 14:46:33 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_permanently_dead_external_links | *.*02BZ*V*L0Nܿ� | 2022-03-09 01:18:45 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_short_description | *.*02BZ*V*L0Nܿ� | 2020-10-30 19:02:06 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_unsourced_statements_from_August_2022 | *.*02BZ*V*L0Nܿ� | 2022-10-19 20:03:01 | null | uca-default-u-kn | page |
| 324.0 | Articles_with_unsourced_statements_from_December_2021 | *.*02BZ*V*L0Nܿ� | 2022-10-19 20:03:01 | null | uca-default-u-kn | page |
| 324.0 | Awards_established_in_1929 | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | CS1_maint:_url-status | *.*02BZ*V*L0Nܿ� | 2022-08-01 14:03:42 | null | uca-default-u-kn | page |
| 324.0 | Cinema_of_Southern_California | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | Commons_category_link_from_Wikidata | *.*02BZ*V*L0Nܿ� | 2021-05-31 14:52:58 | null | uca-default-u-kn | page |
| 324.0 | Culture_of_Hollywood,_Los_Angeles | *.*02BZ*V*L0Nܿ� | 2022-07-23 22:01:15 | null | uca-default-u-kn | page |
| 324.0 | Events_in_Los_Angeles | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | Official_website_different_in_Wikidata_and_Wikipedia | *.*02BZ*V*L0Nܿ� | 2022-04-14 22:43:53 | null | uca-default-u-kn | page |
| 324.0 | Pages_using_the_EasyTimeline_extension | *.*02BZ*V*L0Nܿ� | 2020-09-19 08:36:46 | null | uca-default-u-kn | page |
| 324.0 | Performing_arts_trophies | *.*02BZ*V*L0Nܿ� | 2020-02-27 22:42:03 | null | uca-default-u-kn | page |
| 324.0 | Short_description_matches_Wikidata | *.*02BZ*V*L0Nܿ� | 2022-08-17 15:20:40 | null | uca-default-u-kn | page |
| 324.0 | Use_American_English_from_December_2019 | *.*02BZ*V*L0Nܿ� | 2020-10-30 19:02:06 | null | uca-default-u-kn | page |
| 324.0 | Use_mdy_dates_from_March_2020 | *.*02BZ*V*L0Nܿ� | 2020-10-30 19:02:06 | null | uca-default-u-kn | page |
| 324.0 | Wikipedia_articles_that_may_have_off-topic_sections_from_March_2022 | *.*02BZ*V*L0Nܿ� | 2022-10-08 04:34:48 | null | uca-default-u-kn | page |
| 324.0 | Wikipedia_indefinitely_move-protected_pages | *.*02BZ*V*L0N*.*02BZ*V*L0N!ܿ��ܿ� | 2020-10-30 19:02:06 | Academy Awards | uca-default-u-kn | page |
| 324.0 | Wikipedia_neutral_point_of_view_disputes_from_April_2016 | *.*02BZ*V*L0Nܿ� | 2022-01-20 21:29:25 | null | uca-default-u-kn | page |
| 325.0 | Redirects_from_other_capitalisations | *.P:FD4:@B��� | 2007-09-28 08:27:52 | null | uca-default-u-kn | page |
| 325.0 | Unprintworthy_redirects | *.P:FD4:@B��� | 2007-09-28 08:27:52 | null | uca-default-u-kn | page |
| 330.0 | 1990s_Spanish_films | *.PL:RN�\n | 2022-09-27 11:25:01 | null | uca-default-u-kn | page |
| 330.0 | 1997_drama_films | *.PL:RN�\n | 2020-05-08 13:29:47 | null | uca-default-u-kn | page |
| 330.0 | 1997_films | *.PL:RN�\n | 2015-12-22 01:14:18 | null | uca-default-u-kn | page |
| 330.0 | Articles_with_short_description | *.PL:RN�\n | 2021-05-15 21:34:34 | null | uca-default-u-kn | page |
| 330.0 | CS1_Spanish-language_sources_(es) | *.PL:RN�\n | 2022-08-01 14:06:03 | null | uca-default-u-kn | page |
| 330.0 | Catalan-language_films | *.PL:RN�\n | 2006-12-12 13:20:20 | null | uca-default-u-kn | page |
| 330.0 | Films_directed_by_Ventura_Pons | *.PL:RN�\n | 2009-05-23 10:26:56 | null | uca-default-u-kn | page |
| 330.0 | Films_set_in_Barcelona | *.PL:RN�\n | 2011-08-31 14:51:08 | null | uca-default-u-kn | page |
| 330.0 | IMDb_ID_same_as_Wikidata | *.PL:RN�\n | 2022-06-16 11:19:18 | null | uca-default-u-kn | page |
| 330.0 | Official_website_different_in_Wikidata_and_Wikipedia | *.PL:RN�\n | 2019-07-14 09:39:37 | null | uca-default-u-kn | page |
| 330.0 | Short_description_is_different_from_Wikidata | *.PL:RN�\n | 2021-05-15 21:34:34 | null | uca-default-u-kn | page |
| 330.0 | Spanish_drama_films | *.PL:RN�\n | 2020-05-08 13:29:47 | null | uca-default-u-kn | page |
| 330.0 | Template_film_date_with_1_release_date | *.PL:RN�\n | 2020-04-03 02:08:25 | null | uca-default-u-kn | page |
| 330.0 | Use_dmy_dates_from_March_2021 | *.PL:RN�\n | 2021-03-17 16:43:34 | null | uca-default-u-kn | page |
| 332.0 | 1986_children's_books | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2017-05-16 04:35:21 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Alphabet_books | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2016-08-14 01:21:33 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Articles_with_short_description | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2021-08-30 01:18:23 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Australian_children's_books | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2016-08-14 01:21:33 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Picture_books_by_Graeme_Base | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2016-08-14 01:21:33 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Puffin_Books_books | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2021-02-04 10:29:32 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Puzzle_books | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2016-08-14 01:21:33 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Short_description_matches_Wikidata | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2021-08-30 01:18:23 | Animalia (Book) | uca-default-u-kn | page |
| 332.0 | Use_dmy_dates_from_June_2013 | *D:B*@:* �,FF> �*D:B*@:* �,FF> �#ܽ��� | 2016-08-14 01:21:33 | Animalia (Book) | uca-default-u-kn | page |
| 334.0 | All_articles_containing_potentially_dated_statements | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-05-15 03:41:41 | null | uca-default-u-kn | page |
| 334.0 | Articles_containing_French-language_text | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-05-15 03:41:41 | null | uca-default-u-kn | page |
| 334.0 | Articles_containing_potentially_dated_statements_from_January_2017 | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-05-15 03:41:41 | null | uca-default-u-kn | page |
| 334.0 | Articles_with_EMU_identifiers | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 334.0 | Articles_with_short_description | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2019-06-06 18:45:30 | null | uca-default-u-kn | page |
| 334.0 | Short_description_is_different_from_Wikidata | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-10-02 15:33:24 | null | uca-default-u-kn | page |
| 334.0 | Time_scales | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2007-06-16 21:23:19 | null | uca-default-u-kn | page |
| 334.0 | Use_British_English_from_April_2020 | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2020-09-02 08:12:25 | null | uca-default-u-kn | page |
| 334.0 | Use_dmy_dates_from_August_2022 | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-08-02 00:55:23 | null | uca-default-u-kn | page |
| 334.0 | Wikipedia_articles_needing_clarification_from_April_2020 | :DP2LD*P:FD*@*PFB:.P:B2ܹ��� | 2022-05-15 03:41:41 | null | uca-default-u-kn | page |
| 336.0 | Altruism | *@PLR:NB�� | 2015-11-12 18:53:47 | uca-default-u-kn | page | |
| 336.0 | Articles_with_BNE_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_BNF_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_EMU_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_GND_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_J9U_identifiers | *@PLR:NB� | 2022-02-21 19:07:46 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_LCCN_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_NDL_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_NKC_identifiers | *@PLR:NB� | 2021-08-29 20:33:32 | null | uca-default-u-kn | page |
| 336.0 | Articles_with_short_description | *@PLR:NB� | 2019-08-08 21:07:19 | null | uca-default-u-kn | page |
| 336.0 | Auguste_Comte | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Commons_category_link_from_Wikidata | *@PLR:NB� | 2019-08-24 23:41:10 | null | uca-default-u-kn | page |
| 336.0 | Defence_mechanisms | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Interpersonal_relationships | *@PLR:NB� | 2016-09-04 06:07:48 | null | uca-default-u-kn | page |
| 336.0 | Moral_psychology | *@PLR:NB� | 2019-04-15 10:40:49 | null | uca-default-u-kn | page |
| 336.0 | Morality | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Philanthropy | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Short_description_matches_Wikidata | *@PLR:NB� | 2020-08-16 17:27:37 | null | uca-default-u-kn | page |
| 336.0 | Social_philosophy | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Use_dmy_dates_from_May_2020 | *@PLR:NB� | 2020-05-26 19:48:30 | null | uca-default-u-kn | page |
| 336.0 | Virtue | *@PLR:NB� | 2015-11-12 18:53:47 | null | uca-default-u-kn | page |
| 336.0 | Webarchive_template_wayback_links | *@PLR:NB� | 2017-12-01 13:23:33 | null | uca-default-u-kn | page |
| 338.0 | Redirects_with_old_history | *RPFL*.:D6��� | 2007-09-28 08:28:44 | null | uca-default-u-kn | page |
| 338.0 | Unprintworthy_redirects | *RPFL*.:D6��� | 2007-09-28 08:28:44 | null | uca-default-u-kn | page |
| 339.0 | 1905_births | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 1982_deaths | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_American_dramatists_and_playwrights | L*D0*ZD*ZDL*D0������� | 2014-10-22 10:07:31 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_American_novelists | L*D0*ZD*ZDL*D0������� | 2013-04-28 04:38:13 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_American_philosophers | L*D0*ZD*ZDL*D0������� | 2017-04-09 05:24:17 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_American_screenwriters | L*D0*ZD*ZDL*D0������� | 2021-06-20 20:20:26 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_American_women_writers | L*D0*ZD*ZDL*D0������� | 2017-07-21 20:12:00 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_Russian_philosophers | L*D0*ZD*ZDL*D0������� | 2018-02-28 02:03:22 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_atheists | L*D0*ZD*ZDL*D0������� | 2017-06-29 14:48:06 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_essayists | L*D0*ZD*ZDL*D0������� | 2019-02-05 14:12:02 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | 20th-century_pseudonymous_writers | L*D0*ZD*ZDL*D0������� | 2021-07-31 03:53:04 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | AC_with_31_elements | L*D0*ZD*ZDL*D0������� | 2022-03-06 22:57:28 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Activists_from_New_York_(state) | L*D0*ZD*ZDL*D0������� | 2017-08-08 19:54:55 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | All_articles_containing_potentially_dated_statements | L*D0*ZD*ZDL*D0������� | 2018-09-29 00:52:57 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_abortion-rights_activists | L*D0*ZD*ZDL*D0������� | 2019-05-25 11:44:17 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_anti-communists | L*D0*ZD*ZDL*D0������� | 2021-02-01 22:24:10 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_anti-fascists | L*D0*ZD*ZDL*D0������� | 2018-04-07 02:27:29 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_atheist_writers | L*D0*ZD*ZDL*D0������� | 2019-09-30 21:09:34 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_essayists | L*D0*ZD*ZDL*D0������� | 2013-08-02 05:37:00 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_ethicists | L*D0*ZD*ZDL*D0������� | 2013-02-01 08:14:27 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_people_of_Russian-Jewish_descent | L*D0*ZD*ZDL*D0������� | 2015-11-20 22:18:35 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_political_activists | L*D0*ZD*ZDL*D0������� | 2016-07-27 06:28:04 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_political_philosophers | L*D0*ZD*ZDL*D0������� | 2019-10-26 09:23:13 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_science_fiction_writers | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_secularists | L*D0*ZD*ZDL*D0������� | 2016-09-22 13:03:45 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_activists | L*D0*ZD*ZDL*D0������� | 2016-07-27 06:23:13 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_dramatists_and_playwrights | L*D0*ZD*ZDL*D0������� | 2014-10-15 04:51:25 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_essayists | L*D0*ZD*ZDL*D0������� | 2016-09-04 08:31:22 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_novelists | L*D0*ZD*ZDL*D0������� | 2013-01-02 21:48:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_philosophers | L*D0*ZD*ZDL*D0������� | 2013-10-25 19:57:45 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_women_screenwriters | L*D0*ZD*ZDL*D0������� | 2014-09-05 18:23:09 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | American_writers_of_Russian_descent | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Aristotelian_philosophers | L*D0*ZD*ZDL*D0������� | 2018-05-04 21:57:26 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_containing_Hebrew-language_text | *ZDL*D0��� | 2022-09-19 06:57:04 | null | uca-default-u-kn | page |
| 339.0 | Articles_containing_Russian-language_text | *ZDL*D0��� | 2022-03-13 00:42:34 | null | uca-default-u-kn | page |
| 339.0 | Articles_containing_potentially_dated_statements_from_2020 | L*D0*ZD*ZDL*D0������� | 2022-07-30 21:43:28 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_BIBSYS_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_BNE_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_BNF_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_CANTICN_identifiers | L*D0*ZD*ZDL*D0������� | 2022-03-09 13:28:31 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_CINII_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Curlie_links | L*D0*ZD*ZDL*D0������� | 2018-02-12 16:46:52 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_DTBIO_identifiers | L*D0*ZD*ZDL*D0������� | 2022-02-21 19:07:43 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_FAST_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_GND_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_ICCU_identifiers | L*D0*ZD*ZDL*D0������� | 2022-03-06 22:57:28 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_ISNI_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Internet_Archive_links | L*D0*ZD*ZDL*D0������� | 2016-07-19 23:15:39 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Internet_Encyclopedia_of_Philosophy_links | L*D0*ZD*ZDL*D0������� | 2019-09-23 12:56:07 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_J9U_identifiers | L*D0*ZD*ZDL*D0������� | 2022-02-21 19:07:43 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_LCCN_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_LNB_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_LibriVox_links | L*D0*ZD*ZDL*D0������� | 2016-07-19 23:06:42 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_MusicBrainz_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NDL_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NKC_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NLA_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NLG_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NLK_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NSK_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_NTA_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Open_Library_links | L*D0*ZD*ZDL*D0������� | 2016-07-19 23:30:04 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_PLWABN_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Project_Gutenberg_links | L*D0*ZD*ZDL*D0������� | 2016-07-19 23:30:04 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_RERO_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_SELIBR_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_SNAC-ID_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_SUDOC_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_Trove_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_ULAN_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_VIAF_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_VcBA_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_WORLDCATID_identifiers | L*D0*ZD*ZDL*D0������� | 2021-08-29 20:33:33 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Articles_with_short_description | L*D0*ZD*ZDL*D0������� | 2020-02-13 07:05:37 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Atheist_philosophers | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Atheists_from_the_Russian_Empire | L*D0*ZD*ZDL*D0������� | 2022-10-03 06:32:50 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Ayn_Rand | *ZDL*D0���� | 2014-08-05 11:30:10 | uca-default-u-kn | page | |
| 339.0 | Burials_at_Kensico_Cemetery | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Critics_of_Christianity | L*D0*ZD*ZDL*D0������� | 2022-02-16 06:12:17 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Critics_of_Marxism | L*D0*ZD*ZDL*D0������� | 2017-01-26 13:21:42 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Dramatists_and_playwrights_from_the_Russian_Empire | L*D0*ZD*ZDL*D0������� | 2022-10-03 06:49:25 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Epistemologists | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Exophonic_writers | L*D0*ZD*ZDL*D0������� | 2017-10-17 08:46:03 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Female_critics_of_feminism | L*D0*ZD*ZDL*D0������� | 2017-12-25 23:29:09 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Good_articles | L*D0*ZD*ZDL*D0������� | 2020-02-13 07:05:37 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_American_activists | L*D0*ZD*ZDL*D0������� | 2022-07-30 18:00:25 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_American_atheists | L*D0*ZD*ZDL*D0������� | 2022-02-19 10:16:22 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_American_dramatists_and_playwrights | L*D0*ZD*ZDL*D0������� | 2015-11-20 22:18:35 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_American_novelists | L*D0*ZD*ZDL*D0������� | 2015-11-20 22:18:35 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_anti-communists | L*D0*ZD*ZDL*D0������� | 2019-04-16 23:22:59 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_anti-fascists | L*D0*ZD*ZDL*D0������� | 2019-02-12 01:52:28 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_philosophers | L*D0*ZD*ZDL*D0������� | 2015-11-20 22:18:35 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jewish_women_writers | L*D0*ZD*ZDL*D0������� | 2015-11-20 22:18:35 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Jews_from_the_Russian_Empire | L*D0*ZD*ZDL*D0������� | 2022-09-26 11:11:14 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Metaphysicians | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Novelists_from_New_York_(state) | L*D0*ZD*ZDL*D0������� | 2018-02-10 17:22:22 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Objectivists | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | People_with_acquired_American_citizenship | L*D0*ZD*ZDL*D0������� | 2016-08-12 20:05:20 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Philosophers_from_New_York_(state) | L*D0*ZD*ZDL*D0������� | 2017-08-01 09:48:22 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Political_philosophers | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Pseudonymous_women_writers | L*D0*ZD*ZDL*D0������� | 2018-05-28 13:27:19 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Saint_Petersburg_State_University_alumni | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Screenwriters_from_New_York_(state) | L*D0*ZD*ZDL*D0������� | 2018-10-28 01:25:42 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Short_description_matches_Wikidata | L*D0*ZD*ZDL*D0������� | 2022-09-16 16:34:28 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Social_critics | L*D0*ZD*ZDL*D0������� | 2022-02-16 06:12:17 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Soviet_emigrants_to_the_United_States | L*D0*ZD*ZDL*D0������� | 2013-08-06 03:33:42 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Use_mdy_dates_from_July_2022 | L*D0*ZD*ZDL*D0������� | 2022-07-10 12:25:42 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Women_science_fiction_and_fantasy_writers | L*D0*ZD*ZDL*D0������� | 2012-11-12 04:28:54 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Writers_from_New_York_City | L*D0*ZD*ZDL*D0������� | 2013-04-29 07:43:45 | Rand, Ayn | uca-default-u-kn | page |
| 339.0 | Writers_from_Saint_Petersburg | L*D0*ZD*ZDL*D0������� | 2014-04-03 21:22:10 | Rand, Ayn | uca-default-u-kn | page |
| 340.0 | 1947_births | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | 20th-century_French_mathematicians | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | 21st-century_French_mathematicians | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | All_articles_to_be_expanded | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_needing_translation_from_French_Wikipedia | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_to_be_expanded_from_September_2020 | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_using_small_message_boxes | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_BIBSYS_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_BNF_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_DBLP_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-08-03 13:01:37 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_GND_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_Google_Scholar_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-07-28 17:15:49 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_ISNI_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_J9U_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-07-27 01:53:15 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_LCCN_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_LNB_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_MATHSN_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_MGP_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_NDL_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_NKC_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_NTA_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_PLWABN_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_SNAC-ID_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_SUDOC_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_Trove_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_VIAF_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_WORLDCATID_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_ZBMATH_identifiers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_hCards | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Articles_with_short_description | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Clay_Research_Award_recipients | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Collège_de_France_faculty | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Differential_geometers | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Fields_Medalists | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Foreign_Members_of_the_Russian_Academy_of_Sciences | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Foreign_associates_of_the_National_Academy_of_Sciences | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Institute_for_Advanced_Study_visiting_scholars | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Living_people | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Mathematical_analysts | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Members_of_the_French_Academy_of_Sciences | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Members_of_the_Norwegian_Academy_of_Science_and_Letters | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Members_of_the_Royal_Danish_Academy_of_Sciences_and_Letters | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Short_description_is_different_from_Wikidata | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Use_dmy_dates_from_April_2020 | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | Vanderbilt_University_faculty | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 340.0 | École_Normale_Supérieure_alumni | .FDD2N*@*:D*@*:D.FDD2Nܿ����� | 2022-03-18 08:23:30 | Connes, Alain | uca-default-u-kn | page |
| 344.0 | 1885_births | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | 1981_deaths | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | 20th-century_American_male_writers | 0V*D*@@*D*@@*D0V*D\Z������� | 2020-05-18 03:44:47 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | 20th-century_American_screenwriters | 0V*D*@@*D*@@*D0V*D\Z������� | 2020-08-04 01:18:57 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | All_Wikipedia_articles_written_in_American_English | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-06-11 18:37:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | American_film_directors | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | American_film_producers | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | American_male_screenwriters | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_BNE_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_BNF_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_DTBIO_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2022-02-21 19:07:44 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_FAST_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_GND_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_ISNI_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_J9U_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2022-07-30 22:07:24 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_LCCN_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_NKC_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_NLK_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_NTA_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_PLWABN_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_SNAC-ID_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_SUDOC_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_Trove_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_VIAF_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_WORLDCATID_identifiers | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-08-29 20:33:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_hCards | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Articles_with_short_description | 0V*D*@@*D*@@*D0V*D\Z������� | 2019-09-24 15:33:22 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Burials_at_San_Fernando_Mission_Cemetery | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Canadian_emigrants_to_the_United_States | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Commons_category_link_is_on_Wikidata | 0V*D*@@*D*@@*D0V*D\Z������� | 2018-11-21 19:19:58 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Film_directors_from_Toronto | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Pages_using_infobox_person_with_multiple_spouses | 0V*D*@@*D*@@*D0V*D\Z������� | 2022-01-20 02:34:26 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Short_description_is_different_from_Wikidata | 0V*D*@@*D*@@*D0V*D\Z������� | 2020-09-27 22:32:44 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Use_American_English_from_June_2021 | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-06-11 18:37:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Use_mdy_dates_from_June_2021 | 0V*D*@@*D*@@*D0V*D\Z������� | 2021-06-11 18:37:32 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Western_(genre)_film_directors | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 344.0 | Writers_from_Toronto | 0V*D*@@*D*@@*D0V*D\Z������� | 2015-09-27 23:05:33 | Dwan, Allan | uca-default-u-kn | page |
| 347.0 | Redirects_with_old_history | *@62L:*\n�H2FH@2ܿ� | 2007-12-22 10:56:42 | null | uca-default-u-kn | page |
| 347.0 | Unprintworthy_redirects | *@62L:*\n�H2FH@2ܿ� | 2007-12-22 10:56:42 | null | uca-default-u-kn | page |
| 353.0 | Redirects_with_old_history | *@62L:*\n�PL*DND*P:FD*@:NNR2N ܹܿ� | 2007-12-22 10:57:36 | null | uca-default-u-kn | page |
| 353.0 | Unprintworthy_redirects | *@62L:*\n�PL*DND*P:FD*@:NNR2N ܹܿ� | 2007-12-22 10:57:36 | null | uca-default-u-kn | page |
| 354.0 | All_Wikipedia_C-Class_vital_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | All_Wikipedia_level-3_vital_articles | *@62L:*�\n | 2021-07-15 08:28:56 | null | uca-default-u-kn | page |
| 354.0 | All_Wikipedia_vital_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | All_Wikipedia_vital_articles_in_Geography | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | B-Class_Africa_articles | *@62L:*�\n | 2021-03-06 02:29:31 | null | uca-default-u-kn | page |
| 354.0 | B-Class_Algeria_articles | *@62L:*�\n | 2021-03-06 02:29:31 | null | uca-default-u-kn | page |
| 354.0 | B-Class_Arab_world_articles | *@62L:*�\n | 2021-03-06 02:29:31 | null | uca-default-u-kn | page |
| 354.0 | B-Class_country_articles | *@62L:*�\n | 2021-06-29 14:51:56 | null | uca-default-u-kn | page |
| 354.0 | C-Class_Version_1.0_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Delisted_good_articles | *@62L:*�\n | 2020-06-21 00:30:34 | null | uca-default-u-kn | page |
| 354.0 | Former_good_article_nominees | *@62L:**@62L:*ܿ�\n | 2020-06-21 00:30:34 | Algeria | uca-default-u-kn | page |
| 354.0 | Geography_Version_1.0_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Mid-importance_Version_1.0_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Selected_anniversaries_articles | *@62L:*�\n | 2021-06-29 14:51:56 | null | uca-default-u-kn | page |
| 354.0 | Top-importance_Africa_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Top-importance_Algeria_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Top-importance_Arab_world_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_accessibility | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_coverage_and_accuracy | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_grammar | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_referencing_and_citation | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_structure | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_needing_attention_to_supporting_materials | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Version_1.0_articles_with_incomplete_B-Class_checklists | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | WikiProject_Africa_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | WikiProject_Algeria_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | WikiProject_Arab_world_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | WikiProject_Countries_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Wikipedia_C-Class_level-3_vital_articles | *@62L:*�\n | 2021-07-15 08:28:56 | null | uca-default-u-kn | page |
| 354.0 | Wikipedia_C-Class_vital_articles_in_Geography | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Wikipedia_CD_Selection | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Wikipedia_Version_1.0_articles | *@62L:*�\n | 2019-08-30 14:56:56 | null | uca-default-u-kn | page |
| 354.0 | Wikipedia_level-3_vital_articles_in_Geography | *@62L:*�\n | 2021-07-15 08:28:56 | null | uca-default-u-kn | page |
| 358.0 | 1962_establishments_in_Africa | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | 1962_establishments_in_Algeria | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Algeria | *@62L:*\r��\n | 2022-08-25 13:14:54 | uca-default-u-kn | page | |
| 358.0 | All_articles_lacking_reliable_references | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | All_articles_with_unsourced_statements | *@62L:*�\n | 2020-09-16 13:13:58 | null | uca-default-u-kn | page |
| 358.0 | Arab_republics | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | Arabic-speaking_countries_and_territories | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | Articles_containing_Algerian_Arabic-language_text | *@62L:*�\n | 2022-10-20 21:01:42 | null | uca-default-u-kn | page |
| 358.0 | Articles_containing_Arabic-language_text | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | Articles_containing_French-language_text | *@62L:*�\n | 2020-12-15 04:28:45 | null | uca-default-u-kn | page |
| 358.0 | Articles_containing_explicitly_cited_English-language_text | *@62L:*�\n | 2022-10-05 16:01:27 | null | uca-default-u-kn | page |
| 358.0 | Articles_lacking_reliable_references_from_February_2013 | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | Articles_lacking_reliable_references_from_June_2021 | *@62L:*�\n | 2022-09-30 12:15:24 | null | uca-default-u-kn | page |
| 358.0 | Articles_lacking_reliable_references_from_November_2018 | *@62L:*�\n | 2018-11-03 11:34:40 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_Arabic-language_sources_(ar) | *@62L:*�\n | 2022-01-28 09:10:56 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_BIBSYS_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_BNE_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_BNF_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_Curlie_links | *@62L:*�\n | 2022-01-28 09:10:56 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_EMU_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_FAST_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_French-language_sources_(fr) | *@62L:*�\n | 2022-01-28 09:10:56 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_GND_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_HDS_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_ISNI_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_J9U_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_LCCN_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_MusicBrainz_area_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_NARA_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_NDL_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_NKC_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_NLA_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_RERO_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_SUDOC_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_TDVİA_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_Trove_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_VIAF_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_VcBA_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_WORLDCATID_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_excerpts | *@62L:*�\n | 2020-05-17 16:28:35 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_hAudio_microformats | *@62L:*�\n | 2022-10-20 21:01:42 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_multiple_identifiers | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_short_description | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_text_in_Berber_languages | *@62L:*�\n | 2022-10-20 21:01:42 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_unsourced_statements_from_February_2021 | *@62L:*�\n | 2021-10-11 17:06:21 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_unsourced_statements_from_July_2022 | *@62L:*�\n | 2022-07-08 19:31:42 | null | uca-default-u-kn | page |
| 358.0 | Articles_with_unsourced_statements_from_March_2021 | *@62L:*�\n | 2021-08-09 14:23:12 | null | uca-default-u-kn | page |
| 358.0 | Berber-speaking_countries_and_territories | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
| 358.0 | CS1:_Julian–Gregorian_uncertainty | *@62L:*�\n | 2022-08-01 14:40:10 | null | uca-default-u-kn | page |
| 358.0 | CS1_Arabic-language_sources_(ar) | *@62L:*�\n | 2022-08-01 14:40:10 | null | uca-default-u-kn | page |
| 358.0 | CS1_French-language_sources_(fr) | *@62L:*�\n | 2022-08-01 14:40:10 | null | uca-default-u-kn | page |
| 358.0 | CS1_Spanish-language_sources_(es) | *@62L:*�\n | 2022-08-01 14:40:10 | null | uca-default-u-kn | page |
| 358.0 | Coordinates_on_Wikidata | *@62L:*�\n | 2022-08-25 13:14:54 | null | uca-default-u-kn | page |
| 358.0 | Countries_in_Africa | *@62L:*�\n | 2022-05-23 01:13:11 | null | uca-default-u-kn | page |
| 358.0 | French-speaking_countries_and_territories | *@62L:*�\n | 2018-05-01 19:36:47 | null | uca-default-u-kn | page |
The cl_sortkey column is supposed to look like that - it is somehow used in sorting the categories a page is in, so it is just a string (or prefix of a string, usually) that will sort in the same order as the actual name of the category. So it is not a column we need to make use of.
Let us now check if we got any corrupt records:
readFromCSV.createOrReplaceTempView("categorylinks")
SELECT * FROM categorylinks WHERE _corrupt_record IS NOT NULL
No corrupt records! Excellent.
Finally, let us save this data to the Delta Lake, after having removed columns we don't care about.
SELECT cl_from, cl_to, cl_type FROM categorylinks WHERE (cl_from IS NOT NULL) AND (cl_to IS NOT NULL) AND (cl_type IS NOT NULL) AND (_corrupt_record IS NULL)
| cl_from | cl_to | cl_type |
|---|---|---|
| 6782105.0 | Mid-importance_U.S._road_transport_articles | page |
| 6782105.0 | Oklahoma_articles_without_listas_parameter | page |
| 6782105.0 | Oklahoma_road_transport_articles | page |
| 6782105.0 | Wikipedia_CD_Selection-GAs | page |
| 6782105.0 | Wikipedia_good_articles | page |
| 6782106.0 | Comics_articles_needing_attention_to_coverage_and_accuracy | page |
| 6782106.0 | Comics_articles_needing_attention_to_grammar | page |
| 6782106.0 | Comics_articles_needing_attention_to_referencing_and_citation | page |
| 6782106.0 | Comics_articles_needing_attention_to_structure | page |
| 6782106.0 | Comics_articles_needing_attention_to_supporting_materials | page |
| 6782106.0 | Comics_articles_with_incomplete_B-Class_checklists | page |
| 6782106.0 | Low-importance_Comics_articles | page |
| 6782106.0 | Start-Class_Comics_articles | page |
| 6782106.0 | Start-Class_Comics_articles_of_Low-importance | page |
| 6782106.0 | WikiProject_Comics_articles | page |
| 6782109.0 | Redirects_from_other_capitalisations | page |
| 6782109.0 | Unprintworthy_redirects | page |
| 6782117.0 | All_Wikipedia_articles_written_in_Indian_English | page |
| 6782117.0 | All_articles_needing_additional_references | page |
| 6782117.0 | All_set_index_articles | page |
| 6782117.0 | Articles_needing_additional_references_from_July_2014 | page |
| 6782117.0 | Articles_with_short_description | page |
| 6782117.0 | Bahun | page |
| 6782117.0 | Ethnic_groups_in_Nepal | page |
| 6782117.0 | Indian_surnames | page |
| 6782117.0 | Khas_surnames | page |
| 6782117.0 | Nepali-language_surnames | page |
| 6782117.0 | Occupational_surnames | page |
| 6782117.0 | Short_description_is_different_from_Wikidata | page |
| 6782117.0 | Surnames | page |
| 6782117.0 | Use_Indian_English_from_October_2019 | page |
| 6782121.0 | Film_articles_with_one_associated_task_force | page |
| 6782121.0 | Filmmaking_task_force_articles | page |
| 6782121.0 | Stub-Class_film_articles | page |
| 6782121.0 | Stub-Class_filmmaking_articles | page |
| 6782121.0 | WikiProject_Film_articles | page |
| 6782123.0 | All_article_disambiguation_pages | page |
| 6782123.0 | All_disambiguation_pages | page |
| 6782123.0 | Disambiguation_pages | page |
| 6782123.0 | Disambiguation_pages_with_short_descriptions | page |
| 6782123.0 | Short_description_is_different_from_Wikidata | page |
| 6782126.0 | Commons_category_link_is_on_Wikidata | page |
| 6782126.0 | County_routes_in_Suffolk_County,_New_York | page |
| 6782128.0 | Redirects_connected_to_a_Wikidata_item | page |
| 6782129.0 | All_articles_with_dead_external_links | page |
| 6782129.0 | Articles_with_ISNI_identifiers | page |
| 6782129.0 | Articles_with_dead_external_links_from_July_2021 | page |
| 6782129.0 | Articles_with_short_description | page |
| 6782129.0 | Coordinates_on_Wikidata | page |
| 6782129.0 | Foundation_schools_in_Hampshire | page |
| 6782129.0 | Infobox_mapframe_without_OSM_relation_ID_on_Wikidata | page |
| 6782129.0 | Pages_using_the_Kartographer_extension | page |
| 6782129.0 | Secondary_schools_in_Hampshire | page |
| 6782129.0 | Short_description_is_different_from_Wikidata | page |
| 6782129.0 | Use_dmy_dates_from_January_2020 | page |
| 6782129.0 | Webarchive_template_wayback_links | page |
| 6782129.0 | Whitchurch,_Hampshire | page |
| 6782130.0 | Articles_with_unassessed_etymologies | page |
| 6782130.0 | Articles_with_unknown-importance_etymologies | page |
| 6782130.0 | Etymology_Task_Force_etymologies | page |
| 6782130.0 | Low-importance_English_Language_articles | page |
| 6782130.0 | Low-importance_Linguistics_articles | page |
| 6782130.0 | Start-Class_English_Language_articles | page |
| 6782130.0 | Start-Class_Linguistics_articles | page |
| 6782130.0 | WikiProject_English_Language_articles | page |
| 6782130.0 | WikiProject_Linguistics_articles | page |
| 6782131.0 | List-Class_Comics_articles | page |
| 6782131.0 | List-Class_Comics_articles_of_Low-importance | page |
| 6782131.0 | List-Class_List_articles | page |
| 6782131.0 | List-Class_Years_articles | page |
| 6782131.0 | List-Class_Years_articles_of_Low-importance | page |
| 6782131.0 | Low-importance_Comics_articles | page |
| 6782131.0 | Low-importance_List_articles | page |
| 6782131.0 | Low-importance_Years_articles | page |
| 6782131.0 | WikiProject_Comics_articles | page |
| 6782131.0 | WikiProject_Lists_articles | page |
| 6782133.0 | All_article_disambiguation_pages | page |
| 6782133.0 | All_disambiguation_pages | page |
| 6782133.0 | Disambiguation_pages | page |
| 6782133.0 | Disambiguation_pages_with_short_descriptions | page |
| 6782133.0 | Short_description_is_different_from_Wikidata | page |
| 6782134.0 | All_WikiProject_Canada_pages | page |
| 6782134.0 | NA-importance_Canada-related_articles | page |
| 6782134.0 | NA-importance_Ontario_articles | page |
| 6782134.0 | Redirect-Class_Canada-related_articles | page |
| 6782134.0 | Redirect-Class_Ontario_articles | page |
| 6782144.0 | All_Wikipedia_B-Class_vital_articles | page |
| 6782144.0 | All_Wikipedia_level-4_vital_articles | page |
| 6782144.0 | All_Wikipedia_vital_articles | page |
| 6782144.0 | All_Wikipedia_vital_articles_in_Science | page |
| 6782144.0 | B-Class_Geology_articles | page |
| 6782144.0 | High-importance_B-Class_Geology_articles | page |
| 6782144.0 | High-importance_Geology_articles | page |
| 6782144.0 | WikiProject_Geology_articles | page |
| 6782144.0 | Wikipedia_B-Class_level-4_vital_articles | page |
| 6782144.0 | Wikipedia_B-Class_vital_articles_in_Science | page |
| 6782144.0 | Wikipedia_level-4_vital_articles_in_Science | page |
| 6782157.0 | All_non-free_logos | file |
| 6782157.0 | All_non-free_media | file |
| 6782157.0 | Completed_non-free_use_rationale_logo_transclusions | file |
| 6782157.0 | Files_with_no_machine-readable_author | file |
| 6782157.0 | Noindexed_pages | file |
| 6782157.0 | Software_logos | file |
| 6782157.0 | Wikipedia_non-free_files_with_NFUR_stated | file |
| 6782157.0 | Wikipedia_non-free_files_with_valid_backlink | file |
| 6782160.0 | 2000s_alternative_metal_album_stubs | page |
| 6782160.0 | 2001_debut_albums | page |
| 6782160.0 | Album_articles_lacking_alt_text_for_covers | page |
| 6782160.0 | All_articles_needing_additional_references | page |
| 6782160.0 | All_stub_articles | page |
| 6782160.0 | Articles_needing_additional_references_from_September_2016 | page |
| 6782160.0 | Articles_with_MusicBrainz_release_group_identifiers | page |
| 6782160.0 | Articles_with_hAudio_microformats | page |
| 6782160.0 | Articles_with_short_description | page |
| 6782160.0 | Short_description_is_different_from_Wikidata | page |
| 6782160.0 | Systematic_(band)_albums | page |
| 6782168.0 | All_articles_needing_additional_references | page |
| 6782168.0 | All_stub_articles | page |
| 6782168.0 | Articles_needing_additional_references_from_April_2022 | page |
| 6782168.0 | Articles_with_short_description | page |
| 6782168.0 | Communities_in_Halifax,_Nova_Scotia | page |
| 6782168.0 | Coordinates_on_Wikidata | page |
| 6782168.0 | Halifax_County,_Nova_Scotia_geography_stubs | page |
| 6782168.0 | Short_description_is_different_from_Wikidata | page |
| 6782169.0 | All_non-free_logos | file |
| 6782169.0 | All_non-free_media | file |
| 6782169.0 | German_football_logos | file |
| 6782169.0 | Noindexed_pages | file |
| 6782169.0 | Wikipedia_non-free_files_with_NFUR_stated | file |
| 6782169.0 | Wikipedia_non-free_files_with_valid_backlink | file |
| 6782171.0 | Albums_by_artist | subcat |
| 6782171.0 | Drum_and_bass_albums | subcat |
| 6782171.0 | Electronic_dance_music_albums_by_Japanese_artists | subcat |
| 6782171.0 | House_music_albums_by_Japanese_artists | subcat |
| 6782171.0 | Jazz_albums_by_Japanese_artists | subcat |
| 6782171.0 | Set_categories | subcat |
| 6782171.0 | Shibuya-kei_albums | subcat |
| 6782171.0 | Synth-pop_albums_by_Japanese_artists | subcat |
| 6782171.0 | Trip_hop_albums_by_Japanese_artists | subcat |
| 6782176.0 | 1887_establishments_in_Ireland | page |
| 6782176.0 | All_Wikipedia_articles_written_in_Hiberno-English | page |
| 6782176.0 | All_articles_lacking_reliable_references | page |
| 6782176.0 | All_articles_with_a_promotional_tone | page |
| 6782176.0 | Articles_lacking_reliable_references_from_March_2008 | page |
| 6782176.0 | Articles_with_a_promotional_tone_from_February_2017 | page |
| 6782176.0 | Articles_with_multiple_maintenance_issues | page |
| 6782176.0 | Coordinates_not_on_Wikidata | page |
| 6782176.0 | Gaelic_Athletic_Association_clubs_established_in_1887 | page |
| 6782176.0 | Gaelic_football_clubs_in_County_Clare | page |
| 6782176.0 | Gaelic_games_clubs_in_County_Clare | page |
| 6782176.0 | Hurling_clubs_in_County_Clare | page |
| 6782176.0 | Pages_using_the_Kartographer_extension | page |
| 6782176.0 | Use_Hiberno-English_from_August_2020 | page |
| 6782176.0 | Use_dmy_dates_from_August_2020 | page |
| 6782178.0 | 1994_debut_albums | page |
| 6782178.0 | Album_articles_lacking_alt_text_for_covers | page |
| 6782178.0 | Albums_recorded_at_Chung_King_Studios | page |
| 6782178.0 | Articles_with_MusicBrainz_release_group_identifiers | page |
| 6782178.0 | Articles_with_hAudio_microformats | page |
| 6782178.0 | Articles_with_short_description | page |
| 6782178.0 | CS1_Japanese-language_sources_(ja) | page |
| 6782178.0 | Elektra_Records_albums | page |
| 6782178.0 | Short_description_is_different_from_Wikidata | page |
| 6782178.0 | Towa_Tei_albums | page |
| 6782178.0 | Track_listings_that_use_the_collapsed_parameter | page |
| 6782179.0 | Album_covers | file |
| 6782179.0 | All_non-free_media | file |
| 6782179.0 | Arcade_Fire_album_covers | file |
| 6782179.0 | Files_with_no_machine-readable_author | file |
| 6782179.0 | Noindexed_pages | file |
| 6782179.0 | Wikipedia_non-free_files_with_NFUR_stated | file |
| 6782179.0 | Wikipedia_non-free_files_with_valid_backlink | file |
| 6782182.0 | Communities_in_Russell,_Ontario | page |
| 6782192.0 | All_article_disambiguation_pages | page |
| 6782192.0 | All_disambiguation_pages | page |
| 6782192.0 | Disambiguation_pages | page |
| 6782192.0 | Disambiguation_pages_with_short_descriptions | page |
| 6782192.0 | Short_description_is_different_from_Wikidata | page |
| 6782193.0 | 1981_British_television_episodes | page |
| 6782193.0 | All_articles_with_unsourced_statements | page |
| 6782193.0 | Articles_with_short_description | page |
| 6782193.0 | Articles_with_unsourced_statements_from_August_2019 | page |
| 6782193.0 | BBC_episode_ID_same_as_Wikidata | page |
| 6782193.0 | Only_Fools_and_Horses_(series_1)_episodes | page |
| 6782193.0 | Pages_using_infobox_television_episode_with_image-related_values_without_an_image | page |
| 6782193.0 | Short_description_is_different_from_Wikidata | page |
| 6782193.0 | Television_episode_articles_with_short_description_and_disambiguated_page_names | page |
| 6782193.0 | Television_episode_articles_with_short_description_for_single_episodes | page |
| 6782193.0 | Use_dmy_dates_from_November_2020 | page |
| 6782199.0 | Biography_articles_of_living_people | page |
| 6782199.0 | Low-importance_Australia_articles | page |
| 6782199.0 | Low-importance_Australian_music_articles | page |
| 6782199.0 | Low-importance_biography_(musicians)_articles | page |
| 6782199.0 | Musicians_work_group_articles | page |
| 6782199.0 | Noindexed_pages | page |
| 6782199.0 | Stub-Class_Australia_articles | page |
| 6782199.0 | Stub-Class_Australian_music_articles | page |
| 6782199.0 | Stub-Class_biography_(musicians)_articles | page |
| 6782199.0 | Stub-Class_biography_articles | page |
| 6782199.0 | Unassessed_electronic_music_articles | page |
| 6782199.0 | Unknown-importance_electronic_music_articles | page |
| 6782199.0 | WikiProject_Australia_articles | page |
| 6782199.0 | WikiProject_Australian_music_articles | page |
| 6782199.0 | WikiProject_Biography_articles | page |
| 6782199.0 | WikiProject_Electronic_music_articles | page |
| 6782210.0 | Communities_in_Russell,_Ontario | page |
| 6782212.0 | American_cinema_task_force_articles | page |
| 6782212.0 | Film_articles_with_one_associated_task_force | page |
| 6782212.0 | Start-Class_American_cinema_articles | page |
| 6782212.0 | Start-Class_film_articles | page |
| 6782212.0 | Start-Class_television_articles | page |
| 6782212.0 | Unknown-importance_television_articles | page |
| 6782212.0 | WikiProject_Film_articles | page |
| 6782212.0 | WikiProject_Television_articles | page |
| 6782220.0 | 1888_births | page |
| 6782220.0 | 1970_deaths | page |
| 6782220.0 | 20th-century_Scottish_businesspeople | page |
| 6782220.0 | Anglo-Persian_Oil_Company | page |
| 6782220.0 | British_businesspeople_in_the_oil_industry | page |
| 6782220.0 | Burials_at_Putney_Vale_Cemetery | page |
| 6782220.0 | CS1:_Julian–Gregorian_uncertainty | page |
| 6782220.0 | Chairmen_of_BP | page |
| 6782220.0 | Commanders_of_the_Order_of_the_British_Empire | page |
| 6782220.0 | Hereditary_barons_created_by_Elizabeth_II | page |
| 6782220.0 | Pages_containing_London_Gazette_template_with_parameter_supp_set_to_y | page |
| 6782220.0 | Use_dmy_dates_from_January_2012 | page |
| 6782220.0 | Wikipedia_articles_needing_page_number_citations_from_February_2013 | page |
| 6782221.0 | Biography_articles_of_living_people | page |
| 6782221.0 | Low-importance_Australia_articles | page |
| 6782221.0 | Low-importance_Australian_music_articles | page |
| 6782221.0 | Musicians_work_group_articles | page |
| 6782221.0 | Noindexed_pages | page |
| 6782221.0 | Start-Class_Australia_articles | page |
| 6782221.0 | Start-Class_Australian_music_articles | page |
| 6782221.0 | Start-Class_biography_(musicians)_articles | page |
| 6782221.0 | Start-Class_biography_articles | page |
| 6782221.0 | Unknown-importance_biography_(musicians)_articles | page |
| 6782221.0 | WikiProject_Australia_articles | page |
| 6782221.0 | WikiProject_Australian_music_articles | page |
| 6782221.0 | WikiProject_Biography_articles | page |
| 6782227.0 | Redirects_from_other_capitalisations | page |
| 6782227.0 | Unprintworthy_redirects | page |
| 6782229.0 | AC_with_0_elements | page |
| 6782229.0 | Articles_with_short_description | page |
| 6782229.0 | Coordinates_on_Wikidata | page |
| 6782229.0 | Infobox_mapframe_without_OSM_relation_ID_on_Wikidata | page |
| 6782229.0 | Pages_using_the_Kartographer_extension | page |
| 6782229.0 | Public_high_schools_in_New_York_(state) | page |
| 6782229.0 | Schools_in_Onondaga_County,_New_York | page |
| 6782229.0 | Short_description_is_different_from_Wikidata | page |
| 6782229.0 | Syracuse_City_School_District | page |
| 6782238.0 | 1940_births | page |
| 6782238.0 | 2011_deaths | page |
| 6782238.0 | All_articles_covered_by_WikiProject_Wikify | page |
| 6782238.0 | All_articles_with_bare_URLs_for_citations | page |
| 6782238.0 | American_electrical_engineers | page |
| 6782238.0 | American_technology_writers | page |
| 6782238.0 | Analog_electronics_engineers | page |
| 6782238.0 | Articles_covered_by_WikiProject_Wikify_from_August_2022 | page |
| 6782238.0 | Articles_needing_cleanup_from_August_2022 | page |
| 6782238.0 | Articles_with_BNF_identifiers | page |
| 6782238.0 | Articles_with_ISNI_identifiers | page |
| 6782238.0 | Articles_with_J9U_identifiers | page |
| 6782238.0 | Articles_with_LCCN_identifiers | page |
| 6782238.0 | Articles_with_NKC_identifiers | page |
| 6782238.0 | Articles_with_PLWABN_identifiers | page |
| 6782238.0 | Articles_with_SUDOC_identifiers | page |
| 6782238.0 | Articles_with_Trove_identifiers | page |
| 6782238.0 | Articles_with_VIAF_identifiers | page |
| 6782238.0 | Articles_with_WORLDCATID_identifiers | page |
| 6782238.0 | Articles_with_bare_URLs_for_citations_from_August_2022 | page |
| 6782238.0 | Articles_with_hCards | page |
| 6782238.0 | CS1_errors:_missing_periodical | page |
| 6782238.0 | CS1_maint:_bot:_original_URL_status_unknown | page |
| 6782238.0 | Engineers_from_Connecticut | page |
| 6782238.0 | Integrated_circuits | page |
| 6782238.0 | MIT_School_of_Engineering_alumni | page |
| 6782238.0 | Northfield_Mount_Hermon_School_alumni | page |
| 6782238.0 | People_from_Rockville,_Connecticut | page |
| 6782238.0 | Road_incident_deaths_in_California | page |
| 6782249.0 | All_free_media | file |
| 6782249.0 | Copy_to_Wikimedia_Commons_(bot-assessed) | file |
| 6782249.0 | Creative_Commons_Attribution_2.5_files | file |
| 6782249.0 | Files_with_no_machine-readable_author | file |
| 6782249.0 | Files_with_no_machine-readable_description | file |
| 6782249.0 | Files_with_no_machine-readable_source | file |
| 6782249.0 | Hidden_templates_using_styles | file |
| 6782249.0 | Wikipedia_orphaned_files | file |
| 6782253.0 | 1848_births | page |
| 6782253.0 | 1899_deaths | page |
| 6782253.0 | Articles_containing_Japanese-language_text | page |
| 6782253.0 | Articles_with_FAST_identifiers | page |
| 6782253.0 | Articles_with_ISNI_identifiers | page |
| 6782253.0 | Articles_with_LCCN_identifiers | page |
| 6782253.0 | Articles_with_NDL_identifiers | page |
| 6782253.0 | Articles_with_VIAF_identifiers | page |
| 6782253.0 | Articles_with_WORLDCATID_identifiers | page |
| 6782253.0 | Articles_with_short_description | page |
| 6782253.0 | Japanese_generals | page |
| 6782253.0 | Japanese_military_personnel_of_the_First_Sino-Japanese_War | page |
| 6782253.0 | Kazoku | page |
| 6782253.0 | Military_strategists | page |
| 6782253.0 | People_from_Satsuma_Domain | page |
| 6782253.0 | People_of_Meiji-period_Japan | page |
| 6782253.0 | People_of_the_Boshin_War | page |
| 6782253.0 | Shimazu_retainers | page |
| 6782253.0 | Short_description_is_different_from_Wikidata | page |
| 6782257.0 | Redirects_from_other_capitalisations | page |
| 6782257.0 | Unprintworthy_redirects | page |
| 6782260.0 | Redirects_from_misspellings | page |
| 6782260.0 | Unprintworthy_redirects | page |
| 6782263.0 | Asian_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782263.0 | Asian_military_history_task_force_articles | page |
| 6782263.0 | C-Class_Asian_military_history_articles | page |
| 6782263.0 | C-Class_Japan-related_articles | page |
| 6782263.0 | C-Class_Japanese_military_history_articles | page |
| 6782263.0 | C-Class_biography_(military)_articles | page |
| 6782263.0 | C-Class_biography_articles | page |
| 6782263.0 | C-Class_military_history_articles | page |
| 6782263.0 | Japanese_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782263.0 | Japanese_military_history_task_force_articles | page |
| 6782263.0 | Low-importance_Japan-related_articles | page |
| 6782263.0 | Low-importance_biography_(military)_articles | page |
| 6782263.0 | Military_biography_articles_needing_attention_to_referencing_and_citation | page |
| 6782263.0 | Military_biography_work_group_articles | page |
| 6782263.0 | Military_history_articles_needing_attention_only_to_referencing_and_citation | page |
| 6782263.0 | Military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782263.0 | WikiProject_Biography_articles | page |
| 6782263.0 | WikiProject_Japan_articles | page |
| 6782265.0 | Articles_containing_Russian-language_text | page |
| 6782265.0 | Articles_with_Russian-language_sources_(ru) | page |
| 6782265.0 | Articles_with_short_description | page |
| 6782265.0 | Coordinates_on_Wikidata | page |
| 6782265.0 | Railway_stations_in_Russia_opened_in_2006 | page |
| 6782265.0 | Saint_Petersburg_Metro_stations | page |
| 6782265.0 | Short_description_is_different_from_Wikidata | page |
| 6782271.0 | All_free_media | file |
| 6782271.0 | Copy_to_Wikimedia_Commons_(bot-assessed) | file |
| 6782271.0 | Creative_Commons_Attribution-ShareAlike_3.0_files | file |
| 6782271.0 | GFDL_files_with_disclaimers | file |
| 6782271.0 | Hidden_templates_using_styles | file |
| 6782271.0 | Self-published_work | file |
| 6782271.0 | Wikipedia_files_tagged_as_own_work | file |
| 6782271.0 | Wikipedia_license_migration_completed | file |
| 6782282.0 | All_fictional_character_redirects | page |
| 6782282.0 | Marvel_Comics_character_redirects_to_lists | page |
| 6782291.0 | Disambiguation_categories | subcat |
| 6782292.0 | Redirects_from_misspellings | page |
| 6782292.0 | Unprintworthy_redirects | page |
| 6782296.0 | All_article_disambiguation_pages | page |
| 6782296.0 | All_disambiguation_pages | page |
| 6782296.0 | Disambiguation_pages | page |
| 6782296.0 | Disambiguation_pages_with_short_descriptions | page |
| 6782296.0 | Short_description_is_different_from_Wikidata | page |
| 6782300.0 | All_articles_lacking_sources | page |
| 6782300.0 | All_stub_articles | page |
| 6782300.0 | Articles_lacking_sources_from_April_2021 | page |
| 6782300.0 | Articles_with_short_description | page |
| 6782300.0 | Coordinates_on_Wikidata | page |
| 6782300.0 | Democratic_Republic_of_the_Congo_geography_stubs | page |
| 6782300.0 | Populated_places_in_Kongo_Central | page |
| 6782300.0 | Short_description_matches_Wikidata | page |
| 6782305.0 | Low-importance_chess_articles | page |
| 6782305.0 | San_Francisco_Bay_Area_task_force_articles | page |
| 6782305.0 | Stub-Class_chess_articles | page |
| 6782305.0 | Stub-Class_chess_articles_of_Low-importance | page |
| 6782305.0 | Unassessed_California_articles | page |
| 6782305.0 | Unassessed_San_Francisco_Bay_Area_articles | page |
| 6782305.0 | Unknown-importance_California_articles | page |
| 6782305.0 | Unknown-importance_San_Francisco_Bay_Area_articles | page |
| 6782305.0 | WikiProject_California_articles | page |
| 6782305.0 | WikiProject_Chess_articles | page |
| 6782306.0 | 1917_births | page |
| 6782306.0 | 2001_deaths | page |
| 6782306.0 | All_stub_articles | page |
| 6782306.0 | Articles_with_short_description | page |
| 6782306.0 | Foreign_ministers_of_Nigeria | page |
| 6782306.0 | Nigerian_politician_stubs | page |
| 6782306.0 | Short_description_matches_Wikidata | page |
| 6782311.0 | Articles_created_or_improved_during_WikiProject_United_States'_50,000_Challenge | page |
| 6782311.0 | Eastern_Washington_task_force_articles | page |
| 6782311.0 | Engineering_and_technology_good_articles | page |
| 6782311.0 | GA-Class_Eastern_Washington_task_force_articles | page |
| 6782311.0 | GA-Class_Featured_topics_articles | page |
| 6782311.0 | GA-Class_Road_transport_articles | page |
| 6782311.0 | GA-Class_U.S._road_transport_articles | page |
| 6782311.0 | GA-Class_United_States_articles | page |
| 6782311.0 | GA-Class_United_States_articles_of_Low-importance | page |
| 6782311.0 | GA-Class_Washington_articles | page |
| 6782311.0 | GA-Class_Washington_road_transport_articles | page |
| 6782311.0 | Low-importance_Featured_topics_articles | page |
| 6782311.0 | Low-importance_United_States_articles | page |
| 6782311.0 | Low-importance_Washington_articles | page |
| 6782311.0 | Mid-importance_Road_transport_articles | page |
| 6782311.0 | Mid-importance_U.S._road_transport_articles | page |
| 6782311.0 | Mid-importance_Washington_road_transport_articles | page |
| 6782311.0 | Unknown-importance_Eastern_Washington_task_force_articles | page |
| 6782311.0 | Washington_road_transport_articles | page |
| 6782311.0 | WikiProject_United_States_articles | page |
| 6782311.0 | WikiProject_Washington_articles | page |
| 6782311.0 | Wikipedia_CD_Selection-GAs | page |
| 6782311.0 | Wikipedia_featured_topics_Washington_State_Route_24_good_content | page |
| 6782311.0 | Wikipedia_good_articles | page |
| 6782311.0 | Wikipedia_requested_photographs_of_roads_in_Washington | page |
| 6782312.0 | All_free_media | file |
| 6782312.0 | Creative_Commons_Attribution_2.5_files | file |
| 6782312.0 | Files_with_no_machine-readable_author | file |
| 6782312.0 | Files_with_no_machine-readable_description | file |
| 6782312.0 | Files_with_no_machine-readable_source | file |
| 6782312.0 | Userspace_files | file |
| 6782312.0 | Wikipedia_files_of_no_use_beyond_Wikipedia | file |
| 6782316.0 | B-Class_Cleveland_articles | page |
| 6782316.0 | B-Class_Green_Bay_Packers_articles | page |
| 6782316.0 | B-Class_National_Football_League_articles | page |
| 6782316.0 | B-Class_Ohio_articles | page |
| 6782316.0 | B-Class_Pennsylvania_State_University_articles | page |
| 6782316.0 | B-Class_United_States_articles | page |
| 6782316.0 | B-Class_United_States_articles_of_Low-importance | page |
| 6782316.0 | B-Class_biography_(sports_and_games)_articles | page |
| 6782316.0 | B-Class_biography_articles | page |
| 6782316.0 | B-Class_college_basketball_articles | page |
| 6782316.0 | B-Class_college_football_articles | page |
| 6782316.0 | Low-importance_Ohio_articles | page |
| 6782316.0 | Low-importance_United_States_articles | page |
| 6782316.0 | Low-importance_college_basketball_articles | page |
| 6782316.0 | Low-importance_college_football_articles | page |
| 6782316.0 | Mid-importance_Pennsylvania_State_University_articles | page |
| 6782316.0 | Sports_and_games_work_group_articles | page |
| 6782316.0 | Top-importance_Green_Bay_Packers_articles | page |
| 6782316.0 | Top-importance_National_Football_League_articles | page |
| 6782316.0 | Unknown-importance_Cleveland_articles | page |
| 6782316.0 | Unknown-importance_biography_(sports_and_games)_articles | page |
| 6782316.0 | WikiProject_Biography_articles | page |
| 6782316.0 | WikiProject_Cleveland_articles | page |
| 6782316.0 | WikiProject_College_basketball_articles | page |
| 6782316.0 | WikiProject_College_football_articles | page |
| 6782316.0 | WikiProject_Green_Bay_Packers_articles | page |
| 6782316.0 | WikiProject_National_Football_League_articles | page |
| 6782316.0 | WikiProject_Ohio_articles | page |
| 6782316.0 | WikiProject_Pennsylvania_State_University_articles | page |
| 6782316.0 | WikiProject_United_States_articles | page |
| 6782317.0 | Unassessed_Technology_articles | page |
| 6782317.0 | WikiProject_Technology_articles | page |
| 6782325.0 | Album_covers | file |
| 6782325.0 | All_non-free_media | file |
| 6782325.0 | Arcade_Fire_album_covers | file |
| 6782325.0 | Files_with_no_machine-readable_author | file |
| 6782325.0 | Files_with_no_machine-readable_description | file |
| 6782325.0 | Files_with_no_machine-readable_source | file |
| 6782325.0 | Noindexed_pages | file |
| 6782325.0 | Wikipedia_non-free_files_with_NFUR_stated | file |
| 6782326.0 | Redirects_connected_to_a_Wikidata_item | page |
| 6782326.0 | Redirects_to_list_entries | page |
| 6782331.0 | 1827_establishments_in_Scotland | page |
| 6782331.0 | All_articles_needing_additional_references | page |
| 6782331.0 | All_articles_with_specifically_marked_weasel-worded_phrases | page |
| 6782331.0 | All_articles_with_unsourced_statements | page |
| 6782331.0 | All_articles_with_vague_or_ambiguous_time | page |
| 6782331.0 | Articles_needing_additional_references_from_March_2013 | page |
| 6782331.0 | Articles_with_hProducts | page |
| 6782331.0 | Articles_with_hRecipes | page |
| 6782331.0 | Articles_with_specifically_marked_weasel-worded_phrases_from_June_2012 | page |
| 6782331.0 | Articles_with_unsourced_statements_from_February_2014 | page |
| 6782331.0 | Articles_with_unsourced_statements_from_June_2012 | page |
| 6782331.0 | Articles_with_unsourced_statements_from_May_2012 | page |
| 6782331.0 | Blended_Scotch_whisky | page |
| 6782331.0 | British_companies_established_in_1827 | page |
| 6782331.0 | Companies_based_in_West_Dunbartonshire | page |
| 6782331.0 | Dumbarton | page |
| 6782331.0 | Food_and_drink_companies_established_in_1827 | page |
| 6782331.0 | Pernod_Ricard_brands | page |
| 6782331.0 | Scottish_brands | page |
| 6782331.0 | Use_dmy_dates_from_November_2019 | page |
| 6782331.0 | Vague_or_ambiguous_time_from_March_2013 | page |
| 6782336.0 | Articles_with_'species'_microformats | page |
| 6782336.0 | Articles_with_short_description | page |
| 6782336.0 | Commons_link_is_on_Wikidata | page |
| 6782336.0 | Flora_of_Europe | page |
| 6782336.0 | Flora_of_Greenland | page |
| 6782336.0 | Flora_of_Russia | page |
| 6782336.0 | Flora_of_Siberia | page |
| 6782336.0 | Flora_of_South_Australia | page |
| 6782336.0 | Flora_of_Turkey | page |
| 6782336.0 | Flora_of_Ukraine | page |
| 6782336.0 | Galium | page |
| 6782336.0 | Plants_described_in_1768 | page |
| 6782336.0 | Short_description_matches_Wikidata | page |
| 6782336.0 | Taxa_named_by_Philip_Miller | page |
| 6782336.0 | Taxonbars_with_25–29_taxon_IDs | page |
| 6782337.0 | Redirects_from_other_capitalisations | page |
| 6782337.0 | Unprintworthy_redirects | page |
| 6782339.0 | User_en-3 | page |
| 6782339.0 | User_es-2 | page |
| 6782339.0 | User_fr-N | page |
| 6782339.0 | User_it-2 | page |
| 6782339.0 | Wikipedians_in_Belgium | page |
| 6782340.0 | 1946_births | page |
| 6782340.0 | 2021_deaths | page |
| 6782340.0 | 20th-century_Indian_engineers | page |
| 6782340.0 | Articles_with_NKC_identifiers | page |
| 6782340.0 | Articles_with_SUDOC_identifiers | page |
| 6782340.0 | Articles_with_VIAF_identifiers | page |
| 6782340.0 | Articles_with_WorldCat-VIAF_identifiers | page |
| 6782340.0 | Articles_with_hCards | page |
| 6782340.0 | Articles_with_short_description | page |
| 6782340.0 | Deaths_from_the_COVID-19_pandemic_in_India | page |
| 6782340.0 | Fellows_of_The_National_Academy_of_Sciences,_India | page |
| 6782340.0 | Fellows_of_the_Indian_Academy_of_Sciences | page |
| 6782340.0 | Fellows_of_the_Indian_National_Academy_of_Engineering | page |
| 6782340.0 | IIT_Kharagpur_alumni | page |
| 6782340.0 | Indian_metallurgists | page |
| 6782340.0 | Recipients_of_the_Padma_Shri_in_science_&_engineering | page |
| 6782340.0 | Recipients_of_the_Shanti_Swarup_Bhatnagar_Award_in_Engineering_Science | page |
| 6782340.0 | Short_description_is_different_from_Wikidata | page |
| 6782340.0 | Use_dmy_dates_from_May_2021 | page |
| 6782341.0 | Low-importance_River_articles | page |
| 6782341.0 | Stub-Class_Montana_articles | page |
| 6782341.0 | Stub-Class_River_articles | page |
| 6782341.0 | Unknown-importance_Montana_articles | page |
| 6782341.0 | WikiProject_Montana_articles | page |
| 6782343.0 | Unprintworthy_redirects | page |
| 6782344.0 | All_WikiProject_Ships_pages | page |
| 6782344.0 | C-Class_European_military_history_articles | page |
| 6782344.0 | C-Class_German_military_history_articles | page |
| 6782344.0 | C-Class_Russian,_Soviet_and_CIS_military_history_articles | page |
| 6782344.0 | C-Class_Ships_articles | page |
| 6782344.0 | C-Class_World_War_II_articles | page |
| 6782344.0 | C-Class_maritime_warfare_articles | page |
| 6782344.0 | C-Class_military_history_articles | page |
| 6782344.0 | European_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | European_military_history_task_force_articles | page |
| 6782344.0 | German_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | German_military_history_task_force_articles | page |
| 6782344.0 | Maritime_warfare_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | Maritime_warfare_task_force_articles | page |
| 6782344.0 | Mid-importance_Ukraine_articles | page |
| 6782344.0 | Military_history_articles_needing_attention_only_to_referencing_and_citation | page |
| 6782344.0 | Military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | Russian,_Soviet_and_CIS_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | Russian,_Soviet_and_CIS_military_history_task_force_articles | page |
| 6782344.0 | Selected_anniversaries_(August_2005) | page |
| 6782344.0 | Selected_anniversaries_(August_2006) | page |
| 6782344.0 | Selected_anniversaries_(August_2007) | page |
| 6782344.0 | Selected_anniversaries_(August_2008) | page |
| 6782344.0 | Selected_anniversaries_(August_2009) | page |
| 6782344.0 | Selected_anniversaries_(August_2010) | page |
| 6782344.0 | Selected_anniversaries_articles | page |
| 6782344.0 | Ships_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | Start-Class_Ukraine_articles | page |
| 6782344.0 | Unassessed_Shipwreck_articles | page |
| 6782344.0 | Unknown-importance_Shipwreck_articles | page |
| 6782344.0 | WikiProject_Ukraine_articles | page |
| 6782344.0 | World_War_II_articles_needing_attention_to_referencing_and_citation | page |
| 6782344.0 | World_War_II_task_force_articles | page |
| 6782348.0 | All_stub_articles | page |
| 6782348.0 | Articles_with_SUDOC_identifiers | page |
| 6782348.0 | Articles_with_short_description | page |
| 6782348.0 | Bantu_language_stubs | page |
| 6782348.0 | Language_articles_citing_Ethnologue_18 | page |
| 6782348.0 | Language_articles_with_old_Ethnologue_18_speaker_data | page |
| 6782348.0 | Languages_of_the_Democratic_Republic_of_the_Congo | page |
| 6782348.0 | Pages_containing_links_to_subscription-only_content | page |
| 6782348.0 | Short_description_is_different_from_Wikidata | page |
| 6782348.0 | Tetela_languages | page |
| 6782354.0 | Articles_using_KML_from_Wikidata | page |
| 6782354.0 | CS1:_Julian–Gregorian_uncertainty | page |
| 6782354.0 | Commons_category_link_is_on_Wikidata | page |
| 6782354.0 | Infobox_road_instances_in_Virginia | page |
| 6782354.0 | State_highways_in_Virginia | page |
| 6782354.0 | Transportation_in_Buchanan_County,_Virginia | page |
| 6782354.0 | Transportation_in_Dickenson_County,_Virginia | page |
| 6782354.0 | Transportation_in_Russell_County,_Virginia | page |
| 6782354.0 | Transportation_in_Washington_County,_Virginia | page |
| 6782355.0 | Redirects_from_initialisms | page |
| 6782355.0 | Redirects_from_moves | page |
| 6782355.0 | Redirects_from_stock_symbols | page |
| 6782355.0 | Unprintworthy_redirects | page |
| 6782357.0 | American_Civil_War_articles_needing_attention_to_referencing_and_citation | page |
| 6782357.0 | American_Civil_War_task_force_articles | page |
| 6782357.0 | C-Class_American_Civil_War_articles | page |
| 6782357.0 | C-Class_American_Old_West_articles | page |
| 6782357.0 | C-Class_Indiana_articles | page |
| 6782357.0 | C-Class_Kentucky_articles | page |
| 6782357.0 | C-Class_Louisville_articles | page |
| 6782357.0 | C-Class_North_American_military_history_articles | page |
| 6782357.0 | C-Class_United_States_articles | page |
| 6782357.0 | C-Class_United_States_articles_of_Mid-importance | page |
| 6782357.0 | C-Class_United_States_military_history_articles | page |
| 6782357.0 | C-Class_biography_(military)_articles | page |
| 6782357.0 | C-Class_biography_articles | page |
| 6782357.0 | C-Class_military_history_articles | page |
| 6782357.0 | Low-importance_biography_(military)_articles | page |
| 6782357.0 | Mid-importance_American_Old_West_articles | page |
| 6782357.0 | Mid-importance_Indiana_articles | page |
| 6782357.0 | Mid-importance_Kentucky_articles | page |
| 6782357.0 | Mid-importance_Louisville_articles | page |
| 6782357.0 | Mid-importance_United_States_articles | page |
| 6782357.0 | Military_biography_articles_needing_attention_to_referencing_and_citation | page |
| 6782357.0 | Military_biography_work_group_articles | page |
| 6782357.0 | Military_history_articles_needing_attention_only_to_referencing_and_citation | page |
| 6782357.0 | Military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782357.0 | North_American_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782357.0 | North_American_military_history_task_force_articles | page |
| 6782357.0 | United_States_military_history_articles_needing_attention_to_referencing_and_citation | page |
| 6782357.0 | United_States_military_history_task_force_articles | page |
| 6782357.0 | WikiProject_American_Old_West_articles | page |
| 6782357.0 | WikiProject_Biography_articles | page |
| 6782357.0 | WikiProject_Indiana_articles | page |
| 6782357.0 | WikiProject_Kentucky_articles | page |
| 6782357.0 | WikiProject_Louisville_articles | page |
| 6782357.0 | WikiProject_United_States_articles | page |
| 6782358.0 | 1916_births | page |
| 6782358.0 | 1995_deaths | page |
| 6782358.0 | All_articles_lacking_reliable_references | page |
| 6782358.0 | Articles_lacking_reliable_references_from_November_2021 | page |
| 6782358.0 | Articles_with_specifically_marked_weasel-worded_phrases_from_November_2021 | page |
| 6782358.0 | Foreign_ministers_of_Nigeria | page |
| 6782365.0 | Unprintworthy_redirects | page |
| 6782381.0 | Engineering_and_technology_good_articles | page |
| 6782381.0 | GA-Class_Road_transport_articles | page |
| 6782381.0 | GA-Class_U.S._road_transport_articles | page |
| 6782381.0 | GA-Class_United_States_articles | page |
| 6782381.0 | GA-Class_United_States_articles_of_Low-importance | page |
| 6782381.0 | GA-Class_Washington_articles | page |
| 6782381.0 | GA-Class_Washington_road_transport_articles | page |
| 6782381.0 | Low-importance_United_States_articles | page |
| 6782381.0 | Low-importance_Washington_articles | page |
| 6782381.0 | Mid-importance_Road_transport_articles | page |
| 6782381.0 | Mid-importance_U.S._road_transport_articles | page |
| 6782381.0 | Mid-importance_Washington_road_transport_articles | page |
| 6782381.0 | Washington_road_transport_articles | page |
| 6782381.0 | WikiProject_United_States_articles | page |
| 6782381.0 | WikiProject_Washington_articles | page |
| 6782381.0 | Wikipedia_CD_Selection-GAs | page |
| 6782381.0 | Wikipedia_good_articles | page |
| 6782390.0 | All_article_disambiguation_pages | page |
| 6782390.0 | All_disambiguation_pages | page |
| 6782390.0 | Disambiguation_pages | page |
| 6782390.0 | Disambiguation_pages_with_short_descriptions | page |
| 6782390.0 | Short_description_is_different_from_Wikidata | page |
| 6782394.0 | Exercise_equipment | page |
| 6782395.0 | Articles_with_BNF_identifiers | page |
| 6782395.0 | Articles_with_SUDOC_identifiers | page |
| 6782395.0 | Articles_with_VIAF_identifiers | page |
| 6782395.0 | Articles_with_WORLDCATID_identifiers | page |
| 6782395.0 | Articles_with_short_description | page |
| 6782395.0 | Coordinates_on_Wikidata | page |
| 6782395.0 | Former_commune_communities_of_Vosges | page |
| 6782395.0 | Pages_using_infobox_settlement_with_no_coordinates | page |
| 6782395.0 | Pages_using_infobox_settlement_with_no_map | page |
| 6782395.0 | Pages_with_non-numeric_formatnum_arguments | page |
| 6782395.0 | Short_description_is_different_from_Wikidata | page |
| 6782398.0 | 1997_albums | page |
| 6782398.0 | Album_articles_lacking_alt_text_for_covers | page |
| 6782398.0 | Albums_recorded_at_Chung_King_Studios | page |
| 6782398.0 | Albums_recorded_at_MSR_Studios | page |
| 6782398.0 | Articles_with_MusicBrainz_release_group_identifiers | page |
| 6782398.0 | Articles_with_hAudio_microformats | page |
| 6782398.0 | Articles_with_short_description | page |
| 6782398.0 | CS1_German-language_sources_(de) | page |
| 6782398.0 | CS1_Japanese-language_sources_(ja) | page |
| 6782398.0 | CS1_maint:_others_in_cite_AV_media_(notes) | page |
| 6782398.0 | East_West_Records_albums | page |
| 6782398.0 | Elektra_Records_albums | page |
| 6782398.0 | Museums_in_popular_culture | page |
| 6782398.0 | Short_description_is_different_from_Wikidata | page |
| 6782398.0 | Towa_Tei_albums | page |
| 6782402.0 | All_stub_articles | page |
| 6782402.0 | Articles_with_'species'_microformats | page |
| 6782402.0 | Articles_with_short_description | page |
| 6782402.0 | Commons_category_link_is_on_Wikidata | page |
| 6782402.0 | Flora_of_Argentina | page |
| 6782402.0 | Flora_of_Europe | page |
| 6782402.0 | Flora_of_New_Zealand | page |
| 6782402.0 | Flora_of_Norfolk_Island | page |
| 6782402.0 | Flora_of_Russia | page |
| 6782402.0 | Flora_of_Siberia | page |
| 6782402.0 | Flora_of_Uruguay | page |
| 6782402.0 | Galium | page |
| 6782402.0 | Plants_described_in_1753 | page |
| 6782402.0 | Rubioideae_stubs | page |
| 6782402.0 | Short_description_matches_Wikidata | page |
| 6782402.0 | Taxa_named_by_Carl_Linnaeus | page |
| 6782402.0 | Taxonbars_with_30–34_taxon_IDs | page |
| 6782407.0 | 1954_births | page |
| 6782407.0 | Alumni_of_Christ's_College,_Cambridge | page |
| 6782407.0 | Articles_with_short_description | page |
| 6782407.0 | Commanders_of_the_Order_of_the_British_Empire | page |
| 6782407.0 | Directors_of_George_Weston_Limited | page |
| 6782407.0 | English_chief_executives | page |
| 6782407.0 | English_publishers_(people) | page |
| 6782407.0 | Financial_Times_people | page |
| 6782407.0 | Living_people | page |
| 6782407.0 | Short_description_matches_Wikidata | page |
| 6782407.0 | Use_British_English_from_February_2015 | page |
| 6782407.0 | Use_dmy_dates_from_February_2015 | page |
| 6782411.0 | 1996_German_television_series_debuts | page |
| 6782411.0 | 2005_German_television_series_endings | page |
| 6782411.0 | German-language_television_shows | page |
| 6782411.0 | German_comedy_television_series | page |
| 6782411.0 | IMDb_ID_same_as_Wikidata | page |
| 6782411.0 | RTL_(German_TV_channel)_original_programming | page |
| 6782411.0 | Use_dmy_dates_from_July_2013 | page |
| 6782416.0 | 1979_debut_singles | page |
| 6782416.0 | 1979_songs | page |
| 6782416.0 | 1980_singles | page |
| 6782416.0 | 1997_singles | page |
| 6782416.0 | 2006_singles | page |
| 6782416.0 | All_Around_the_World_Productions_singles | page |
| 6782416.0 | Articles_with_MusicBrainz_work_identifiers | page |
| 6782416.0 | Articles_with_hAudio_microformats | page |
| 6782416.0 | Articles_with_multiple_identifiers | page |
| 6782416.0 | Articles_with_short_description | page |
| 6782416.0 | CS1_Dutch-language_sources_(nl) | page |
| 6782416.0 | CS1_French-language_sources_(fr) | page |
| 6782416.0 | CS1_German-language_sources_(de) | page |
| 6782416.0 | CS1_maint:_others_in_cite_AV_media_(notes) | page |
| 6782416.0 | Carrere_Records_singles | page |
| 6782416.0 | Certification_Table_Entry_usages_for_France | page |
| 6782416.0 | Certification_Table_Entry_usages_for_United_Kingdom | page |
| 6782416.0 | N-Trance_songs | page |
| 6782416.0 | Number-one_singles_in_Norway | page |
| 6782416.0 | Ottawan_songs | page |
| 6782416.0 | Pages_using_certification_Table_Entry_with_sales_figures | page |
| 6782416.0 | Pages_using_certification_Table_Entry_with_sales_footnote | page |
| 6782416.0 | Short_description_matches_Wikidata | page |
| 6782416.0 | Singlechart_called_without_artist | page |
| 6782416.0 | Singlechart_called_without_song | page |
| 6782416.0 | Singlechart_usages_for_Austria | page |
| 6782416.0 | Singlechart_usages_for_Dutch100 | page |
| 6782416.0 | Singlechart_usages_for_Dutch40 | page |
| 6782416.0 | Singlechart_usages_for_Finland | page |
| 6782416.0 | Singlechart_usages_for_Flanders | page |
| 6782416.0 | Singlechart_usages_for_France | page |
| 6782416.0 | Singlechart_usages_for_Ireland2 | page |
| 6782416.0 | Singlechart_usages_for_Norway | page |
| 6782416.0 | Singlechart_usages_for_Scotland | page |
| 6782416.0 | Singlechart_usages_for_Switzerland | page |
| 6782416.0 | Singlechart_usages_for_UK | page |
| 6782416.0 | Singlechart_usages_for_UKdance | page |
| 6782416.0 | Singlechart_usages_for_United_Kingdom | page |
| 6782416.0 | Singlechart_usages_for_West_Germany | page |
| 6782416.0 | Songs_about_disco | page |
| 6782416.0 | Songs_written_by_Daniel_Vangarde | page |
| 6782416.0 | Songs_written_by_Jean_Kluger | page |
| 6782416.0 | Universal_Music_Group_singles | page |
| 6782416.0 | Use_dmy_dates_from_December_2013 | page |
| 6782419.0 | Shared_IP_addresses_from_educational_institutions | page |
| 6782421.0 | 1926_births | page |
| 6782421.0 | 2012_deaths | page |
| 6782421.0 | All_BLP_articles_lacking_sources | page |
| 6782421.0 | All_stub_articles | page |
| 6782421.0 | Alumni_of_the_University_of_Glasgow | page |
| 6782421.0 | Articles_with_short_description | page |
| 6782421.0 | BLP_articles_lacking_sources_from_November_2010 | page |
| 6782421.0 | CMS_Grammar_School,_Lagos_alumni | page |
| 6782421.0 | EngvarB_from_July_2022 | page |
| 6782421.0 | Foreign_ministers_of_Nigeria | page |
| 6782421.0 | International_Olympic_Committee_members | page |
| 6782421.0 | Nigerian_generals | page |
| 6782421.0 | Nigerian_military_doctors | page |
| 6782421.0 | Nigerian_politician_stubs | page |
| 6782421.0 | People_from_Kaduna | page |
| 6782421.0 | Short_description_matches_Wikidata | page |
| 6782421.0 | Use_dmy_dates_from_July_2022 | page |
| 6782421.0 | Yoruba_physicians | page |
| 6782421.0 | Yoruba_politicians | page |
| 6782422.0 | 1990_establishments_in_Uttar_Pradesh | page |
| 6782422.0 | All_Wikipedia_articles_written_in_Indian_English | page |
| 6782422.0 | All_articles_with_bare_URLs_for_citations | page |
| 6782422.0 | Articles_with_PDF_format_bare_URLs_for_citations | page |
| 6782422.0 | Articles_with_bare_URLs_for_citations_from_June_2022 | page |
| 6782422.0 | Articles_with_short_description | page |
| 6782422.0 | Development_finance_institutions | page |
| 6782422.0 | Financial_services_companies_of_India | page |
| 6782422.0 | Government_agencies_established_in_1990 | page |
| 6782422.0 | Microfinance_in_India | page |
| 6782422.0 | Short_description_is_different_from_Wikidata | page |
| 6782422.0 | Small-scale_industry_in_India | page |
| 6782422.0 | Use_Indian_English_from_January_2016 | page |
| 6782422.0 | Use_dmy_dates_from_January_2016 | page |
| 6782422.0 | Wikipedia_articles_with_possible_conflicts_of_interest_from_June_2018 | page |
| 6782423.0 | 1945_births | page |
| 6782423.0 | All_articles_with_unsourced_statements | page |
| 6782423.0 | Articles_with_unsourced_statements_from_December_2017 | page |
| 6782423.0 | CS1_maint:_bot:_original_URL_status_unknown | page |
| 6782423.0 | Living_people | page |
| 6782423.0 | Mayors_of_places_in_New_Jersey | page |
| 6782423.0 | People_from_Brooklyn | page |
| 6782423.0 | People_from_Fanwood,_New_Jersey | page |
| 6782423.0 | Saint_Elizabeth_University_alumni | page |
| 6782423.0 | Women_mayors_of_places_in_New_Jersey | page |
| 6782430.0 | 1930s_sailboat_type_designs | page |
| 6782430.0 | All_Wikipedia_articles_written_in_American_English | page |
| 6782430.0 | Articles_with_short_description | page |
| 6782430.0 | Commons_category_link_from_Wikidata | page |
| 6782430.0 | Keelboats | page |
| 6782430.0 | Sailboat_type_designs_by_C._Raymond_Hunt_Associates | page |
| 6782430.0 | Sailboat_types_built_by_Cape_Cod_Shipbuilding | page |
| 6782430.0 | Sailboat_types_built_by_George_Lawley_&_Son | page |
| 6782430.0 | Sailboat_types_built_by_Graves_Yacht_Yard | page |
| 6782430.0 | Sailboat_types_built_by_New_Holland_Marine_Group | page |
| 6782430.0 | Sailboat_types_built_by_W._D._Schock_Corp | page |
| 6782430.0 | Sailing_yachts | page |
| 6782430.0 | Short_description_matches_Wikidata | page |
| 6782430.0 | Two-person_sailboats | page |
| 6782430.0 | Use_American_English_from_November_2020 | page |
| 6782430.0 | Use_dmy_dates_from_November_2020 | page |
| 6782436.0 | Printworthy_redirects | page |
| 6782436.0 | Redirects_from_alternative_scientific_names_of_plants | page |
| 6782441.0 | AC_with_0_elements | page |
| 6782441.0 | All_articles_with_unsourced_statements | page |
| 6782441.0 | Articles_with_short_description | page |
| 6782441.0 | Articles_with_unsourced_statements_from_December_2019 | page |
| 6782441.0 | Climate_change_organizations_based_in_the_United_States | page |
| 6782441.0 | Organizations_established_in_2019 | page |
| 6782441.0 | Short_description_matches_Wikidata | page |
| 6782445.0 | Printworthy_redirects | page |
| 6782445.0 | Redirects_to_scientific_names_of_plants | page |
| 6782446.0 | Wikipedians_who_use_RC_script | page |
| 6782447.0 | 1927_births | page |
| 6782447.0 | 2005_deaths | page |
| 6782447.0 | 20th-century_Nigerian_medical_doctors | page |
| 6782447.0 | Ahmadu_Bello_University_faculty | page |
| 6782447.0 | Alumni_of_the_University_of_Liverpool | page |
| 6782447.0 | Alumni_of_the_University_of_London | page |
| 6782447.0 | CS1_maint:_url-status | page |
| 6782447.0 | Foreign_ministers_of_Nigeria | page |
| 6782447.0 | National_Party_of_Nigeria_politicians | page |
| 6782447.0 | Nigerian_Christians | page |
| 6782447.0 | Nigerian_expatriate_academics_in_the_United_States | page |
| 6782447.0 | People_from_Kaduna_State | page |
| 6782447.0 | Permanent_Representatives_of_Nigeria_to_the_United_Nations | page |
| 6782447.0 | University_of_Ibadan_alumni | page |
| 6782447.0 | University_of_Lagos_faculty | page |
| 6782447.0 | University_of_Rochester_faculty | page |
| 6782450.0 | Printworthy_redirects | page |
| 6782450.0 | Redirects_to_scientific_names_of_plants | page |
| 6782452.0 | Apache_httpd_modules | page |
| 6782452.0 | Articles_with_underscores_in_the_title | page |
| 6782457.0 | All_Wikipedia_articles_written_in_American_English | page |
| 6782457.0 | Articles_with_short_description | page |
| 6782457.0 | Coordinates_on_Wikidata | page |
| 6782457.0 | New_Jersey_District_Factor_Group_FG | page |
| 6782457.0 | School_districts_in_Monmouth_County,_New_Jersey | page |
| 6782457.0 | Short_description_matches_Wikidata | page |
| 6782457.0 | Use_American_English_from_June_2020 | page |
| 6782457.0 | Use_mdy_dates_from_June_2020 | page |
| 6782457.0 | West_Long_Branch,_New_Jersey | page |
| 6782460.0 | All_BLP_articles_lacking_sources | page |
| 6782460.0 | All_articles_covered_by_WikiProject_Wikify | page |
| 6782460.0 | All_articles_with_bare_URLs_for_citations | page |
| 6782460.0 | Articles_containing_Arabic-language_text | page |
| 6782460.0 | Articles_covered_by_WikiProject_Wikify_from_September_2022 | page |
| 6782460.0 | Articles_needing_cleanup_from_September_2022 | page |
| 6782460.0 | Articles_with_ISNI_identifiers | page |
| 6782460.0 | Articles_with_J9U_identifiers | page |
| 6782460.0 | Articles_with_LCCN_identifiers | page |
| 6782460.0 | Articles_with_VIAF_identifiers | page |
| 6782460.0 | Articles_with_WORLDCATID_identifiers | page |
| 6782460.0 | Articles_with_bare_URLs_for_citations_from_September_2022 | page |
| 6782460.0 | Articles_with_short_description | page |
| 6782460.0 | BLP_articles_lacking_sources_from_February_2014 | page |
| 6782460.0 | Living_people | page |
| 6782460.0 | Palestinian_Christians | page |
| 6782460.0 | Palestinian_activists | page |
| 6782460.0 | People_from_Beit_Sahour | page |
| 6782460.0 | Short_description_is_different_from_Wikidata | page |
| 6782460.0 | YMCA_leaders | page |
| 6782460.0 | Year_of_birth_missing_(living_people) | page |
| 6782467.0 | All_articles_lacking_reliable_references | page |
| 6782467.0 | All_stub_articles | page |
| 6782467.0 | Articles_lacking_reliable_references_from_July_2008 | page |
| 6782467.0 | Bluegrass_music | page |
| 6782467.0 | Music_festivals_in_California | page |
| 6782467.0 | Music_organization_stubs | page |
| 6782467.0 | Music_organizations_based_in_the_United_States | page |
| 6782467.0 | Organizations_based_in_San_Francisco | page |
| 6782470.0 | All_articles_needing_additional_references | page |
| 6782470.0 | All_articles_with_unsourced_statements | page |
| 6782470.0 | Articles_needing_additional_references_from_May_2013 | page |
| 6782470.0 | Articles_with_unsourced_statements_from_January_2014 | page |
| 6782470.0 | Civil_procedure | page |
| 6782470.0 | Forensic_psychology | page |
| 6782470.0 | Juries | page |
| 6782470.0 | Psychological_methodology | page |
| 6782470.0 | Sociology_of_law | page |
| 6782470.0 | Webarchive_template_wayback_links | page |
| 6782473.0 | 1981_establishments_in_Alberta | page |
| 6782473.0 | All_articles_lacking_in-text_citations | page |
| 6782473.0 | Articles_lacking_in-text_citations_from_February_2013 | page |
| 6782473.0 | Articles_with_short_description | page |
| 6782473.0 | Commons_link_is_the_pagename | page |
| 6782473.0 | Foreign_policy_and_strategy_think_tanks | page |
| 6782473.0 | Short_description_matches_Wikidata | page |
| 6782473.0 | Think_tanks_established_in_1981 | page |
| 6782473.0 | University_of_Calgary | page |
| 6782474.0 | 1929_births | page |
| 6782474.0 | 20th-century_Indian_judges | page |
| 6782474.0 | 20th-century_Indian_lawyers | page |
| 6782474.0 | AC_with_0_elements | page |
| 6782474.0 | All_Wikipedia_articles_written_in_Indian_English | page |
| 6782474.0 | Articles_with_short_description | page |
| 6782474.0 | CS1_maint:_archived_copy_as_title | page |
| 6782474.0 | Chief_justices_of_India | page |
| 6782474.0 | Judges_of_the_Karnataka_High_Court | page |
| 6782474.0 | Karnataka_politicians | page |
| 6782474.0 | Living_people | page |
| 6782474.0 | Madhva_Brahmins | page |
| 6782474.0 | Recipients_of_the_Padma_Vibhushan_in_public_affairs | page |
| 6782474.0 | Recipients_of_the_Rajyotsava_Award_2014 | page |
| 6782474.0 | Short_description_matches_Wikidata | page |
| 6782474.0 | Telugu_people | page |
| 6782474.0 | University_Law_College,_Bangalore_University_alumni | page |
| 6782474.0 | University_of_Mysore_alumni | page |
| 6782474.0 | Use_Indian_English_from_August_2015 | page |
| 6782474.0 | Use_dmy_dates_from_August_2015 | page |
| 6782474.0 | Webarchive_template_wayback_links | page |
| 6782477.0 | C-Class_Higher_education_articles | page |
| 6782477.0 | C-Class_Hospital_articles | page |
| 6782477.0 | C-Class_New_York_(state)_articles | page |
| 6782477.0 | C-Class_Western_New_York_articles | page |
| 6782477.0 | Low-importance_Western_New_York_articles | page |
| 6782477.0 | Mid-importance_Hospital_articles | page |
| 6782477.0 | Unknown-importance_New_York_(state)_articles | page |
| 6782477.0 | WikiProject_Higher_education_articles | page |
| 6782477.0 | WikiProject_Hospitals_articles | page |
| 6782477.0 | WikiProject_Western_New_York | page |
| 6782478.0 | Shared_IP_addresses_from_educational_institutions | page |
| 6782479.0 | All_stub_articles | page |
| 6782479.0 | Catholic_University_of_America | page |
| 6782479.0 | Christian_studies_book_stubs | page |
| 6782479.0 | Oriental_Orthodoxy | page |
| 6782479.0 | Oriental_Orthodoxy_stubs | page |
| 6782479.0 | Publications_of_patristic_texts | page |
| 6782479.0 | Semitic_language_stubs | page |
| 6782479.0 | Series_of_books | page |
| 6782479.0 | Texts_in_Syriac | page |
| 6782484.0 | Redirects_from_songs | page |
| 6782484.0 | Redirects_to_sections | page |
| 6782484.0 | Unprintworthy_redirects | page |
| 6782488.0 | Avoided_double_redirects | page |
| 6782488.0 | Redirects_from_unnecessary_disambiguation | page |
| 6782488.0 | Unprintworthy_redirects | page |
| 6782493.0 | Album_covers | file |
| 6782493.0 | All_non-free_media | file |
| 6782493.0 | Big_Black_album_covers | file |
| 6782493.0 | Files_with_no_machine-readable_author | file |
| 6782493.0 | Noindexed_pages | file |
| 6782493.0 | Wikipedia_non-free_files_with_NFUR_stated | file |
| 6782493.0 | Wikipedia_non-free_files_with_valid_backlink | file |
| 6782496.0 | 2000_AD_comic_strips | page |
| 6782496.0 | All_stub_articles | page |
| 6782496.0 | British_comics | page |
| 6782496.0 | British_comics_stubs | page |
| 6782496.0 | Comics_by_John_Wagner | page |
| 6782496.0 | Judge_Dredd_characters | page |
| 6782496.0 | Use_dmy_dates_from_September_2019 | page |
| 6782502.0 | All_WikiProject_Molecular_Biology_articles | page |
| 6782502.0 | Low-importance_chemicals_articles | page |
| 6782502.0 | Mid-importance_Genetics_articles | page |
| 6782502.0 | Mid-importance_MCB_articles | page |
| 6782502.0 | Stub-Class_Genetics_articles | page |
| 6782502.0 | Stub-Class_MCB_articles | page |
| 6782502.0 | Stub-Class_Molecular_Biology_articles | page |
| 6782502.0 | Stub-Class_chemicals_articles | page |
| 6782502.0 | Unknown-importance_Molecular_Biology_articles | page |
| 6782502.0 | WikiProject_Genetics_articles | page |
| 6782502.0 | WikiProject_Molecular_and_Cellular_Biology_articles | page |
| 6782503.0 | Redirects_from_songs | page |
| 6782503.0 | Unprintworthy_redirects | page |
| 6782506.0 | All_free_media | file |
| 6782506.0 | Copy_to_Wikimedia_Commons_(bot-assessed) | file |
| 6782506.0 | Files_with_no_machine-readable_author | file |
| 6782506.0 | Files_with_no_machine-readable_description | file |
| 6782506.0 | Files_with_no_machine-readable_source | file |
| 6782506.0 | Hidden_templates_using_styles | file |
| 6782506.0 | Images_in_the_public_domain_in_the_United_States | file |
| 6782506.0 | Public_domain_art | file |
| 6782506.0 | Wikipedia_orphaned_files | file |
| 6782508.0 | All_free_media | file |
| 6782508.0 | Copy_to_Wikimedia_Commons_(bot-assessed) | file |
| 6782508.0 | Creative_Commons_Attribution-ShareAlike_3.0_files | file |
| 6782508.0 | Files_with_no_machine-readable_author | file |
| 6782508.0 | Files_with_no_machine-readable_description | file |
| 6782508.0 | Files_with_no_machine-readable_source | file |
| 6782508.0 | GFDL_files_with_disclaimers | file |
| 6782508.0 | Hidden_templates_using_styles | file |
| 6782508.0 | Self-published_work | file |
| 6782508.0 | Wikipedia_license_migration_completed | file |
| 6782508.0 | Wikipedia_orphaned_files | file |
| 6782513.0 | 1969_births | page |
| 6782513.0 | All_articles_with_dead_external_links | page |
| 6782513.0 | American_football_wide_receivers | page |
| 6782513.0 | Arizona_Cardinals_players | page |
| 6782513.0 | Articles_with_dead_external_links_from_March_2021 | page |
| 6782513.0 | Articles_with_short_description | page |
| 6782513.0 | Infobox_NFL_biography_articles_with_old_NFL.com_URL | page |
| 6782513.0 | Living_people | page |
| 6782513.0 | Miami_Dolphins_players | page |
val rowsToSave = spark.sql("SELECT cl_from, cl_to, cl_type FROM categorylinks WHERE (cl_from IS NOT NULL) AND (cl_to IS NOT NULL) AND (cl_type IS NOT NULL) AND (_corrupt_record IS NULL)")
rowsToSave.write.saveAsTable("enwiki_categorylinks")
rowsToSave: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 1 more field]
Loading of the Wikipedia data
This is very nearly just a copy of the 02 notebook that loaded the pages.
As a first step, we download the .sql file:
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
FileUtils.copyURLToFile(new URL("https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-category.sql.gz"), new File("/tmp/enwiki-latest-category.sql.gz"))
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
Having done this, we first unzip the file, and then move the file from local storage to the DBFS:
gzip -d /tmp/enwiki-latest-category.sql.gz
mv file:/tmp/enwiki-latest-category.sql /enwiki-latest-category.sql
res1: Boolean = true
Having gotten the data onto the DBFS, we can now read it into Spark:
val rawSQLdump = spark.read.textFile("/enwiki-latest-category.sql")
rawSQLdump: org.apache.spark.sql.Dataset[String] = [value: string]
The first fortyone lines are setting up the database, then we get a lot of very long INSERT INTO lines with many many entries being inserted.
println(rawSQLdump.take(41).mkString("\n"))
-- MySQL dump 10.19 Distrib 10.3.34-MariaDB, for debian-linux-gnu (x86_64)
--
-- Host: db1106 Database: enwiki
-- ------------------------------------------------------
-- Server version 10.4.25-MariaDB-log
/*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */;
/*!40101 SET @OLD_CHARACTER_SET_RESULTS=@@CHARACTER_SET_RESULTS */;
/*!40101 SET @OLD_COLLATION_CONNECTION=@@COLLATION_CONNECTION */;
/*!40101 SET NAMES utf8mb4 */;
/*!40103 SET @OLD_TIME_ZONE=@@TIME_ZONE */;
/*!40103 SET TIME_ZONE='+00:00' */;
/*!40014 SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0 */;
/*!40014 SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */;
/*!40101 SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */;
/*!40111 SET @OLD_SQL_NOTES=@@SQL_NOTES, SQL_NOTES=0 */;
--
-- Table structure for table `category`
--
DROP TABLE IF EXISTS `category`;
/*!40101 SET @saved_cs_client = @@character_set_client */;
/*!40101 SET character_set_client = utf8 */;
CREATE TABLE `category` (
`cat_id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`cat_title` varbinary(255) NOT NULL DEFAULT '',
`cat_pages` int(11) NOT NULL DEFAULT 0,
`cat_subcats` int(11) NOT NULL DEFAULT 0,
`cat_files` int(11) NOT NULL DEFAULT 0,
PRIMARY KEY (`cat_id`),
UNIQUE KEY `cat_title` (`cat_title`),
KEY `cat_pages` (`cat_pages`)
) ENGINE=InnoDB AUTO_INCREMENT=248914087 DEFAULT CHARSET=binary ROW_FORMAT=COMPRESSED;
/*!40101 SET character_set_client = @saved_cs_client */;
--
-- Dumping data for table `category`
--
/*!40000 ALTER TABLE `category` DISABLE KEYS */;
The remaining rows look something like this, except much much longer:
println(rawSQLdump.take(42)(41).substring(0,244) + ",...," + rawSQLdump.take(42)(41).substring(rawSQLdump.take(42)(41).length()-81, rawSQLdump.take(42)(41).length()))
INSERT INTO `category` VALUES (2,'Unprintworthy_redirects',1545623,20,0),(3,'Computer_storage_devices',89,11,0),(7,'Unknown-importance_Animation_articles',279,21,0),(8,'Low-importance_Animation_articles',14235,21,0),(9,'Vietnam_stubs',303,10,0),...,(33807,'440s',18,16,0),(33808,'440s_BC',16,13,0),(33809,'440s_BC_births',16,1,0);
Next up, let us strip out the INSERT INTO bit and the initial and final parentheses, then split at each ),(, so that we get each entry as its own string.
val pageDataRows = rawSQLdump.filter(x => x.startsWith("INSERT INTO"))
.flatMap(x => x.substring(31, x.length()-2).split("""\),\("""))
pageDataRows: org.apache.spark.sql.Dataset[String] = [value: string]
So now our data looks like this:
println(pageDataRows.take(10).mkString("\n"))
2,'Unprintworthy_redirects',1545623,20,0
3,'Computer_storage_devices',89,11,0
7,'Unknown-importance_Animation_articles',279,21,0
8,'Low-importance_Animation_articles',14235,21,0
9,'Vietnam_stubs',303,10,0
10,'Rivers_of_Vietnam',103,3,0
12,'All_articles_with_unsourced_statements',472556,0,0
14,'Wikipedia_articles_needing_clarification',195,195,0
15,'Articles_needing_additional_references_from_January_2008',1237,0,0
16,'Comedy',96,29,0
This table is of quite modest size - only 2.2 million rows.
pageDataRows.count()
res18: Long = 2207725
The above looks a whole lot like a CSV file, doesn't it? Let's write it to file as such. Note that we write it as text instead of as CSV because our data is in the format of a single string per row.
pageDataRows.toDF().write.mode("overwrite").text("/WikipediaData/enwiki-category.csv")
Now we want to read this back in, but with the right schema and column names and so on. So we start by creating the schema. In order to be sure that all the rows got parsed correctly, we add an extra column named _corrupt_record, which will get the raw CSV text whenever it couldn't be parsed right, and otherwise be set to NULL.
import org.apache.spark.sql.types._
// Start by creating a case class of a row entry:
case class WikiCategory(cat_id:Int,
cat_title:String,
cat_pages:Int,
cat_subcats:Int,
cat_files:Int)
// then we generate a schema object from the case class: (code copypasted from here: https://sparkbyexamples.com/spark/convert-case-class-to-spark-schema/)
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
val pageSchema = ScalaReflection.schemaFor[WikiCategory].dataType.asInstanceOf[StructType].add("_corrupt_record", StringType, true)
import org.apache.spark.sql.types._
defined class WikiCategory
import org.apache.spark.sql.catalyst.ScalaReflection
import org.apache.spark.sql.types.StructType
pageSchema: org.apache.spark.sql.types.StructType = StructType(StructField(cat_id,IntegerType,false),StructField(cat_title,StringType,true),StructField(cat_pages,IntegerType,false),StructField(cat_subcats,IntegerType,false),StructField(cat_files,IntegerType,false),StructField(_corrupt_record,StringType,true))
Then we read it back in with the schema we just created:
val readFromCSV = spark.read
.options(Map("quote" -> "'", "mode" -> "PERMISSIVE", "columnNameOfCorruptRecord" -> "_corrupt_record"))
.schema(pageSchema)
.csv("/WikipediaData/enwiki-category.csv")
readFromCSV: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 4 more fields]
Let's have a look at what we just created:
display(readFromCSV)
| cat_id | cat_title | cat_pages | cat_subcats | cat_files | _corrupt_record |
|---|---|---|---|---|---|
| 2.0 | Unprintworthy_redirects | 1545623.0 | 20.0 | 0.0 | null |
| 3.0 | Computer_storage_devices | 89.0 | 11.0 | 0.0 | null |
| 7.0 | Unknown-importance_Animation_articles | 279.0 | 21.0 | 0.0 | null |
| 8.0 | Low-importance_Animation_articles | 14235.0 | 21.0 | 0.0 | null |
| 9.0 | Vietnam_stubs | 303.0 | 10.0 | 0.0 | null |
| 10.0 | Rivers_of_Vietnam | 103.0 | 3.0 | 0.0 | null |
| 12.0 | All_articles_with_unsourced_statements | 472556.0 | 0.0 | 0.0 | null |
| 14.0 | Wikipedia_articles_needing_clarification | 195.0 | 195.0 | 0.0 | null |
| 15.0 | Articles_needing_additional_references_from_January_2008 | 1237.0 | 0.0 | 0.0 | null |
| 16.0 | Comedy | 96.0 | 29.0 | 0.0 | null |
| 17.0 | Sociolinguistics | 255.0 | 30.0 | 0.0 | null |
| 18.0 | Figures_of_speech | 132.0 | 13.0 | 0.0 | null |
| 20.0 | NASCAR_teams | 130.0 | 3.0 | 0.0 | null |
| 21.0 | Muhammad_Ali | 19.0 | 4.0 | 0.0 | null |
| 22.0 | Politics_and_government_work_group_articles | 236015.0 | 4.0 | 0.0 | null |
| 23.0 | Wikipedia_requested_photographs_of_politicians_and_government-people | 11918.0 | 1.0 | 0.0 | null |
| 24.0 | Stub-Class_biography_(politics_and_government)_articles | 123773.0 | 0.0 | 0.0 | null |
| 26.0 | Stub-Class_biography_articles | 1039170.0 | 10.0 | 0.0 | null |
| 27.0 | Unassessed_biography_articles | 47285.0 | 10.0 | 0.0 | null |
| 29.0 | High-importance_Animation_articles | 279.0 | 21.0 | 0.0 | null |
| 31.0 | AfD_debates | 479.0 | 12.0 | 0.0 | null |
| 32.0 | Articles_with_unsourced_statements | 200.0 | 194.0 | 0.0 | null |
| 35.0 | Self-published_work | 106467.0 | 1.0 | 106465.0 | null |
| 36.0 | Geography | 102.0 | 37.0 | 0.0 | null |
| 37.0 | Images_without_source | 0.0 | 0.0 | 0.0 | null |
| 38.0 | Candidates_for_speedy_deletion | 17.0 | 2.0 | 0.0 | null |
| 40.0 | All_non-free_media | 711706.0 | 1.0 | 711705.0 | null |
| 41.0 | Wikipedia_requested_photographs_of_sportspeople | 15123.0 | 1.0 | 0.0 | null |
| 42.0 | Thirty_Years'_War | 57.0 | 9.0 | 0.0 | null |
| 44.0 | African-American_history | 80.0 | 33.0 | 1.0 | null |
| 46.0 | History_of_Alabama | 76.0 | 29.0 | 0.0 | null |
| 47.0 | Groups_of_World_War_II | 32.0 | 1.0 | 0.0 | null |
| 48.0 | Congressional_Gold_Medal_recipients | 425.0 | 3.0 | 7.0 | null |
| 49.0 | United_States_Army_officers | 3642.0 | 18.0 | 0.0 | null |
| 50.0 | Tuskegee_University | 27.0 | 7.0 | 0.0 | null |
| 51.0 | Military_units_and_formations_of_the_United_States_in_World_War_II | 15.0 | 7.0 | 0.0 | null |
| 52.0 | People_from_Tuskegee,_Alabama | 56.0 | 2.0 | 0.0 | null |
| 53.0 | Tuskegee_Airmen | 156.0 | 0.0 | 0.0 | null |
| 54.0 | Chinese_Methodists | 12.0 | 3.0 | 0.0 | null |
| 55.0 | Chinese_Protestants | 34.0 | 15.0 | 0.0 | null |
| 56.0 | Shel_Silverstein_songs | 6.0 | 0.0 | 0.0 | null |
| 57.0 | Articles_lacking_sources | 209.0 | 207.0 | 0.0 | null |
| 58.0 | All_articles_lacking_sources | 135448.0 | 0.0 | 0.0 | null |
| 59.0 | Radio_stations_in_Saskatchewan | 41.0 | 7.0 | 0.0 | null |
| 60.0 | Western_Canada_radio_station_stubs | 24.0 | 4.0 | 0.0 | null |
| 61.0 | Saskatchewan_stubs | 94.0 | 5.0 | 0.0 | null |
| 62.0 | Multi-level_marketing | 6.0 | 2.0 | 0.0 | null |
| 64.0 | Filipino_Wikipedians | 725.0 | 3.0 | 0.0 | null |
| 65.0 | Wikipedians_interested_in_mapmaking | 318.0 | 0.0 | 0.0 | null |
| 66.0 | Wikipedians_interested_in_maps | 1245.0 | 1.0 | 0.0 | null |
| 67.0 | Wikipedians_who_listen_to_world_music | 294.0 | 4.0 | 0.0 | null |
| 68.0 | Wikipedians_interested_in_architecture | 997.0 | 2.0 | 0.0 | null |
| 69.0 | Wikipedians_interested_in_art | 997.0 | 17.0 | 0.0 | null |
| 70.0 | Wikipedian_ballroom_dancers | 84.0 | 0.0 | 0.0 | null |
| 71.0 | Wikipedian_dancers | 290.0 | 5.0 | 0.0 | null |
| 72.0 | Brasília | 17.0 | 12.0 | 0.0 | null |
| 74.0 | Sligo | 0.0 | 0.0 | 0.0 | null |
| 75.0 | Puerto_Rican_people | 31.0 | 29.0 | 0.0 | null |
| 77.0 | WikiProject_Canadian_communities_articles | 2.0 | 2.0 | 0.0 | null |
| 78.0 | B-Class_Canadian_communities_articles | 139.0 | 0.0 | 0.0 | null |
| 79.0 | Mid-importance_Canadian_communities_articles | 3425.0 | 0.0 | 0.0 | null |
| 81.0 | Importance_or_significance_not_asserted_pages_for_speedy_deletion | 0.0 | 0.0 | 0.0 | null |
| 82.0 | The_Taming_of_the_Shrew | 8.0 | 1.0 | 0.0 | null |
| 83.0 | Edwards_County,_Kansas | 10.0 | 4.0 | 0.0 | null |
| 86.0 | Unknown-importance_Olympics_articles | 18779.0 | 0.0 | 0.0 | null |
| 87.0 | WikiProject_Olympics_articles | 191404.0 | 2.0 | 0.0 | null |
| 88.0 | Stub-Class_Canadian_communities_articles | 8334.0 | 0.0 | 0.0 | null |
| 89.0 | Articles_lacking_sources_from_December_2007 | 428.0 | 0.0 | 0.0 | null |
| 90.0 | Kingston,_Jamaica | 29.0 | 9.0 | 0.0 | null |
| 94.0 | Wikipedians_interested_in_Japanese_mythology | 40.0 | 1.0 | 0.0 | null |
| 95.0 | WikiProject_Japanese_mythology_members | 21.0 | 0.0 | 0.0 | null |
| 96.0 | WikiProject_Statistics_members | 111.0 | 0.0 | 0.0 | null |
| 98.0 | 1978 | 44.0 | 37.0 | 0.0 | null |
| 102.0 | Musicians_work_group_articles | 163180.0 | 4.0 | 0.0 | null |
| 103.0 | Wikipedia_requested_photographs_of_musicians | 12467.0 | 0.0 | 0.0 | null |
| 104.0 | Start-Class_biography_(musicians)_articles | 69851.0 | 0.0 | 0.0 | null |
| 106.0 | Musicians_work_group_articles_needing_infoboxes | 1277.0 | 0.0 | 0.0 | null |
| 107.0 | Biography_articles_without_infoboxes | 23294.0 | 9.0 | 0.0 | null |
| 108.0 | Start-Class_biography_articles | 667451.0 | 10.0 | 0.0 | null |
| 109.0 | Punk_song_stubs | 68.0 | 0.0 | 0.0 | null |
| 111.0 | Planetary_nebulae | 125.0 | 1.0 | 0.0 | null |
| 112.0 | Methane | 52.0 | 3.0 | 0.0 | null |
| 113.0 | Economy_of_Russia | 93.0 | 22.0 | 0.0 | null |
| 114.0 | Climate_of_Texas | 7.0 | 0.0 | 0.0 | null |
| 115.0 | Transport_in_Burma | 0.0 | 0.0 | 0.0 | null |
| 116.0 | Townships_in_Kansas | 817.0 | 2.0 | 0.0 | null |
| 117.0 | Kansas_geography_stubs | 1027.0 | 6.0 | 0.0 | null |
| 118.0 | Series_of_children's_books | 662.0 | 84.0 | 0.0 | null |
| 121.0 | List-Class_Animation_articles | 1556.0 | 8.0 | 0.0 | null |
| 122.0 | Start-Class_Animation_articles | 7387.0 | 8.0 | 0.0 | null |
| 123.0 | Wikipedia_references_cleanup | 169.0 | 166.0 | 0.0 | null |
| 125.0 | Theorists | 20.0 | 18.0 | 0.0 | null |
| 126.0 | National_lower_houses | 116.0 | 27.0 | 0.0 | null |
| 127.0 | Spoken_articles | 1665.0 | 0.0 | 0.0 | null |
| 128.0 | United_States_House_of_Representatives | 57.0 | 11.0 | 0.0 | null |
| 129.0 | People_by_nationality | 246.0 | 246.0 | 0.0 | null |
| 130.0 | WikiProject_Molecular_and_Cellular_Biology | 17.0 | 7.0 | 0.0 | null |
| 131.0 | Primate_stubs | 44.0 | 3.0 | 0.0 | null |
| 132.0 | Old_World_monkeys | 10.0 | 3.0 | 0.0 | null |
| 133.0 | Fauna_of_Thailand | 17.0 | 7.0 | 0.0 | null |
| 134.0 | Fighter_aircraft | 88.0 | 54.0 | 0.0 | null |
| 135.0 | Transport_in_Croatia | 14.0 | 12.0 | 0.0 | null |
| 136.0 | Requests_for_unblock | 93.0 | 4.0 | 0.0 | null |
| 137.0 | Volcanic_belts | 35.0 | 10.0 | 0.0 | null |
| 139.0 | Transport_in_Denmark | 25.0 | 18.0 | 0.0 | null |
| 140.0 | 2000s_single_stubs | 819.0 | 1.0 | 0.0 | null |
| 141.0 | Canaan | 60.0 | 11.0 | 0.0 | null |
| 142.0 | Women_writers | 12.0 | 11.0 | 0.0 | null |
| 143.0 | Start-Class_biography_(military)_articles | 43358.0 | 0.0 | 0.0 | null |
| 144.0 | Military_biography_work_group_articles | 83368.0 | 5.0 | 0.0 | null |
| 145.0 | Biography_articles_with_listas_parameter | 0.0 | 0.0 | 0.0 | null |
| 147.0 | Stub-Class_biography_(military)_articles | 20981.0 | 0.0 | 0.0 | null |
| 150.0 | Medieval_literature | 292.0 | 27.0 | 0.0 | null |
| 152.0 | Transport_in_Lithuania | 14.0 | 13.0 | 0.0 | null |
| 154.0 | Stub-Class_Animation_articles | 4161.0 | 8.0 | 0.0 | null |
| 156.0 | Articles_for_deletion | 551.0 | 1.0 | 0.0 | null |
| 157.0 | All_articles_to_be_expanded | 70437.0 | 0.0 | 0.0 | null |
| 159.0 | Wikipedian_college_students | 1401.0 | 1.0 | 0.0 | null |
| 160.0 | Images_lacking_a_description | 0.0 | 0.0 | 0.0 | null |
| 161.0 | Uploader_unsure_of_copyright_status | 5.0 | 1.0 | 4.0 | null |
| 164.0 | All_images_with_unknown_copyright_status | 0.0 | 0.0 | 0.0 | null |
| 165.0 | Attack_pages_for_speedy_deletion | 0.0 | 0.0 | 0.0 | null |
| 167.0 | Vietnamese_Confucianists | 41.0 | 0.0 | 0.0 | null |
| 169.0 | Transport_in_Mauritius | 11.0 | 8.0 | 0.0 | null |
| 170.0 | Mountain_biking | 49.0 | 15.0 | 0.0 | null |
| 171.0 | 1939_births | 10840.0 | 0.0 | 0.0 | null |
| 172.0 | Articles_lacking_sources_from_March_2008 | 645.0 | 0.0 | 0.0 | null |
| 173.0 | Living_people | 1049898.0 | 2.0 | 0.0 | null |
| 175.0 | Transport_in_Mozambique | 15.0 | 9.0 | 0.0 | null |
| 176.0 | Lists_of_railway_stations_in_the_United_Kingdom | 27.0 | 1.0 | 0.0 | null |
| 177.0 | North_America | 29.0 | 21.0 | 0.0 | null |
| 178.0 | Non-fiction_writers | 20.0 | 12.0 | 0.0 | null |
| 180.0 | Solid-state_computer_storage_media | 59.0 | 1.0 | 0.0 | null |
| 181.0 | USB | 95.0 | 1.0 | 0.0 | null |
| 182.0 | Subdivisions_of_Kosovo | 7.0 | 4.0 | 0.0 | null |
| 184.0 | Articles_needing_additional_references_from_June_2007 | 603.0 | 0.0 | 0.0 | null |
| 188.0 | Commonwealth_of_Nations | 65.0 | 25.0 | 0.0 | null |
| 189.0 | Political_history_of_Australia | 88.0 | 20.0 | 0.0 | null |
| 190.0 | Political_history_of_Canada | 128.0 | 31.0 | 0.0 | null |
| 191.0 | Political_history_of_the_United_Kingdom | 160.0 | 64.0 | 0.0 | null |
| 192.0 | Stub-Class_biography_(musicians)_articles | 60830.0 | 0.0 | 0.0 | null |
| 193.0 | Odonata | 17.0 | 8.0 | 0.0 | null |
| 194.0 | Companies_based_in_Vancouver | 220.0 | 9.0 | 0.0 | null |
| 196.0 | Video_game_developers | 73.0 | 14.0 | 0.0 | null |
| 197.0 | History_of_the_Kurds | 0.0 | 0.0 | 0.0 | null |
| 198.0 | Torchwood_episodes | 37.0 | 1.0 | 0.0 | null |
| 199.0 | Federal_assistance_in_the_United_States | 81.0 | 5.0 | 0.0 | null |
| 200.0 | Nutrition | 204.0 | 28.0 | 9.0 | null |
| 202.0 | United_States_Department_of_Agriculture | 304.0 | 6.0 | 0.0 | null |
| 203.0 | Transport_in_the_Cayman_Islands | 6.0 | 5.0 | 0.0 | null |
| 204.0 | All_pages_needing_cleanup | 34785.0 | 5.0 | 0.0 | null |
| 206.0 | Military_of_the_United_Kingdom | 127.0 | 60.0 | 2.0 | null |
| 207.0 | Start-Class_Canadian_communities_articles | 4008.0 | 0.0 | 0.0 | null |
| 209.0 | Food_and_drink_stubs | 14.0 | 14.0 | 0.0 | null |
| 210.0 | Moons | 39.0 | 17.0 | 1.0 | null |
| 211.0 | Miscellaneous_pages_for_deletion | 3.0 | 0.0 | 0.0 | null |
| 212.0 | 1733_establishments | 10.0 | 10.0 | 0.0 | null |
| 213.0 | 1776_disestablishments | 10.0 | 7.0 | 0.0 | null |
| 214.0 | British_North_America | 63.0 | 13.0 | 0.0 | null |
| 216.0 | Former_British_colonies | 11.0 | 8.0 | 0.0 | null |
| 217.0 | History_of_Georgia_(U.S._state) | 108.0 | 41.0 | 0.0 | null |
| 218.0 | Thirteen_Colonies | 28.0 | 8.0 | 0.0 | null |
| 219.0 | Wehrmacht | 63.0 | 12.0 | 0.0 | null |
| 220.0 | Precambrian | 14.0 | 7.0 | 0.0 | null |
| 221.0 | Start-Class_United_States_military_history_articles | 30836.0 | 0.0 | 0.0 | null |
| 222.0 | United_States_military_history_task_force_articles | 74074.0 | 3.0 | 0.0 | null |
| 223.0 | Start-Class_American_Civil_War_articles | 6567.0 | 0.0 | 0.0 | null |
| 224.0 | American_Civil_War_task_force_articles | 13078.0 | 3.0 | 0.0 | null |
| 225.0 | Start-Class_military_history_articles | 100531.0 | 2.0 | 0.0 | null |
| 226.0 | Military_history_articles_with_incomplete_B-Class_checklists | 0.0 | 0.0 | 0.0 | null |
| 227.0 | Literature_stubs | 132.0 | 24.0 | 0.0 | null |
| 228.0 | Transport_in_the_Netherlands_Antilles | 3.0 | 2.0 | 0.0 | null |
| 230.0 | Top_Gear | 39.0 | 3.0 | 0.0 | null |
| 231.0 | Wikipedia_cleanup | 41.0 | 20.0 | 0.0 | null |
| 232.0 | Stubs | 1.0 | 0.0 | 0.0 | null |
| 233.0 | Articles_needing_additional_references_from_September_2007 | 729.0 | 0.0 | 0.0 | null |
| 235.0 | Transport_in_Vanuatu | 7.0 | 5.0 | 0.0 | null |
| 236.0 | Sumer | 53.0 | 13.0 | 0.0 | null |
| 237.0 | Sumerian_cities | 33.0 | 6.0 | 0.0 | null |
| 239.0 | New_York_City_Department_of_Education | 36.0 | 3.0 | 0.0 | null |
| 240.0 | Screenshots_of_television | 16234.0 | 24.0 | 16210.0 | null |
| 241.0 | Al_Gore | 49.0 | 4.0 | 0.0 | null |
| 243.0 | American_male_singers | 1474.0 | 15.0 | 0.0 | null |
| 244.0 | Pakistani_names | 103.0 | 8.0 | 0.0 | null |
| 246.0 | Punjabi_tribes | 168.0 | 16.0 | 0.0 | null |
| 247.0 | Edina,_Minnesota | 15.0 | 3.0 | 0.0 | null |
| 249.0 | Agriculture | 140.0 | 42.0 | 0.0 | null |
| 250.0 | Molecular_physics | 90.0 | 10.0 | 0.0 | null |
| 251.0 | Wikipedia_controversial_topics | 3500.0 | 3.0 | 0.0 | null |
| 253.0 | Sony_Computer_Entertainment | 0.0 | 0.0 | 0.0 | null |
| 254.0 | Redirects_from_merges | 58346.0 | 4.0 | 0.0 | null |
| 256.0 | Leicester_City_F.C. | 28.0 | 9.0 | 2.0 | null |
| 257.0 | English_football_club_stubs | 88.0 | 2.0 | 0.0 | null |
| 258.0 | Bosnian_and_Herzegovinian_sportspeople | 0.0 | 0.0 | 0.0 | null |
| 259.0 | Bosnia_and_Herzegovina_sportspeople | 11.0 | 8.0 | 0.0 | null |
| 260.0 | Articles_that_include_images_for_deletion | 2.0 | 2.0 | 0.0 | null |
| 261.0 | Logging | 87.0 | 8.0 | 0.0 | null |
| 263.0 | Great_Western_Railway_locomotives | 191.0 | 12.0 | 0.0 | null |
| 265.0 | Chinese_Confucianists | 105.0 | 2.0 | 0.0 | null |
| 266.0 | Copyright_violations_for_speedy_deletion | 0.0 | 0.0 | 0.0 | null |
| 267.0 | Articles_lacking_sources_from_February_2008 | 426.0 | 0.0 | 0.0 | null |
| 268.0 | Ben_10 | 31.0 | 2.0 | 0.0 | null |
| 269.0 | Dessert_stubs | 538.0 | 2.0 | 0.0 | null |
| 270.0 | Cookies | 134.0 | 6.0 | 0.0 | null |
| 271.0 | Republican_Party_(United_States)_organizations | 85.0 | 4.0 | 0.0 | null |
| 273.0 | Biography_articles_of_living_people | 1099347.0 | 1.0 | 0.0 | null |
| 274.0 | Politics_and_government_work_group_articles_needing_infoboxes | 4394.0 | 0.0 | 0.0 | null |
| 275.0 | Biography_articles_without_listas_parameter | 333.0 | 0.0 | 0.0 | null |
| 278.0 | Ceramic_materials | 130.0 | 5.0 | 0.0 | null |
| 279.0 | 1980s_novel_stubs | 392.0 | 10.0 | 0.0 | null |
| 280.0 | Novel_stubs | 100.0 | 37.0 | 0.0 | null |
| 281.0 | Water_parks | 31.0 | 5.0 | 0.0 | null |
| 282.0 | Special_Operations_Executive | 63.0 | 3.0 | 0.0 | null |
| 283.0 | Theories | 66.0 | 11.0 | 0.0 | null |
| 284.0 | Greece | 20.0 | 16.0 | 0.0 | null |
| 285.0 | Wikipedians_interested_in_video_games | 1772.0 | 22.0 | 0.0 | null |
| 287.0 | Wikipedians_interested_in_law | 1300.0 | 11.0 | 0.0 | null |
| 288.0 | Wikipedians_interested_in_law_enforcement | 19.0 | 3.0 | 0.0 | null |
| 289.0 | Wikipedians_interested_in_politics | 3351.0 | 33.0 | 0.0 | null |
| 290.0 | Wikipedians_with_JD_degrees | 179.0 | 0.0 | 0.0 | null |
| 292.0 | 2008_albums | 3063.0 | 11.0 | 0.0 | null |
| 293.0 | Articles_needing_additional_references_from_February_2008 | 1058.0 | 0.0 | 0.0 | null |
| 294.0 | Political_science_terms | 0.0 | 0.0 | 0.0 | null |
| 295.0 | Political_theories | 333.0 | 53.0 | 0.0 | null |
| 296.0 | Politics_of_Scotland | 98.0 | 25.0 | 0.0 | null |
| 298.0 | Articles_with_topics_of_unclear_notability | 179.0 | 179.0 | 0.0 | null |
| 300.0 | Arctic_Monkeys | 14.0 | 5.0 | 0.0 | null |
| 301.0 | American_businesspeople | 1313.0 | 20.0 | 0.0 | null |
| 302.0 | National_Basketball_Association_executives | 119.0 | 5.0 | 0.0 | null |
| 304.0 | San_Antonio_Spurs | 25.0 | 9.0 | 0.0 | null |
| 305.0 | Seattle_SuperSonics | 21.0 | 9.0 | 0.0 | null |
| 306.0 | Year_of_birth_missing_(living_people) | 148543.0 | 0.0 | 0.0 | null |
| 307.0 | People_from_Chaco_Province | 12.0 | 5.0 | 0.0 | null |
| 308.0 | Argentine_footballers | 5842.0 | 4.0 | 0.0 | null |
| 310.0 | Arsenal_de_Sarandí_footballers | 345.0 | 0.0 | 0.0 | null |
| 311.0 | Cienciano_footballers | 180.0 | 0.0 | 0.0 | null |
| 312.0 | Ayyubid_dynasty | 16.0 | 8.0 | 0.0 | null |
| 313.0 | Goldfish_breeds | 28.0 | 0.0 | 0.0 | null |
| 314.0 | WikiProject_Chad_articles | 2471.0 | 2.0 | 0.0 | null |
| 315.0 | Stub-Class_Chad_articles | 946.0 | 0.0 | 0.0 | null |
| 316.0 | Unknown-importance_Chad_articles | 958.0 | 0.0 | 0.0 | null |
| 317.0 | Stub-Class_Africa_articles | 59570.0 | 2.0 | 0.0 | null |
| 318.0 | Unknown-importance_Africa_articles | 40366.0 | 2.0 | 0.0 | null |
| 319.0 | Stub-Class_African_military_history_articles | 1052.0 | 0.0 | 0.0 | null |
| 320.0 | African_military_history_task_force_articles | 8328.0 | 2.0 | 0.0 | null |
| 321.0 | Stub-Class_military_history_articles | 25029.0 | 2.0 | 0.0 | null |
| 322.0 | Structure_of_the_Earth | 67.0 | 9.0 | 0.0 | null |
| 323.0 | Electromagnetic_spectrum | 40.0 | 10.0 | 0.0 | null |
| 324.0 | Waves | 104.0 | 12.0 | 0.0 | null |
| 326.0 | Latin_language | 80.0 | 20.0 | 0.0 | null |
| 327.0 | Ancient_languages | 26.0 | 17.0 | 0.0 | null |
| 328.0 | Fusional_languages | 43.0 | 7.0 | 0.0 | null |
| 329.0 | Languages_of_Italy | 43.0 | 11.0 | 0.0 | null |
| 330.0 | Languages_of_Vatican_City | 7.0 | 2.0 | 0.0 | null |
| 331.0 | Latino-Faliscan_languages | 8.0 | 2.0 | 0.0 | null |
| 332.0 | All_That | 19.0 | 3.0 | 0.0 | null |
| 333.0 | The_War_of_the_Worlds | 9.0 | 2.0 | 0.0 | null |
| 336.0 | Anime_and_manga_characters_with_superhuman_strength | 109.0 | 1.0 | 0.0 | null |
| 337.0 | Anime_and_manga_martial_artists | 0.0 | 0.0 | 0.0 | null |
| 339.0 | English_women_writers | 414.0 | 7.0 | 0.0 | null |
| 340.0 | Semi-protected_templates | 0.0 | 0.0 | 0.0 | null |
| 341.0 | User_warning_templates | 331.0 | 8.0 | 0.0 | null |
| 342.0 | New_Zealand_Confucianists | 1.0 | 0.0 | 0.0 | null |
| 343.0 | Free-to-air | 61.0 | 0.0 | 0.0 | null |
| 344.0 | 2008_deaths | 8528.0 | 4.0 | 0.0 | null |
| 345.0 | Album_covers | 194252.0 | 4.0 | 194247.0 | null |
| 346.0 | Rhine_basin | 65.0 | 48.0 | 0.0 | null |
| 347.0 | Valdosta,_Georgia | 18.0 | 3.0 | 0.0 | null |
| 348.0 | National_Invitation_Tournament | 92.0 | 2.0 | 0.0 | null |
| 349.0 | Ghosts | 83.0 | 4.0 | 0.0 | null |
| 350.0 | Aer_Lingus | 12.0 | 1.0 | 2.0 | null |
| 351.0 | Deuteromycota | 11.0 | 0.0 | 0.0 | null |
| 352.0 | Fascism | 87.0 | 23.0 | 0.0 | null |
| 353.0 | 2006_Atlantic_hurricane_season | 12.0 | 0.0 | 0.0 | null |
| 354.0 | New_Zealand_people_by_religion | 14.0 | 14.0 | 0.0 | null |
| 355.0 | Confucianists_by_nationality | 10.0 | 10.0 | 0.0 | null |
| 356.0 | .NET_programming_languages | 36.0 | 1.0 | 0.0 | null |
| 357.0 | English_early_modern_theatre_companies | 23.0 | 1.0 | 0.0 | null |
| 358.0 | All_articles_proposed_for_deletion | 153.0 | 0.0 | 0.0 | null |
| 360.0 | Brand_name_food_products_stubs | 419.0 | 0.0 | 0.0 | null |
| 361.0 | Brand_name_snack_foods | 183.0 | 20.0 | 0.0 | null |
| 364.0 | Certification_marks | 93.0 | 5.0 | 0.0 | null |
| 365.0 | Energy_in_the_United_States | 78.0 | 18.0 | 0.0 | null |
| 366.0 | Product_certification | 58.0 | 8.0 | 0.0 | null |
| 367.0 | United_States_Environmental_Protection_Agency | 89.0 | 4.0 | 0.0 | null |
| 368.0 | United_States_environmental_law | 0.0 | 0.0 | 0.0 | null |
| 370.0 | South_Africa_geography_stubs | 52.0 | 11.0 | 0.0 | null |
| 371.0 | Capitals_in_Europe | 107.0 | 55.0 | 0.0 | null |
| 372.0 | Capitals_in_Asia | 129.0 | 58.0 | 0.0 | null |
| 375.0 | Uncategorized_pages | 744.0 | 3.0 | 0.0 | null |
| 376.0 | Slovakia | 18.0 | 15.0 | 0.0 | null |
| 377.0 | Monroe,_Louisiana | 17.0 | 5.0 | 0.0 | null |
| 378.0 | Croatian_football_biography_stubs | 150.0 | 5.0 | 0.0 | null |
| 379.0 | 1958_births | 14421.0 | 0.0 | 0.0 | null |
| 380.0 | Croatian_footballers | 1680.0 | 4.0 | 0.0 | null |
| 382.0 | 1982_FIFA_World_Cup_players | 526.0 | 0.0 | 0.0 | null |
| 385.0 | Cercle_Brugge_K.S.V._players | 373.0 | 0.0 | 0.0 | null |
| 386.0 | All_articles_needing_copy_edit | 1925.0 | 0.0 | 0.0 | null |
| 387.0 | Articles_lacking_reliable_references_from_August_2007 | 111.0 | 0.0 | 0.0 | null |
| 388.0 | Articles_that_need_to_differentiate_between_fact_and_fiction | 194.0 | 194.0 | 0.0 | null |
| 390.0 | DC_Comics_titles | 477.0 | 27.0 | 0.0 | null |
| 391.0 | Teen_Titans | 9.0 | 4.0 | 0.0 | null |
| 393.0 | Articles_that_need_to_be_wikified | 0.0 | 0.0 | 0.0 | null |
| 394.0 | Articles_with_peacock_terms | 156.0 | 156.0 | 0.0 | null |
| 395.0 | Screen_actor_stubs | 34.0 | 10.0 | 0.0 | null |
| 396.0 | Gang_films | 4.0 | 4.0 | 0.0 | null |
| 398.0 | Elk_County,_Kansas | 11.0 | 6.0 | 0.0 | null |
| 399.0 | G8 | 0.0 | 0.0 | 0.0 | null |
| 400.0 | Materialism | 55.0 | 10.0 | 0.0 | null |
| 401.0 | Buenos_Aires | 53.0 | 19.0 | 2.0 | null |
| 402.0 | Administrative_backlog | 18.0 | 6.0 | 0.0 | null |
| 403.0 | Stub-Class_United_States_military_history_articles | 6719.0 | 0.0 | 0.0 | null |
| 404.0 | Stub-Class_American_Civil_War_articles | 1761.0 | 0.0 | 0.0 | null |
| 405.0 | Candidates_for_speedy_deletion_by_user | 1.0 | 1.0 | 0.0 | null |
| 406.0 | Star_Fleet_Universe | 14.0 | 1.0 | 0.0 | null |
| 407.0 | Star_Trek_templates | 44.0 | 1.0 | 0.0 | null |
| 408.0 | Wikipedia_templates_for_deletion | 0.0 | 0.0 | 0.0 | null |
| 410.0 | Articles_lacking_sources_from_March_2007 | 555.0 | 0.0 | 0.0 | null |
| 411.0 | Rivers_of_Ecuador | 88.0 | 2.0 | 0.0 | null |
| 412.0 | Rivers_of_Peru | 130.0 | 3.0 | 0.0 | null |
| 414.0 | Bosnian_and_Herzegovinian_martial_artists | 0.0 | 0.0 | 0.0 | null |
| 415.0 | Bosnia_and_Herzegovina_martial_artists | 11.0 | 11.0 | 0.0 | null |
| 416.0 | School_districts_in_Georgia_(U.S._state) | 188.0 | 3.0 | 3.0 | null |
| 417.0 | Columbia_County,_Georgia | 9.0 | 6.0 | 0.0 | null |
| 419.0 | Radio_stations_in_Montana | 262.0 | 8.0 | 0.0 | null |
| 420.0 | Radio_station_logos | 7732.0 | 3.0 | 7729.0 | null |
| 421.0 | Elephants | 69.0 | 16.0 | 0.0 | null |
| 422.0 | Fauna_of_Angola | 14.0 | 3.0 | 0.0 | null |
| 423.0 | Fauna_of_Burkina_Faso | 9.0 | 3.0 | 0.0 | null |
| 424.0 | Fauna_of_Ethiopia | 46.0 | 5.0 | 0.0 | null |
| 425.0 | Fauna_of_Namibia | 37.0 | 5.0 | 0.0 | null |
| 426.0 | Fauna_of_South_Africa | 72.0 | 8.0 | 0.0 | null |
| 427.0 | Fauna_of_Sudan | 11.0 | 5.0 | 0.0 | null |
| 428.0 | Fauna_of_Tanzania | 83.0 | 5.0 | 0.0 | null |
| 429.0 | Fauna_of_West_Africa | 20.0 | 20.0 | 0.0 | null |
| 430.0 | Fauna_of_Zambia | 51.0 | 4.0 | 0.0 | null |
| 431.0 | Fauna_of_the_Democratic_Republic_of_the_Congo | 28.0 | 4.0 | 0.0 | null |
| 432.0 | Fauna_of_the_Republic_of_the_Congo | 63.0 | 3.0 | 0.0 | null |
| 433.0 | Fauna_of_the_Sahara | 39.0 | 2.0 | 0.0 | null |
| 434.0 | Mammals_of_Africa | 78.0 | 23.0 | 0.0 | null |
| 435.0 | Mammals_of_Kenya | 108.0 | 0.0 | 0.0 | null |
| 437.0 | Vulnerable_species | 15.0 | 10.0 | 0.0 | null |
| 438.0 | Australia_stubs | 290.0 | 26.0 | 0.0 | null |
| 439.0 | United_States_government_images | 1073.0 | 18.0 | 1055.0 | null |
| 441.0 | Economy_of_Poland | 43.0 | 24.0 | 0.0 | null |
| 442.0 | Terminator:_The_Sarah_Connor_Chronicles | 7.0 | 3.0 | 0.0 | null |
| 443.0 | All_dead-end_pages | 1.0 | 0.0 | 0.0 | null |
| 445.0 | Country_radio_stations_in_the_United_States | 1414.0 | 6.0 | 0.0 | null |
| 446.0 | Missoula_County,_Montana | 15.0 | 6.0 | 0.0 | null |
| 447.0 | Montana_radio_station_stubs | 159.0 | 0.0 | 0.0 | null |
| 449.0 | Republika_Srpska | 32.0 | 17.0 | 0.0 | null |
| 450.0 | Subdivisions_of_Bosnia_and_Herzegovina | 13.0 | 7.0 | 0.0 | null |
| 452.0 | WikiProject_Radio_Stations | 4.0 | 2.0 | 0.0 | null |
| 453.0 | Stub-Class_Montana_articles | 2752.0 | 0.0 | 0.0 | null |
| 454.0 | History_of_North_America | 74.0 | 35.0 | 0.0 | null |
| 455.0 | Flora_of_Cambodia | 102.0 | 3.0 | 0.0 | null |
| 456.0 | Post-apocalyptic_fiction | 48.0 | 16.0 | 0.0 | null |
| 458.0 | Low-importance_plant_articles | 81288.0 | 1.0 | 0.0 | null |
| 461.0 | Albinism | 18.0 | 5.0 | 0.0 | null |
| 462.0 | American_college_basketball_templates | 33.0 | 3.0 | 0.0 | null |
| 463.0 | Acronyms | 64.0 | 3.0 | 0.0 | null |
| 465.0 | Anti-communism | 143.0 | 31.0 | 0.0 | null |
| 469.0 | Cold_War_treaties | 121.0 | 39.0 | 0.0 | null |
| 470.0 | Foreign_relations_of_the_Soviet_Union | 163.0 | 36.0 | 0.0 | null |
| 471.0 | International_military_organizations | 39.0 | 6.0 | 0.0 | null |
| 473.0 | Military_alliances | 17.0 | 2.0 | 0.0 | null |
| 475.0 | NATO | 64.0 | 19.0 | 0.0 | null |
| 476.0 | Organisations_based_in_Belgium | 30.0 | 12.0 | 1.0 | null |
| 477.0 | Organizations_established_in_1949 | 155.0 | 15.0 | 0.0 | null |
| 478.0 | Supraorganizations | 101.0 | 19.0 | 0.0 | null |
| 479.0 | Wikipedia_articles_in_need_of_updating | 175.0 | 175.0 | 0.0 | null |
| 480.0 | Serial_killer_films | 21.0 | 9.0 | 0.0 | null |
| 481.0 | Country_radio_stations_in_Canada | 128.0 | 0.0 | 0.0 | null |
| 482.0 | Hentai | 28.0 | 9.0 | 0.0 | null |
| 483.0 | Mid-importance_Mountain_articles | 2455.0 | 0.0 | 0.0 | null |
| 484.0 | Low-importance_Mountain_articles | 29415.0 | 0.0 | 0.0 | null |
| 485.0 | Autobiographical_articles | 169.0 | 169.0 | 0.0 | null |
| 490.0 | Surenos | 0.0 | 0.0 | 0.0 | null |
| 491.0 | The_Bold_and_the_Beautiful | 4.0 | 2.0 | 0.0 | null |
| 492.0 | Tragulidae | 0.0 | 0.0 | 0.0 | null |
| 493.0 | Polish_language | 49.0 | 17.0 | 0.0 | null |
| 495.0 | 2007_singles | 2012.0 | 1.0 | 0.0 | null |
| 497.0 | Sum_41_songs | 39.0 | 0.0 | 0.0 | null |
| 498.0 | Thrones | 20.0 | 1.0 | 0.0 | null |
| 499.0 | Trinidadian_and_Tobagonian_martial_artists | 0.0 | 0.0 | 0.0 | null |
| 500.0 | Trinidad_and_Tobago_martial_artists | 9.0 | 9.0 | 0.0 | null |
| 501.0 | Algiers | 30.0 | 14.0 | 0.0 | null |
| 502.0 | Unassessed_biography_(musicians)_articles | 4828.0 | 0.0 | 0.0 | null |
| 504.0 | Food_ingredient_stubs | 142.0 | 1.0 | 0.0 | null |
| 505.0 | 1863_births | 3169.0 | 0.0 | 0.0 | null |
| 506.0 | 1900_deaths | 1969.0 | 2.0 | 0.0 | null |
| 507.0 | American_folklore | 286.0 | 31.0 | 0.0 | null |
| 508.0 | Disasters_in_Mississippi | 7.0 | 4.0 | 0.0 | null |
| 509.0 | People_from_Missouri | 111.0 | 13.0 | 0.0 | null |
| 510.0 | People_in_rail_transport | 22.0 | 14.0 | 0.0 | null |
| 512.0 | Railway_accidents_in_the_United_States | 0.0 | 0.0 | 0.0 | null |
| 513.0 | Canadian_indie_rock_groups | 354.0 | 0.0 | 0.0 | null |
| 516.0 | Swindon_Town_F.C. | 28.0 | 7.0 | 9.0 | null |
| 520.0 | 2006_albums | 3202.0 | 11.0 | 0.0 | null |
| 522.0 | Stillste_Stund_albums | 6.0 | 0.0 | 0.0 | null |
| 524.0 | Start-Class_language_articles | 3627.0 | 0.0 | 0.0 | null |
| 526.0 | Maximum_Ride | 10.0 | 0.0 | 0.0 | null |
| 527.0 | Biography_(musicians)_articles_by_quality | 20.0 | 18.0 | 0.0 | null |
| 530.0 | Habits | 34.0 | 5.0 | 0.0 | null |
| 531.0 | Personal_development | 112.0 | 19.0 | 0.0 | null |
| 532.0 | Self | 83.0 | 12.0 | 0.0 | null |
| 535.0 | G-Unit_Records_albums | 12.0 | 1.0 | 0.0 | null |
| 536.0 | G-Unit_albums | 7.0 | 0.0 | 0.0 | null |
| 537.0 | Carthage | 70.0 | 10.0 | 0.0 | null |
| 538.0 | 1936_births | 10149.0 | 0.0 | 0.0 | null |
| 539.0 | 2002_deaths | 6800.0 | 4.0 | 0.0 | null |
| 540.0 | American_children's_writers | 2006.0 | 12.0 | 0.0 | null |
| 541.0 | Antioch_College_alumni | 263.0 | 0.0 | 0.0 | null |
| 543.0 | Edgar_Award_winners | 395.0 | 1.0 | 0.0 | null |
| 544.0 | Laura_Ingalls_Wilder_Medal_winners | 21.0 | 0.0 | 0.0 | null |
| 545.0 | MacArthur_Fellows | 1068.0 | 0.0 | 0.0 | null |
| 546.0 | Newbery_Medal_winners | 95.0 | 0.0 | 0.0 | null |
| 547.0 | People_from_Yellow_Springs,_Ohio | 46.0 | 0.0 | 0.0 | null |
| 550.0 | Available_translators_in_Wikipedia | 175.0 | 167.0 | 0.0 | null |
| 551.0 | Translators_pt-en | 111.0 | 0.0 | 0.0 | null |
| 552.0 | University_of_Ottawa | 45.0 | 5.0 | 2.0 | null |
| 555.0 | All_orphaned_articles | 80822.0 | 0.0 | 0.0 | null |
| 556.0 | Articles_lacking_reliable_references_from_March_2008 | 352.0 | 0.0 | 0.0 | null |
| 557.0 | American_screen_actor,_1920s_birth_stubs | 67.0 | 0.0 | 0.0 | null |
| 558.0 | YouTube_videos | 5.0 | 5.0 | 0.0 | null |
| 559.0 | YouTube | 93.0 | 11.0 | 0.0 | null |
| 560.0 | Wikipedia_style_guidelines | 6.0 | 2.0 | 0.0 | null |
| 561.0 | Austrian_literature | 34.0 | 14.0 | 0.0 | null |
| 562.0 | Austrian_novels | 51.0 | 9.0 | 0.0 | null |
| 563.0 | Naruto_characters | 20.0 | 1.0 | 0.0 | null |
| 564.0 | Ancient_Roman_people_stubs | 454.0 | 2.0 | 0.0 | null |
| 565.0 | Ancient_Roman_women | 10.0 | 10.0 | 0.0 | null |
| 566.0 | Kosher_food | 68.0 | 11.0 | 0.0 | null |
| 569.0 | Companies_based_in_Redmond,_Washington | 29.0 | 1.0 | 0.0 | null |
| 570.0 | Companies_established_in_1889 | 17.0 | 15.0 | 0.0 | null |
| 572.0 | Companies_listed_on_the_Frankfurt_Stock_Exchange | 107.0 | 1.0 | 0.0 | null |
| 573.0 | Companies_listed_on_the_Tokyo_Stock_Exchange | 571.0 | 32.0 | 0.0 | null |
| 574.0 | Companies_of_Japan | 35.0 | 25.0 | 0.0 | null |
| 575.0 | Entertainment_Software_Association | 7.0 | 1.0 | 0.0 | null |
| 577.0 | Nintendo | 58.0 | 22.0 | 0.0 | null |
| 578.0 | Video_game_publishers | 627.0 | 56.0 | 0.0 | null |
| 584.0 | Coastal_cities | 0.0 | 0.0 | 0.0 | null |
| 585.0 | Comarques_of_the_Valencian_Community | 73.0 | 36.0 | 0.0 | null |
| 586.0 | Former_national_capitals | 110.0 | 26.0 | 0.0 | null |
| 588.0 | Port_cities_and_towns_in_Spain | 4.0 | 3.0 | 0.0 | null |
| 589.0 | Port_cities_of_the_Mediterranean_Sea | 31.0 | 23.0 | 0.0 | null |
| 590.0 | Roman_sites_in_Spain | 67.0 | 7.0 | 0.0 | null |
| 592.0 | Valencia | 22.0 | 13.0 | 1.0 | null |
| 593.0 | WikiProject_Geography_of_Canada_articles | 2.0 | 2.0 | 0.0 | null |
| 594.0 | B-Class_Geography_of_Canada_articles | 246.0 | 0.0 | 0.0 | null |
| 595.0 | Mid-importance_Geography_of_Canada_articles | 3851.0 | 0.0 | 0.0 | null |
| 596.0 | B-Class_Canada-related_articles | 2623.0 | 0.0 | 0.0 | null |
| 597.0 | Mid-importance_Canada-related_articles | 12819.0 | 0.0 | 0.0 | null |
| 598.0 | Good_article_nominees | 547.0 | 6.0 | 0.0 | null |
| 601.0 | Psychological_theories | 202.0 | 14.0 | 0.0 | null |
| 603.0 | Unassessed_rail_transport_articles | 2197.0 | 6.0 | 0.0 | null |
| 604.0 | Unknown-importance_rail_transport_articles | 8466.0 | 3.0 | 0.0 | null |
| 605.0 | Unassessed_UK_Railways_articles | 20.0 | 0.0 | 0.0 | null |
| 606.0 | Unknown-importance_UK_Railways_articles | 132.0 | 0.0 | 0.0 | null |
| 607.0 | Rail_transport_articles_needing_images | 0.0 | 0.0 | 0.0 | null |
| 608.0 | Bangladesh | 23.0 | 19.0 | 0.0 | null |
| 609.0 | Guelph,_Ontario | 0.0 | 0.0 | 0.0 | null |
| 610.0 | 1981_births | 16452.0 | 0.0 | 0.0 | null |
| 612.0 | African-American_actors | 49.0 | 5.0 | 0.0 | null |
| 613.0 | African-American_singers | 14.0 | 9.0 | 0.0 | null |
| 614.0 | American_Idol_participants | 389.0 | 1.0 | 0.0 | null |
| 616.0 | American_dance_musicians | 545.0 | 2.0 | 0.0 | null |
| 617.0 | American_film_actors | 70.0 | 9.0 | 0.0 | null |
| 618.0 | American_rhythm_and_blues_singers | 433.0 | 5.0 | 0.0 | null |
| 619.0 | BAFTA_winners_(people) | 278.0 | 27.0 | 0.0 | null |
| 620.0 | Best_Supporting_Actress_Academy_Award_winners | 86.0 | 1.0 | 0.0 | null |
| 621.0 | Best_Supporting_Actress_Golden_Globe_(film)_winners | 76.0 | 1.0 | 0.0 | null |
| 623.0 | Shared_IP_addresses | 0.0 | 0.0 | 0.0 | null |
| 624.0 | Articles_lacking_reliable_references_from_January_2008 | 231.0 | 0.0 | 0.0 | null |
| 625.0 | Wikipedia_introduction_cleanup | 162.0 | 162.0 | 0.0 | null |
| 626.0 | WikiProject_Museums_members | 76.0 | 0.0 | 0.0 | null |
| 630.0 | Suez_Canal | 59.0 | 5.0 | 0.0 | null |
| 631.0 | Arts_and_entertainment_work_group_articles | 182819.0 | 8.0 | 0.0 | null |
| 632.0 | Wikipedia_requested_photographs_of_artists_and_entertainers | 14069.0 | 2.0 | 0.0 | null |
| 633.0 | Stub-Class_biography_(arts_and_entertainment)_articles | 74012.0 | 0.0 | 0.0 | null |
| 636.0 | Chinese_words_and_phrases | 173.0 | 13.0 | 0.0 | null |
| 637.0 | Condiments | 147.0 | 19.0 | 0.0 | null |
| 638.0 | Indonesian_words_and_phrases | 50.0 | 2.0 | 0.0 | null |
| 639.0 | Malay_words_and_phrases | 38.0 | 0.0 | 0.0 | null |
| 640.0 | Tomato_products | 13.0 | 2.0 | 0.0 | null |
| 641.0 | Golfers_by_nationality | 87.0 | 87.0 | 0.0 | null |
| 642.0 | Trinidadian_and_Tobagonian_sportspeople | 0.0 | 0.0 | 0.0 | null |
| 643.0 | Botanical_gardens_in_North_Carolina | 28.0 | 1.0 | 0.0 | null |
| 645.0 | People_from_Lima | 440.0 | 1.0 | 0.0 | null |
| 646.0 | Sporting_Cristal_footballers | 319.0 | 0.0 | 0.0 | null |
| 647.0 | Racing_de_Santander_footballers | 0.0 | 0.0 | 0.0 | null |
| 648.0 | Philippines_geography_stubs | 512.0 | 7.0 | 0.0 | null |
| 649.0 | Stub-Class_Evolutionary_biology_articles | 138.0 | 0.0 | 0.0 | null |
| 650.0 | Low-importance_Evolutionary_biology_articles | 616.0 | 0.0 | 0.0 | null |
| 651.0 | WikiProject_Evolutionary_biology_articles | 1370.0 | 4.0 | 0.0 | null |
| 652.0 | Continents | 44.0 | 21.0 | 0.0 | null |
| 653.0 | Regions_of_the_Americas | 22.0 | 16.0 | 0.0 | null |
| 654.0 | MicroProse | 7.0 | 2.0 | 0.0 | null |
| 655.0 | MicroProse_games | 111.0 | 3.0 | 0.0 | null |
| 656.0 | Companies_established_in_1982 | 114.0 | 21.0 | 0.0 | null |
| 657.0 | 1953_births | 14062.0 | 0.0 | 0.0 | null |
| 658.0 | American_poets | 257.0 | 24.0 | 0.0 | null |
| 659.0 | Children's_writers | 23.0 | 13.0 | 0.0 | null |
| 661.0 | People_from_Fresno,_California | 154.0 | 6.0 | 0.0 | null |
| 662.0 | University_of_California,_Riverside_faculty | 196.0 | 0.0 | 0.0 | null |
| 663.0 | Writers_of_young_adult_literature | 31.0 | 6.0 | 0.0 | null |
| 664.0 | Exopedianist_Wikipedians | 191.0 | 0.0 | 0.0 | null |
| 665.0 | Immediatist_Wikipedians | 108.0 | 0.0 | 0.0 | null |
| 666.0 | Incrementalist_Wikipedians | 137.0 | 0.0 | 0.0 | null |
| 667.0 | Separatist_Wikipedians | 35.0 | 0.0 | 0.0 | null |
| 668.0 | Structurist_Wikipedians | 160.0 | 0.0 | 0.0 | null |
| 669.0 | Led_Zeppelin | 40.0 | 9.0 | 0.0 | null |
| 671.0 | Firelighting | 23.0 | 7.0 | 0.0 | null |
| 674.0 | 2003_novels | 154.0 | 16.0 | 0.0 | null |
| 675.0 | Fantasy_novels | 35.0 | 13.0 | 0.0 | null |
| 677.0 | Young_adult_novels | 82.0 | 11.0 | 0.0 | null |
| 679.0 | Yosemite_National_Park | 128.0 | 7.0 | 0.0 | null |
| 680.0 | Peru_international_footballers | 425.0 | 4.0 | 0.0 | null |
| 681.0 | Jewish_boxers | 129.0 | 1.0 | 0.0 | null |
| 682.0 | Wikipedia_requested_photographs_of_military-people | 8707.0 | 0.0 | 0.0 | null |
| 683.0 | Champ_Car | 36.0 | 12.0 | 0.0 | null |
| 684.0 | Botanist_stubs | 303.0 | 4.0 | 0.0 | null |
| 685.0 | Articles_to_be_merged | 27.0 | 27.0 | 0.0 | null |
| 686.0 | Articles_lacking_sources_from_September_2007 | 209.0 | 0.0 | 0.0 | null |
| 687.0 | History_of_Pakistan | 230.0 | 17.0 | 0.0 | null |
| 688.0 | History_of_Sindh | 139.0 | 17.0 | 0.0 | null |
| 691.0 | Ancient_Greek_theatre | 84.0 | 9.0 | 0.0 | null |
| 692.0 | Ancient_Greek_dramatists_and_playwrights | 101.0 | 5.0 | 0.0 | null |
| 693.0 | DC_Comics_superhero_teams | 134.0 | 11.0 | 0.0 | null |
| 696.0 | Redundant_infobox_title_param | 2396.0 | 0.0 | 0.0 | null |
| 697.0 | History_of_Sudan | 122.0 | 28.0 | 0.0 | null |
| 698.0 | Articles_needing_additional_references_from_May_2007 | 515.0 | 0.0 | 0.0 | null |
| 699.0 | WikiProject_Jazz_articles | 33101.0 | 7.0 | 0.0 | null |
| 700.0 | YMCA | 42.0 | 5.0 | 0.0 | null |
| 701.0 | Geology_stubs | 540.0 | 17.0 | 0.0 | null |
| 703.0 | Singaporean_Confucianists | 3.0 | 0.0 | 0.0 | null |
| 704.0 | WikiProject_Articles_for_creation_participants | 0.0 | 0.0 | 0.0 | null |
| 705.0 | 2000s_heavy_metal_album_stubs | 616.0 | 7.0 | 0.0 | null |
| 706.0 | Articles_needing_additional_references_from_March_2008 | 1140.0 | 0.0 | 0.0 | null |
| 707.0 | American_Idol | 32.0 | 8.0 | 0.0 | null |
| 708.0 | Start-Class_biography_(arts_and_entertainment)_articles | 75457.0 | 0.0 | 0.0 | null |
| 710.0 | One_Life_to_Live_characters | 101.0 | 3.0 | 0.0 | null |
| 711.0 | One_Life_to_Live | 23.0 | 2.0 | 0.0 | null |
| 712.0 | Single_stubs | 11.0 | 9.0 | 0.0 | null |
| 713.0 | Peruvian_footballers | 782.0 | 4.0 | 0.0 | null |
| 714.0 | Peruvian_football_biography_stubs | 184.0 | 4.0 | 0.0 | null |
| 716.0 | Science_stubs | 197.0 | 27.0 | 0.0 | null |
| 717.0 | Wikipedia_articles_needing_context | 124.0 | 124.0 | 0.0 | null |
| 718.0 | Khazars | 38.0 | 8.0 | 0.0 | null |
| 719.0 | Singaporean_people_by_religion | 10.0 | 10.0 | 0.0 | null |
| 721.0 | 2003_disestablishments | 26.0 | 24.0 | 0.0 | null |
| 722.0 | Aaliyah | 10.0 | 5.0 | 0.0 | null |
| 723.0 | The_Rolling_Stones | 57.0 | 10.0 | 1.0 | null |
| 724.0 | Energy_templates | 35.0 | 6.0 | 0.0 | null |
| 725.0 | Template-Class_Environment_articles | 139.0 | 0.0 | 0.0 | null |
| 726.0 | WikiProject_Environment | 26.0 | 8.0 | 0.0 | null |
| 727.0 | Speakers_of_the_United_States_House_of_Representatives | 62.0 | 5.0 | 0.0 | null |
| 728.0 | Wonder_Woman | 23.0 | 6.0 | 0.0 | null |
| 729.0 | 1873_births | 3865.0 | 0.0 | 0.0 | null |
| 730.0 | 1944_deaths | 5083.0 | 2.0 | 0.0 | null |
| 731.0 | French_physicists | 290.0 | 17.0 | 0.0 | null |
| 732.0 | French_scientist_stubs | 298.0 | 5.0 | 0.0 | null |
| 733.0 | The_Pendragon_Adventure | 10.0 | 0.0 | 0.0 | null |
| 734.0 | Singapore | 19.0 | 16.0 | 0.0 | null |
| 735.0 | English_musical_groups | 17.0 | 10.0 | 0.0 | null |
| 737.0 | Food_law | 94.0 | 12.0 | 0.0 | null |
| 738.0 | Jewish_law_and_rituals | 126.0 | 28.0 | 3.0 | null |
| 739.0 | 2008_songs | 2618.0 | 0.0 | 0.0 | null |
| 741.0 | 2008_singles | 1981.0 | 1.0 | 0.0 | null |
| 742.0 | Construction_and_civil_engineering_companies_of_the_United_States | 268.0 | 5.0 | 0.0 | null |
| 743.0 | Turtles | 22.0 | 16.0 | 0.0 | null |
| 746.0 | Districts_of_Cardiff | 37.0 | 4.0 | 0.0 | null |
| 747.0 | Villages_in_Cardiff | 12.0 | 2.0 | 0.0 | null |
| 748.0 | 1968_births | 14982.0 | 0.0 | 0.0 | null |
| 749.0 | People_from_Essex | 272.0 | 53.0 | 0.0 | null |
| 750.0 | American_rappers | 248.0 | 8.0 | 0.0 | null |
| 752.0 | Mid-importance_Animation_articles | 1100.0 | 21.0 | 0.0 | null |
| 754.0 | All_articles_with_dead_external_links | 259712.0 | 0.0 | 0.0 | null |
| 756.0 | Wikipedia_external_links_cleanup | 110.0 | 110.0 | 0.0 | null |
| 757.0 | Rugs_and_carpets | 92.0 | 13.0 | 0.0 | null |
| 759.0 | Little_Britain_characters | 3.0 | 1.0 | 0.0 | null |
| 760.0 | Independence_movements | 195.0 | 51.0 | 0.0 | null |
| 761.0 | Grayslake,_Illinois | 8.0 | 1.0 | 0.0 | null |
| 762.0 | User_en | 5066.0 | 27.0 | 0.0 | null |
| 763.0 | Australia | 19.0 | 15.0 | 0.0 | null |
| 764.0 | Radio-frequency_identification | 130.0 | 6.0 | 0.0 | null |
| 765.0 | Neptune | 23.0 | 5.0 | 0.0 | null |
| 766.0 | Cold_War_weapons_by_country | 12.0 | 11.0 | 0.0 | null |
| 767.0 | Weapons_of_the_United_States | 40.0 | 24.0 | 0.0 | null |
| 768.0 | Companies_established_in_2005 | 186.0 | 19.0 | 0.0 | null |
| 769.0 | Video_game_company_stubs | 118.0 | 20.0 | 0.0 | null |
| 770.0 | Giza_Plateau | 29.0 | 0.0 | 0.0 | null |
| 771.0 | 1990s_action_films | 203.0 | 25.0 | 0.0 | null |
| 772.0 | 1996_films | 1490.0 | 19.0 | 0.0 | null |
| 774.0 | American_films | 33.0 | 32.0 | 0.0 | null |
| 775.0 | English-language_films | 335.0 | 143.0 | 0.0 | null |
| 776.0 | Estudios_Churubusco_films | 40.0 | 0.0 | 0.0 | null |
| 778.0 | Romantic_drama_films | 8.0 | 7.0 | 0.0 | null |
| 780.0 | Teen_romance_films | 9.0 | 7.0 | 0.0 | null |
| 782.0 | Protected_areas_of_India | 27.0 | 12.0 | 0.0 | null |
| 783.0 | People_from_Morelia | 57.0 | 1.0 | 0.0 | null |
| 784.0 | Loire-Atlantique_geography_stubs | 247.0 | 0.0 | 0.0 | null |
| 785.0 | Pays-de-la-Loire_geography_stubs | 34.0 | 5.0 | 0.0 | null |
| 786.0 | Sexual_selection | 60.0 | 1.0 | 0.0 | null |
| 787.0 | Ecology | 356.0 | 32.0 | 0.0 | null |
| 788.0 | Mating_systems | 26.0 | 5.0 | 0.0 | null |
| 789.0 | Reproduction | 89.0 | 12.0 | 0.0 | null |
| 790.0 | Mating | 45.0 | 5.0 | 0.0 | null |
| 791.0 | The_Veronicas | 10.0 | 3.0 | 0.0 | null |
| 792.0 | PSV_Eindhoven | 25.0 | 8.0 | 3.0 | null |
| 793.0 | Unión_de_Santa_Fe_footballers | 349.0 | 0.0 | 0.0 | null |
| 795.0 | 1893_births | 5370.0 | 0.0 | 0.0 | null |
| 796.0 | 1967_deaths | 4630.0 | 2.0 | 0.0 | null |
| 798.0 | Brooklyn_Robins_players | 237.0 | 0.0 | 0.0 | null |
| 799.0 | St._Louis_Cardinals_players | 1912.0 | 1.0 | 0.0 | null |
| 800.0 | Chicago_Cubs_players | 1958.0 | 3.0 | 0.0 | null |
| 801.0 | Major_League_Baseball_coaches | 23.0 | 10.0 | 0.0 | null |
| 802.0 | Minor_league_baseball_managers | 2250.0 | 67.0 | 0.0 | null |
| 803.0 | Baseball_shortstop_stubs | 155.0 | 1.0 | 0.0 | null |
| 804.0 | Portsmouth_F.C. | 20.0 | 8.0 | 0.0 | null |
| 805.0 | Roman_Catholic_Archdiocese_of_Detroit | 98.0 | 6.0 | 0.0 | null |
| 806.0 | Skateboarding | 64.0 | 13.0 | 0.0 | null |
| 807.0 | Expatriate_footballers_in_Argentina | 1504.0 | 1.0 | 0.0 | null |
| 808.0 | Brighton_&_Hove_Albion_F.C. | 24.0 | 9.0 | 1.0 | null |
| 809.0 | AFC_Cup | 6.0 | 5.0 | 0.0 | null |
| 810.0 | Unassessed_Baseball_articles | 654.0 | 1.0 | 0.0 | null |
| 811.0 | Unknown-importance_Baseball_articles | 8053.0 | 1.0 | 0.0 | null |
| 812.0 | WikiProject_Baseball_articles | 84678.0 | 6.0 | 0.0 | null |
| 813.0 | Microbiology | 176.0 | 23.0 | 0.0 | null |
| 815.0 | Protista | 15.0 | 2.0 | 0.0 | null |
| 816.0 | Wikipedia_basic_information | 81.0 | 6.0 | 0.0 | null |
| 817.0 | Articles_with_dead_external_links | 173.0 | 171.0 | 0.0 | null |
| 818.0 | All_articles_with_broken_or_outdated_citations | 160.0 | 0.0 | 0.0 | null |
| 821.0 | My_Chemical_Romance | 10.0 | 5.0 | 0.0 | null |
| 822.0 | Rongorongo | 29.0 | 1.0 | 14.0 | null |
| 823.0 | 2000s_song_stubs | 146.0 | 7.0 | 0.0 | null |
| 824.0 | 1891_births | 5295.0 | 0.0 | 0.0 | null |
| 825.0 | 1964_deaths | 4346.0 | 2.0 | 0.0 | null |
| 826.0 | Chicago_White_Sox_players | 1840.0 | 1.0 | 0.0 | null |
| 830.0 | Baseball_center_fielder_stubs | 49.0 | 0.0 | 0.0 | null |
| 831.0 | Dance-pop_songs | 659.0 | 34.0 | 0.0 | null |
| 832.0 | Nicole_Scherzinger_songs | 30.0 | 0.0 | 0.0 | null |
| 835.0 | Self-reference | 29.0 | 5.0 | 0.0 | null |
| 836.0 | Articles_needing_additional_references | 205.0 | 204.0 | 0.0 | null |
| 837.0 | 1961_births | 14715.0 | 0.0 | 0.0 | null |
| 841.0 | Olympic_footballers_of_Yugoslavia | 172.0 | 0.0 | 0.0 | null |
| 842.0 | Footballers_at_the_1984_Summer_Olympics | 268.0 | 0.0 | 0.0 | null |
| 843.0 | Olympic_bronze_medalists_for_Yugoslavia | 90.0 | 0.0 | 0.0 | null |
| 844.0 | Croatian_football_managers | 307.0 | 1.0 | 0.0 | null |
| 845.0 | High-importance_Green_Bay_Packers_articles | 166.0 | 0.0 | 0.0 | null |
| 846.0 | Unknown-importance_Green_Bay_Packers_articles | 2.0 | 0.0 | 0.0 | null |
| 847.0 | Thompson-Nicola_Regional_District | 23.0 | 3.0 | 0.0 | null |
| 849.0 | American_tennis_coaches | 205.0 | 2.0 | 0.0 | null |
| 850.0 | Postcolonialism | 69.0 | 9.0 | 0.0 | null |
| 851.0 | Sexual_fetishism | 109.0 | 11.0 | 0.0 | null |
| 853.0 | Buildings_and_structures_in_the_San_Francisco_Bay_Area | 26.0 | 22.0 | 0.0 | null |
| 854.0 | Lighthouses_in_California | 20.0 | 5.0 | 0.0 | null |
| 856.0 | Construction_and_civil_engineering_companies_by_country | 69.0 | 69.0 | 0.0 | null |
| 858.0 | Trinidad_and_Tobago_sportspeople | 11.0 | 11.0 | 0.0 | null |
| 860.0 | Screenshots_of_films | 5083.0 | 8.0 | 5075.0 | null |
| 861.0 | San_Jose_Earthquakes | 28.0 | 9.0 | 1.0 | null |
| 862.0 | 1964_births | 15643.0 | 0.0 | 0.0 | null |
| 863.0 | Swedish_curlers | 7.0 | 7.0 | 0.0 | null |
| 864.0 | Winter_Olympics_medalists | 5.0 | 5.0 | 0.0 | null |
| 865.0 | Curlers_at_the_1998_Winter_Olympics | 77.0 | 0.0 | 0.0 | null |
| 866.0 | Olympic_bronze_medalists_for_Sweden | 466.0 | 0.0 | 0.0 | null |
| 867.0 | Curling_biography_stubs | 173.0 | 17.0 | 0.0 | null |
| 868.0 | Swedish_Olympic_medalist_stubs | 544.0 | 1.0 | 0.0 | null |
| 869.0 | Winter_Olympic_medalist_stubs | 234.0 | 10.0 | 0.0 | null |
| 870.0 | County_Meath | 31.0 | 17.0 | 0.0 | null |
| 871.0 | Articles_with_limited_geographic_scope | 204.0 | 204.0 | 0.0 | null |
| 872.0 | USA-centric | 0.0 | 0.0 | 0.0 | null |
| 873.0 | Father_Ted_characters | 3.0 | 0.0 | 0.0 | null |
| 874.0 | Universitario_de_Deportes_footballers | 0.0 | 0.0 | 0.0 | null |
| 876.0 | Cantonese-language_films | 83.0 | 6.0 | 0.0 | null |
| 877.0 | Exploitation_films | 50.0 | 17.0 | 0.0 | null |
| 878.0 | Erotic_thriller_films | 5.0 | 4.0 | 0.0 | null |
| 879.0 | Articles_lacking_sources_from_January_2008 | 492.0 | 0.0 | 0.0 | null |
| 880.0 | Sweeteners | 0.0 | 0.0 | 0.0 | null |
| 881.0 | Japanese_Confucianists | 38.0 | 0.0 | 0.0 | null |
| 882.0 | High-importance_constructed_language_articles | 37.0 | 0.0 | 0.0 | null |
| 883.0 | Mid-importance_constructed_language_articles | 127.0 | 0.0 | 0.0 | null |
| 884.0 | Croix_de_guerre_recipients | 0.0 | 0.0 | 0.0 | null |
| 885.0 | British_Army_personnel_of_World_War_I | 5783.0 | 5.0 | 0.0 | null |
| 887.0 | Trinidadian_and_Tobagonian_cyclists | 0.0 | 0.0 | 0.0 | null |
| 888.0 | Trinidad_and_Tobago_cyclists | 5.0 | 4.0 | 0.0 | null |
| 890.0 | Kushiel's_Legacy | 7.0 | 0.0 | 0.0 | null |
| 891.0 | Construction_and_civil_engineering_companies | 15.0 | 10.0 | 0.0 | null |
| 893.0 | Moldova | 19.0 | 16.0 | 0.0 | null |
| 895.0 | Wikipedians_interested_in_environmental_science | 1.0 | 0.0 | 0.0 | null |
| 896.0 | Novels_by_Mika_Waltari | 12.0 | 0.0 | 0.0 | null |
| 897.0 | Finnish_novels | 9.0 | 9.0 | 0.0 | null |
| 898.0 | Construction | 196.0 | 38.0 | 0.0 | null |
| 899.0 | Vienna | 22.0 | 18.0 | 0.0 | null |
| 900.0 | Palau | 21.0 | 16.0 | 0.0 | null |
| 903.0 | Church_stubs | 26.0 | 13.0 | 0.0 | null |
| 904.0 | Missouri_stubs | 188.0 | 7.0 | 0.0 | null |
| 908.0 | 2006_EPs | 339.0 | 1.0 | 0.0 | null |
| 909.0 | Albums | 42.0 | 32.0 | 0.0 | null |
| 912.0 | Baseball_third_baseman_stubs | 168.0 | 1.0 | 0.0 | null |
| 913.0 | 2005_disestablishments | 29.0 | 25.0 | 0.0 | null |
| 915.0 | Companies_established_in_1971 | 19.0 | 17.0 | 0.0 | null |
| 916.0 | Defunct_companies_of_the_United_States | 66.0 | 8.0 | 0.0 | null |
| 918.0 | Viacom | 0.0 | 0.0 | 0.0 | null |
| 919.0 | Viacom_subsidiaries | 0.0 | 0.0 | 0.0 | null |
| 921.0 | Spoken_Wikipedia_requests | 748.0 | 0.0 | 0.0 | null |
| 922.0 | 1978_FIFA_World_Cup | 24.0 | 8.0 | 0.0 | null |
| 923.0 | Wikipedia_protected_edit_requests | 0.0 | 0.0 | 0.0 | null |
| 924.0 | Tibet | 80.0 | 28.0 | 0.0 | null |
| 925.0 | Nebraska_stubs | 222.0 | 5.0 | 0.0 | null |
| 927.0 | Delaware_State_University | 5.0 | 2.0 | 0.0 | null |
| 928.0 | 2008_EPs | 387.0 | 1.0 | 0.0 | null |
| 929.0 | Suspension_bridges | 43.0 | 5.0 | 0.0 | null |
| 930.0 | English_rappers | 12.0 | 5.0 | 0.0 | null |
| 931.0 | 1989_births | 17929.0 | 0.0 | 0.0 | null |
| 932.0 | Palm_stubs | 357.0 | 3.0 | 0.0 | null |
| 934.0 | Child_actors_by_nationality | 65.0 | 65.0 | 0.0 | null |
| 935.0 | Stealth_aircraft | 82.0 | 2.0 | 0.0 | null |
| 938.0 | Actors_and_filmmakers_work_group_articles | 92464.0 | 3.0 | 0.0 | null |
| 939.0 | B-Class_Oklahoma_articles | 292.0 | 1.0 | 0.0 | null |
| 940.0 | B-Class_biography_(actors_and_filmmakers)_articles | 1677.0 | 0.0 | 0.0 | null |
| 941.0 | B-Class_biography_articles | 31430.0 | 11.0 | 0.0 | null |
| 943.0 | Mid-importance_Oklahoma_articles | 1139.0 | 0.0 | 0.0 | null |
| 945.0 | Cigarette_rolling_papers | 17.0 | 0.0 | 0.0 | null |
| 946.0 | Brand_name_products_stubs | 433.0 | 1.0 | 0.0 | null |
| 948.0 | Anti-Catholicism | 44.0 | 10.0 | 0.0 | null |
| 949.0 | Religious_persecution | 63.0 | 25.0 | 0.0 | null |
| 950.0 | Comic_book_covers | 710.0 | 40.0 | 669.0 | null |
| 951.0 | Non-free_comic_images | 7856.0 | 30.0 | 7826.0 | null |
| 952.0 | Fair_use_character_artwork | 1254.0 | 3.0 | 1251.0 | null |
| 953.0 | Music_managers | 24.0 | 1.0 | 0.0 | null |
| 954.0 | Start-Class_Disney_articles | 1891.0 | 6.0 | 0.0 | null |
| 955.0 | Unassessed_Disney_articles | 16.0 | 6.0 | 0.0 | null |
| 956.0 | Egypt_stubs | 169.0 | 9.0 | 0.0 | null |
| 957.0 | 2007_EPs | 330.0 | 1.0 | 0.0 | null |
| 958.0 | Incomplete_lists | 182.0 | 182.0 | 0.0 | null |
| 959.0 | Christianity_and_other_religions | 34.0 | 14.0 | 0.0 | null |
| 960.0 | Judeo-Christian_topics | 25.0 | 3.0 | 0.0 | null |
| 961.0 | Judaism_and_other_religions | 22.0 | 11.0 | 0.0 | null |
| 962.0 | Christian_and_Jewish_interfaith_topics | 0.0 | 0.0 | 0.0 | null |
| 964.0 | American_rock_singers | 1407.0 | 8.0 | 0.0 | null |
| 965.0 | American_heavy_metal_singers | 338.0 | 1.0 | 0.0 | null |
| 966.0 | Novels_by_author | 0.0 | 0.0 | 0.0 | null |
| 967.0 | Italian_novels | 23.0 | 10.0 | 0.0 | null |
| 968.0 | 1965_births | 14963.0 | 0.0 | 0.0 | null |
| 969.0 | Accuracy_disputes_from_March_2008 | 29.0 | 1.0 | 0.0 | null |
| 970.0 | Chinese_Muslims | 68.0 | 9.0 | 0.0 | null |
| 972.0 | WikiProject_Czech_Republic_articles | 5.0 | 5.0 | 0.0 | null |
| 973.0 | Unassessed_Czech_Republic_articles | 9.0 | 0.0 | 0.0 | null |
| 974.0 | Unknown-importance_Czech_Republic_articles | 859.0 | 0.0 | 0.0 | null |
| 977.0 | Lighthouses_in_the_San_Francisco_Bay_Area | 13.0 | 1.0 | 0.0 | null |
| 979.0 | Stub-Class_New_Mexico_articles | 2322.0 | 0.0 | 0.0 | null |
| 980.0 | Unassessed_New_Mexico_articles | 306.0 | 0.0 | 0.0 | null |
| 981.0 | Man | 1.0 | 0.0 | 0.0 | null |
| 984.0 | 1955_births | 14266.0 | 0.0 | 0.0 | null |
| 985.0 | Deportivo_de_La_Coruña_players | 407.0 | 2.0 | 0.0 | null |
| 986.0 | Footballers_at_the_1980_Summer_Olympics | 263.0 | 0.0 | 0.0 | null |
| 987.0 | Judaism | 26.0 | 25.0 | 0.0 | null |
| 988.0 | Child_singers_by_nationality | 56.0 | 56.0 | 0.0 | null |
| 989.0 | Wikis | 80.0 | 8.0 | 0.0 | null |
| 990.0 | B-Class_Disney_articles | 188.0 | 6.0 | 0.0 | null |
| 991.0 | Military_aviation_task_force_articles | 32140.0 | 2.0 | 0.0 | null |
| 992.0 | Military_memorials_and_cemeteries_task_force_articles | 3045.0 | 2.0 | 0.0 | null |
| 993.0 | British_military_history_task_force_articles | 49788.0 | 2.0 | 0.0 | null |
| 994.0 | Unassessed_military_history_articles | 3.0 | 1.0 | 0.0 | null |
| 995.0 | Unassessed_aviation_articles | 144.0 | 0.0 | 0.0 | null |
| 996.0 | WikiProject_Aviation_articles | 75018.0 | 8.0 | 0.0 | null |
| 997.0 | Khmer_Rouge | 45.0 | 7.0 | 0.0 | null |
| 999.0 | Television_stubs | 106.0 | 19.0 | 0.0 | null |
| 1001.0 | Historic_preservation | 122.0 | 11.0 | 0.0 | null |
| 1002.0 | National_Register_of_Historic_Places_stubs | 9.0 | 7.0 | 0.0 | null |
| 1003.0 | Children_by_nationality | 97.0 | 97.0 | 0.0 | null |
| 1004.0 | Men | 70.0 | 35.0 | 0.0 | null |
| 1006.0 | Anarchists_by_nationality | 61.0 | 61.0 | 0.0 | null |
| 1007.0 | Novels_by_Kaari_Utrio | 27.0 | 0.0 | 0.0 | null |
| 1009.0 | Alphabetic_writing_systems | 0.0 | 0.0 | 0.0 | null |
| 1010.0 | Japanese_Christians | 88.0 | 14.0 | 0.0 | null |
| 1011.0 | Move_protected | 0.0 | 0.0 | 0.0 | null |
| 1013.0 | American_television_composers | 363.0 | 1.0 | 0.0 | null |
| 1015.0 | Upcoming_video_games | 141.0 | 2.0 | 0.0 | null |
| 1016.0 | Eyeshield_21_characters | 3.0 | 0.0 | 0.0 | null |
| 1017.0 | Irish-Americans | 0.0 | 0.0 | 0.0 | null |
| 1018.0 | Nickel | 26.0 | 5.0 | 0.0 | null |
| 1019.0 | Communists_by_nationality | 154.0 | 154.0 | 0.0 | null |
| 1021.0 | Mexican_Spanish | 12.0 | 2.0 | 0.0 | null |
| 1022.0 | 1987_births | 17411.0 | 0.0 | 0.0 | null |
| 1023.0 | Boston_Bruins_players | 1051.0 | 1.0 | 0.0 | null |
| 1024.0 | Finnish_ice_hockey_players | 69.0 | 6.0 | 0.0 | null |
| 1025.0 | Ilves_players | 314.0 | 1.0 | 0.0 | null |
| 1027.0 | Providence_Bruins_players | 518.0 | 0.0 | 0.0 | null |
| 1028.0 | Toronto_Maple_Leafs_draft_picks | 307.0 | 0.0 | 0.0 | null |
| 1030.0 | 1967_births | 14705.0 | 0.0 | 0.0 | null |
| 1031.0 | Ancient_Near_East_stubs | 115.0 | 4.0 | 0.0 | null |
| 1032.0 | Middle_Eastern_history_stubs | 320.0 | 6.0 | 0.0 | null |
| 1033.0 | Stub-Class_chemicals_articles | 10758.0 | 0.0 | 0.0 | null |
| 1034.0 | Low-importance_chemicals_articles | 17092.0 | 0.0 | 0.0 | null |
| 1035.0 | Unassessed_chemicals_articles | 47.0 | 0.0 | 0.0 | null |
| 1036.0 | Unknown-importance_chemicals_articles | 63.0 | 0.0 | 0.0 | null |
| 1038.0 | Tennessee_Registered_Historic_Place_stubs | 4.0 | 3.0 | 0.0 | null |
| 1039.0 | 1953_short_stories | 89.0 | 0.0 | 0.0 | null |
| 1040.0 | 1951_short_stories | 38.0 | 0.0 | 0.0 | null |
| 1041.0 | German_people | 46.0 | 38.0 | 0.0 | null |
| 1042.0 | Redundant_images_for_speedy_deletion | 0.0 | 0.0 | 0.0 | null |
| 1043.0 | Polynesia | 34.0 | 25.0 | 0.0 | null |
| 1044.0 | Invasive_species | 33.0 | 7.0 | 0.0 | null |
| 1045.0 | Code_Geass | 14.0 | 3.0 | 0.0 | null |
| 1046.0 | AfD_debates_(Biographical) | 176.0 | 0.0 | 0.0 | null |
| 1047.0 | Requests_for_unblock-auto | 1.0 | 0.0 | 0.0 | null |
| 1048.0 | Colombian_culture | 90.0 | 34.0 | 0.0 | null |
| 1049.0 | Mid-importance_chemicals_articles | 2158.0 | 0.0 | 0.0 | null |
| 1051.0 | European_composer_stubs | 378.0 | 19.0 | 0.0 | null |
| 1053.0 | National_Basketball_Association | 42.0 | 18.0 | 0.0 | null |
| 1055.0 | Pedophilia | 34.0 | 9.0 | 0.0 | null |
| 1056.0 | Semi-protected_against_vandalism | 0.0 | 0.0 | 0.0 | null |
| 1058.0 | Low-importance_Ireland_articles | 60479.0 | 16.0 | 0.0 | null |
| 1059.0 | Start-Class_biography_(politics_and_government)_articles | 77421.0 | 0.0 | 0.0 | null |
| 1061.0 | Unknown-importance_Ireland_articles | 16.0 | 14.0 | 0.0 | null |
| 1062.0 | Start-Class_military_memorials_and_cemeteries_articles | 1163.0 | 0.0 | 0.0 | null |
| 1063.0 | Lists_of_people_by_occupation | 163.0 | 52.0 | 0.0 | null |
| 1064.0 | Occupations | 66.0 | 17.0 | 0.0 | null |
| 1065.0 | English_actors | 42.0 | 14.0 | 0.0 | null |
| 1066.0 | Fullmetal_Alchemist_images | 11.0 | 1.0 | 10.0 | null |
| 1067.0 | Football_at_the_2008_Summer_Olympics | 7.0 | 4.0 | 0.0 | null |
| 1068.0 | Year_of_birth_unknown | 23249.0 | 2.0 | 0.0 | null |
| 1069.0 | 1537_deaths | 132.0 | 1.0 | 0.0 | null |
| 1071.0 | High-importance_chemicals_articles | 322.0 | 0.0 | 0.0 | null |
| 1072.0 | British_libertarians | 46.0 | 3.0 | 0.0 | null |
| 1073.0 | Libertarians_by_nationality | 36.0 | 36.0 | 0.0 | null |
| 1074.0 | U.C._Sampdoria | 13.0 | 7.0 | 0.0 | null |
| 1076.0 | Hayate_the_Combat_Butler | 16.0 | 1.0 | 2.0 | null |
| 1078.0 | Solano_County,_California | 19.0 | 12.0 | 0.0 | null |
| 1079.0 | The_Suite_Life_of_Zack_&_Cody | 10.0 | 1.0 | 4.0 | null |
| 1080.0 | South_Korean_Christians | 52.0 | 8.0 | 0.0 | null |
| 1081.0 | Images_of_Ukraine | 39.0 | 3.0 | 36.0 | null |
| 1082.0 | PD-UA-exempt | 12.0 | 0.0 | 12.0 | null |
| 1083.0 | American_football_coach_stubs | 255.0 | 1.0 | 0.0 | null |
| 1084.0 | College_football_coaches_first_appointed_in_the_2000s_stubs | 158.0 | 0.0 | 0.0 | null |
| 1085.0 | Gibson_County,_Indiana | 15.0 | 8.0 | 0.0 | null |
| 1087.0 | British_Army_personnel_of_World_War_II | 3817.0 | 10.0 | 0.0 | null |
| 1088.0 | British_military_personnel_killed_in_World_War_I | 1093.0 | 3.0 | 0.0 | null |
| 1089.0 | British_films | 41.0 | 41.0 | 0.0 | null |
| 1090.0 | 1980s_drama_films | 41.0 | 38.0 | 0.0 | null |
| 1091.0 | Romance_films | 30.0 | 20.0 | 0.0 | null |
| 1092.0 | Start-Class_chemicals_articles | 5594.0 | 0.0 | 0.0 | null |
| 1093.0 | Bosnia_and_Herzegovina_footballers | 1080.0 | 4.0 | 0.0 | null |
| 1094.0 | FK_Sarajevo_players | 353.0 | 0.0 | 0.0 | null |
| 1095.0 | VfB_Stuttgart_players | 456.0 | 1.0 | 0.0 | null |
| 1097.0 | Accuracy_disputes | 181.0 | 180.0 | 0.0 | null |
| 1098.0 | Stub-Class_Album_articles | 84178.0 | 0.0 | 0.0 | null |
| 1100.0 | WikiProject_Albums_articles | 380100.0 | 5.0 | 0.0 | null |
| 1101.0 | Contemporary_Christian_work_group_articles | 38.0 | 4.0 | 0.0 | null |
| 1102.0 | Stub-Class_Contemporary_Christian_articles | 9.0 | 0.0 | 0.0 | null |
| 1104.0 | Stub-Class_Christian_music_articles | 1904.0 | 0.0 | 0.0 | null |
| 1105.0 | Low-importance_Christian_music_articles | 3263.0 | 0.0 | 0.0 | null |
| 1106.0 | Electric_power_transmission_systems | 25.0 | 6.0 | 0.0 | null |
| 1107.0 | Liechtenstein | 18.0 | 15.0 | 0.0 | null |
| 1108.0 | Ivy_League | 35.0 | 23.0 | 0.0 | null |
| 1109.0 | Colombia_international_footballers | 465.0 | 3.0 | 0.0 | null |
| 1110.0 | América_de_Cali_footballers | 392.0 | 0.0 | 0.0 | null |
| 1111.0 | Independiente_Santa_Fe_footballers | 314.0 | 0.0 | 0.0 | null |
| 1113.0 | Piacenza_Calcio_players | 0.0 | 0.0 | 0.0 | null |
| 1114.0 | Sport_Boys_footballers | 227.0 | 0.0 | 0.0 | null |
| 1115.0 | Nazi_concentration_camps | 41.0 | 9.0 | 0.0 | null |
| 1121.0 | B-Class_core_topic_articles | 6.0 | 0.0 | 0.0 | null |
| 1122.0 | B-Class_taxonomic_articles | 34.0 | 0.0 | 0.0 | null |
| 1125.0 | Natural_sciences_Version_0.7_articles | 166.0 | 0.0 | 0.0 | null |
| 1126.0 | Top-importance_plant_articles | 79.0 | 2.0 | 0.0 | null |
| 1127.0 | Top-importance_taxonomic_articles | 25.0 | 0.0 | 0.0 | null |
| 1128.0 | Wikipedia_CD_Selection | 2405.0 | 2.0 | 0.0 | null |
| 1130.0 | Socialists_by_nationality | 192.0 | 192.0 | 0.0 | null |
| 1131.0 | French_hip_hop | 5.0 | 3.0 | 0.0 | null |
| 1132.0 | Drama_films | 22.0 | 17.0 | 0.0 | null |
| 1133.0 | Stub-Class_Museums_articles | 5634.0 | 0.0 | 0.0 | null |
| 1134.0 | Stub-Class_maritime_warfare_articles | 3629.0 | 0.0 | 0.0 | null |
| 1135.0 | Maritime_warfare_task_force_articles | 74239.0 | 2.0 | 0.0 | null |
| 1136.0 | Stub-Class_military_memorials_and_cemeteries_articles | 294.0 | 0.0 | 0.0 | null |
| 1137.0 | Stub-Class_Ships_articles | 8491.0 | 0.0 | 0.0 | null |
| 1143.0 | Unknown-importance_Doctor_Who_articles | 1.0 | 0.0 | 0.0 | null |
| 1144.0 | World | 48.0 | 29.0 | 0.0 | null |
| 1145.0 | Screenshots_of_music_videos | 1927.0 | 1.0 | 1926.0 | null |
| 1146.0 | Ayumi_Hamasaki | 10.0 | 3.0 | 0.0 | null |
| 1147.0 | Wales | 31.0 | 28.0 | 0.0 | null |
| 1148.0 | Dartmouth_College_alumni | 1604.0 | 5.0 | 0.0 | null |
| 1149.0 | Southern_United_States | 81.0 | 38.0 | 0.0 | null |
| 1150.0 | 1925_births | 8900.0 | 0.0 | 0.0 | null |
| 1151.0 | 1985_deaths | 5335.0 | 2.0 | 0.0 | null |
| 1153.0 | St._Louis_Browns_players | 773.0 | 1.0 | 0.0 | null |
| 1154.0 | Baltimore_Orioles_players | 1186.0 | 1.0 | 0.0 | null |
| 1155.0 | Cleveland_Indians_players | 1714.0 | 0.0 | 0.0 | null |
| 1156.0 | Philadelphia_Phillies_players | 2075.0 | 2.0 | 0.0 | null |
| 1158.0 | People_from_Howard_County,_Maryland | 49.0 | 11.0 | 0.0 | null |
| 1159.0 | Baseball_second_baseman_stubs | 127.0 | 1.0 | 0.0 | null |
| 1160.0 | American_Confucianists | 5.0 | 0.0 | 0.0 | null |
| 1161.0 | Stub-Class_football_articles | 208027.0 | 20.0 | 0.0 | null |
| 1163.0 | Mid-importance_football_in_Italy_articles | 3011.0 | 0.0 | 0.0 | null |
| 1164.0 | Stub-Class_football_in_Italy_articles | 7863.0 | 0.0 | 0.0 | null |
| 1166.0 | Mid-importance_football_in_Argentina_articles | 3011.0 | 0.0 | 0.0 | null |
| 1167.0 | Stub-Class_football_in_Argentina_articles | 5422.0 | 0.0 | 0.0 | null |
| 1168.0 | Mid-importance_football_articles | 51236.0 | 3.0 | 0.0 | null |
| 1172.0 | Articles_with_weasel_words | 172.0 | 172.0 | 0.0 | null |
| 1173.0 | Dungeons_&_Dragons_articles_that_need_to_differentiate_between_fact_and_fiction | 12.0 | 0.0 | 0.0 | null |
| 1175.0 | User_pt | 577.0 | 11.0 | 0.0 | null |
| 1176.0 | User_pt-5 | 79.0 | 0.0 | 0.0 | null |
| 1177.0 | 1974_births | 14847.0 | 0.0 | 0.0 | null |
| 1178.0 | Unassessed_chemistry_articles | 0.0 | 0.0 | 0.0 | null |
| 1179.0 | Unknown-importance_chemistry_articles | 0.0 | 0.0 | 0.0 | null |
| 1180.0 | Heat_waves | 10.0 | 3.0 | 0.0 | null |
| 1181.0 | Fullerton,_California | 23.0 | 10.0 | 0.0 | null |
| 1182.0 | Climate_of_Minnesota | 6.0 | 0.0 | 0.0 | null |
| 1183.0 | Unassessed_African_diaspora_articles | 482.0 | 0.0 | 0.0 | null |
| 1184.0 | Unknown-importance_African_diaspora_articles | 3609.0 | 0.0 | 0.0 | null |
| 1185.0 | Wikipedia_requested_photographs | 14339.0 | 4.0 | 0.0 | null |
| 1186.0 | 2008 | 61.0 | 42.0 | 0.0 | null |
| 1187.0 | AfD_debates_(Science_and_technology) | 24.0 | 0.0 | 0.0 | null |
| 1188.0 | Musical_film_stubs | 561.0 | 6.0 | 0.0 | null |
| 1190.0 | Automatically_assessed_biography_(military)_articles | 487.0 | 0.0 | 0.0 | null |
| 1191.0 | Automatically_assessed_biography_articles | 201629.0 | 9.0 | 0.0 | null |
| 1192.0 | German_history_stubs | 570.0 | 6.0 | 0.0 | null |
| 1193.0 | Articles_lacking_in-text_citations | 196.0 | 195.0 | 0.0 | null |
| 1194.0 | 1980_births | 15963.0 | 0.0 | 0.0 | null |
| 1195.0 | American_spree_killers | 125.0 | 0.0 | 0.0 | null |
| 1196.0 | Northern_Illinois_University_alumni | 213.0 | 1.0 | 0.0 | null |
| 1197.0 | Polish-Americans | 0.0 | 0.0 | 0.0 | null |
| 1198.0 | People_from_Elk_Grove_Village,_Illinois | 19.0 | 0.0 | 0.0 | null |
| 1199.0 | Suicides_by_firearm_in_the_United_States | 9.0 | 3.0 | 0.0 | null |
| 1200.0 | B-Class_France_articles | 2174.0 | 2.0 | 0.0 | null |
| 1202.0 | Mid-importance_Peru_articles | 642.0 | 0.0 | 0.0 | null |
| 1203.0 | Unknown-importance_Peru_articles | 3726.0 | 0.0 | 0.0 | null |
| 1204.0 | Assassinated_people_by_nationality | 151.0 | 151.0 | 0.0 | null |
| 1206.0 | Royal_Navy_ship_names | 2408.0 | 1.0 | 0.0 | null |
| 1209.0 | Delaware | 30.0 | 25.0 | 0.0 | null |
| 1210.0 | Slough | 31.0 | 10.0 | 0.0 | null |
| 1211.0 | Family_Feud | 29.0 | 0.0 | 0.0 | null |
| 1212.0 | WikiProject_Queen | 5.0 | 1.0 | 0.0 | null |
| 1217.0 | Stub-Class_Baseball_articles | 24370.0 | 1.0 | 0.0 | null |
| 1218.0 | Sports_and_games_work_group_articles | 647903.0 | 3.0 | 0.0 | null |
| 1219.0 | Unassessed_biography_(sports_and_games)_articles | 5124.0 | 0.0 | 0.0 | null |
| 1221.0 | Perth,_Western_Australia | 34.0 | 17.0 | 0.0 | null |
| 1222.0 | Wikipedia_rollback_feature | 41.0 | 2.0 | 0.0 | null |
| 1223.0 | Ball_games | 259.0 | 45.0 | 0.0 | null |
| 1224.0 | First_Nations_culture | 112.0 | 32.0 | 0.0 | null |
| 1225.0 | Lacrosse | 23.0 | 19.0 | 0.0 | null |
| 1226.0 | Sports_rules_and_regulations | 85.0 | 10.0 | 0.0 | null |
| 1227.0 | Team_sports | 255.0 | 69.0 | 0.0 | null |
| 1228.0 | Ship_articles_needing_infobox_conversion | 0.0 | 0.0 | 0.0 | null |
| 1229.0 | Vietnamese_Roman_Catholics | 67.0 | 6.0 | 0.0 | null |
| 1231.0 | Brisbane | 44.0 | 18.0 | 0.0 | null |
| 1232.0 | Fossils | 56.0 | 23.0 | 0.0 | null |
| 1233.0 | East_River | 56.0 | 4.0 | 0.0 | null |
| 1234.0 | New_York_City_Subway | 32.0 | 15.0 | 0.0 | null |
| 1235.0 | Railway_tunnels_in_New_York_City | 0.0 | 0.0 | 0.0 | null |
| 1236.0 | New_York_City_transportation_stubs | 22.0 | 2.0 | 0.0 | null |
| 1239.0 | Canadian_engineers | 150.0 | 21.0 | 0.0 | null |
| 1240.0 | University_of_Ottawa_alumni | 441.0 | 2.0 | 0.0 | null |
| 1241.0 | Royal_Military_College_of_Canada_people | 12.0 | 3.0 | 0.0 | null |
| 1242.0 | Pilates | 12.0 | 0.0 | 0.0 | null |
| 1243.0 | Articles_lacking_reliable_references_from_September_2007 | 120.0 | 0.0 | 0.0 | null |
| 1244.0 | Articles_lacking_sources_from_November_2007 | 327.0 | 0.0 | 0.0 | null |
| 1245.0 | Torchwood_characters | 19.0 | 0.0 | 0.0 | null |
| 1246.0 | Doctor_Who_races | 31.0 | 3.0 | 0.0 | null |
| 1247.0 | Stand-up_comedians | 14.0 | 1.0 | 0.0 | null |
| 1248.0 | Dallas,_Texas | 0.0 | 0.0 | 0.0 | null |
| 1249.0 | Indian_folklore | 149.0 | 19.0 | 0.0 | null |
| 1250.0 | Indian_monarchs | 57.0 | 31.0 | 0.0 | null |
| 1251.0 | Samoa_stubs | 75.0 | 4.0 | 0.0 | null |
| 1252.0 | United_States_history_stubs | 375.0 | 5.0 | 0.0 | null |
| 1253.0 | FA-Class_Firearms_articles | 1.0 | 0.0 | 0.0 | null |
| 1254.0 | FA-Class_Russia_articles | 86.0 | 5.0 | 0.0 | null |
| 1256.0 | FA-Class_military_history_articles | 1377.0 | 2.0 | 0.0 | null |
| 1258.0 | FA-Class_weaponry_articles | 43.0 | 0.0 | 0.0 | null |
| 1259.0 | Military_history_articles_used_on_portals | 179.0 | 0.0 | 0.0 | null |
| 1262.0 | Top-importance_Russia_articles | 1153.0 | 11.0 | 0.0 | null |
| 1263.0 | Weaponry_task_force_articles | 11494.0 | 2.0 | 0.0 | null |
| 1264.0 | WikiProject_Firearms | 23.0 | 6.0 | 0.0 | null |
| 1265.0 | 2000_albums | 2084.0 | 11.0 | 0.0 | null |
| 1266.0 | Booz_Allen_Hamilton | 7.0 | 1.0 | 0.0 | null |
| 1268.0 | Unassessed_Iowa_articles | 175.0 | 0.0 | 0.0 | null |
| 1269.0 | Unknown-importance_Iowa_articles | 765.0 | 0.0 | 0.0 | null |
| 1270.0 | WikiProject_Iowa | 16.0 | 5.0 | 0.0 | null |
| 1271.0 | Oklahoma_stubs | 134.0 | 7.0 | 0.0 | null |
| 1272.0 | Southern_United_States_building_and_structure_stubs | 26.0 | 24.0 | 0.0 | null |
| 1273.0 | Free_Software_Foundation | 32.0 | 2.0 | 0.0 | null |
| 1274.0 | Evolution | 95.0 | 8.0 | 0.0 | null |
| 1275.0 | Metabolism | 270.0 | 16.0 | 0.0 | null |
| 1276.0 | Origin_of_life | 77.0 | 4.0 | 0.0 | null |
| 1277.0 | Album_articles_with_non-standard_infoboxes | 2.0 | 0.0 | 0.0 | null |
| 1278.0 | 1993 | 48.0 | 39.0 | 0.0 | null |
| 1279.0 | Start-Class_District_of_Columbia_articles | 3463.0 | 0.0 | 0.0 | null |
| 1280.0 | Stub-Class_District_of_Columbia_articles | 3262.0 | 0.0 | 0.0 | null |
| 1281.0 | Toms_River,_New_Jersey | 36.0 | 4.0 | 0.0 | null |
| 1282.0 | Sports | 55.0 | 48.0 | 0.0 | null |
| 1283.0 | American_actors | 116.0 | 17.0 | 0.0 | null |
| 1284.0 | Sport_in_Indonesia | 56.0 | 28.0 | 0.0 | null |
| 1285.0 | Confucianism | 29.0 | 15.0 | 0.0 | null |
| 1286.0 | Knights_of_the_Round_Table | 45.0 | 0.0 | 0.0 | null |
| 1287.0 | Ambient_musicians | 237.0 | 3.0 | 0.0 | null |
| 1289.0 | Recent_deaths | 3.0 | 0.0 | 0.0 | null |
| 1290.0 | Milky_Way_Galaxy | 0.0 | 0.0 | 0.0 | null |
| 1291.0 | Comics_articles_needing_issue_citations | 1030.0 | 0.0 | 0.0 | null |
| 1294.0 | Hungary | 18.0 | 16.0 | 0.0 | null |
Next, let us check that we don't have any corrupt records:
readFromCSV.createOrReplaceTempView("categories")
SELECT * FROM categories WHERE _corrupt_record IS NOT NULL
Query returned no results - all our data appears to have been read in correctly.
Let us finally write all this data to the Delta Lake instead of having it sit in a CSV.
SELECT cat_id, cat_title, cat_pages, cat_subcats, cat_files FROM categories WHERE _corrupt_record IS NULL
| cat_id | cat_title | cat_pages | cat_subcats | cat_files |
|---|---|---|---|---|
| 2.0 | Unprintworthy_redirects | 1545623.0 | 20.0 | 0.0 |
| 3.0 | Computer_storage_devices | 89.0 | 11.0 | 0.0 |
| 7.0 | Unknown-importance_Animation_articles | 279.0 | 21.0 | 0.0 |
| 8.0 | Low-importance_Animation_articles | 14235.0 | 21.0 | 0.0 |
| 9.0 | Vietnam_stubs | 303.0 | 10.0 | 0.0 |
| 10.0 | Rivers_of_Vietnam | 103.0 | 3.0 | 0.0 |
| 12.0 | All_articles_with_unsourced_statements | 472556.0 | 0.0 | 0.0 |
| 14.0 | Wikipedia_articles_needing_clarification | 195.0 | 195.0 | 0.0 |
| 15.0 | Articles_needing_additional_references_from_January_2008 | 1237.0 | 0.0 | 0.0 |
| 16.0 | Comedy | 96.0 | 29.0 | 0.0 |
| 17.0 | Sociolinguistics | 255.0 | 30.0 | 0.0 |
| 18.0 | Figures_of_speech | 132.0 | 13.0 | 0.0 |
| 20.0 | NASCAR_teams | 130.0 | 3.0 | 0.0 |
| 21.0 | Muhammad_Ali | 19.0 | 4.0 | 0.0 |
| 22.0 | Politics_and_government_work_group_articles | 236015.0 | 4.0 | 0.0 |
| 23.0 | Wikipedia_requested_photographs_of_politicians_and_government-people | 11918.0 | 1.0 | 0.0 |
| 24.0 | Stub-Class_biography_(politics_and_government)_articles | 123773.0 | 0.0 | 0.0 |
| 26.0 | Stub-Class_biography_articles | 1039170.0 | 10.0 | 0.0 |
| 27.0 | Unassessed_biography_articles | 47285.0 | 10.0 | 0.0 |
| 29.0 | High-importance_Animation_articles | 279.0 | 21.0 | 0.0 |
| 31.0 | AfD_debates | 479.0 | 12.0 | 0.0 |
| 32.0 | Articles_with_unsourced_statements | 200.0 | 194.0 | 0.0 |
| 35.0 | Self-published_work | 106467.0 | 1.0 | 106465.0 |
| 36.0 | Geography | 102.0 | 37.0 | 0.0 |
| 37.0 | Images_without_source | 0.0 | 0.0 | 0.0 |
| 38.0 | Candidates_for_speedy_deletion | 17.0 | 2.0 | 0.0 |
| 40.0 | All_non-free_media | 711706.0 | 1.0 | 711705.0 |
| 41.0 | Wikipedia_requested_photographs_of_sportspeople | 15123.0 | 1.0 | 0.0 |
| 42.0 | Thirty_Years'_War | 57.0 | 9.0 | 0.0 |
| 44.0 | African-American_history | 80.0 | 33.0 | 1.0 |
| 46.0 | History_of_Alabama | 76.0 | 29.0 | 0.0 |
| 47.0 | Groups_of_World_War_II | 32.0 | 1.0 | 0.0 |
| 48.0 | Congressional_Gold_Medal_recipients | 425.0 | 3.0 | 7.0 |
| 49.0 | United_States_Army_officers | 3642.0 | 18.0 | 0.0 |
| 50.0 | Tuskegee_University | 27.0 | 7.0 | 0.0 |
| 51.0 | Military_units_and_formations_of_the_United_States_in_World_War_II | 15.0 | 7.0 | 0.0 |
| 52.0 | People_from_Tuskegee,_Alabama | 56.0 | 2.0 | 0.0 |
| 53.0 | Tuskegee_Airmen | 156.0 | 0.0 | 0.0 |
| 54.0 | Chinese_Methodists | 12.0 | 3.0 | 0.0 |
| 55.0 | Chinese_Protestants | 34.0 | 15.0 | 0.0 |
| 56.0 | Shel_Silverstein_songs | 6.0 | 0.0 | 0.0 |
| 57.0 | Articles_lacking_sources | 209.0 | 207.0 | 0.0 |
| 58.0 | All_articles_lacking_sources | 135448.0 | 0.0 | 0.0 |
| 59.0 | Radio_stations_in_Saskatchewan | 41.0 | 7.0 | 0.0 |
| 60.0 | Western_Canada_radio_station_stubs | 24.0 | 4.0 | 0.0 |
| 61.0 | Saskatchewan_stubs | 94.0 | 5.0 | 0.0 |
| 62.0 | Multi-level_marketing | 6.0 | 2.0 | 0.0 |
| 64.0 | Filipino_Wikipedians | 725.0 | 3.0 | 0.0 |
| 65.0 | Wikipedians_interested_in_mapmaking | 318.0 | 0.0 | 0.0 |
| 66.0 | Wikipedians_interested_in_maps | 1245.0 | 1.0 | 0.0 |
| 67.0 | Wikipedians_who_listen_to_world_music | 294.0 | 4.0 | 0.0 |
| 68.0 | Wikipedians_interested_in_architecture | 997.0 | 2.0 | 0.0 |
| 69.0 | Wikipedians_interested_in_art | 997.0 | 17.0 | 0.0 |
| 70.0 | Wikipedian_ballroom_dancers | 84.0 | 0.0 | 0.0 |
| 71.0 | Wikipedian_dancers | 290.0 | 5.0 | 0.0 |
| 72.0 | Brasília | 17.0 | 12.0 | 0.0 |
| 74.0 | Sligo | 0.0 | 0.0 | 0.0 |
| 75.0 | Puerto_Rican_people | 31.0 | 29.0 | 0.0 |
| 77.0 | WikiProject_Canadian_communities_articles | 2.0 | 2.0 | 0.0 |
| 78.0 | B-Class_Canadian_communities_articles | 139.0 | 0.0 | 0.0 |
| 79.0 | Mid-importance_Canadian_communities_articles | 3425.0 | 0.0 | 0.0 |
| 81.0 | Importance_or_significance_not_asserted_pages_for_speedy_deletion | 0.0 | 0.0 | 0.0 |
| 82.0 | The_Taming_of_the_Shrew | 8.0 | 1.0 | 0.0 |
| 83.0 | Edwards_County,_Kansas | 10.0 | 4.0 | 0.0 |
| 86.0 | Unknown-importance_Olympics_articles | 18779.0 | 0.0 | 0.0 |
| 87.0 | WikiProject_Olympics_articles | 191404.0 | 2.0 | 0.0 |
| 88.0 | Stub-Class_Canadian_communities_articles | 8334.0 | 0.0 | 0.0 |
| 89.0 | Articles_lacking_sources_from_December_2007 | 428.0 | 0.0 | 0.0 |
| 90.0 | Kingston,_Jamaica | 29.0 | 9.0 | 0.0 |
| 94.0 | Wikipedians_interested_in_Japanese_mythology | 40.0 | 1.0 | 0.0 |
| 95.0 | WikiProject_Japanese_mythology_members | 21.0 | 0.0 | 0.0 |
| 96.0 | WikiProject_Statistics_members | 111.0 | 0.0 | 0.0 |
| 98.0 | 1978 | 44.0 | 37.0 | 0.0 |
| 102.0 | Musicians_work_group_articles | 163180.0 | 4.0 | 0.0 |
| 103.0 | Wikipedia_requested_photographs_of_musicians | 12467.0 | 0.0 | 0.0 |
| 104.0 | Start-Class_biography_(musicians)_articles | 69851.0 | 0.0 | 0.0 |
| 106.0 | Musicians_work_group_articles_needing_infoboxes | 1277.0 | 0.0 | 0.0 |
| 107.0 | Biography_articles_without_infoboxes | 23294.0 | 9.0 | 0.0 |
| 108.0 | Start-Class_biography_articles | 667451.0 | 10.0 | 0.0 |
| 109.0 | Punk_song_stubs | 68.0 | 0.0 | 0.0 |
| 111.0 | Planetary_nebulae | 125.0 | 1.0 | 0.0 |
| 112.0 | Methane | 52.0 | 3.0 | 0.0 |
| 113.0 | Economy_of_Russia | 93.0 | 22.0 | 0.0 |
| 114.0 | Climate_of_Texas | 7.0 | 0.0 | 0.0 |
| 115.0 | Transport_in_Burma | 0.0 | 0.0 | 0.0 |
| 116.0 | Townships_in_Kansas | 817.0 | 2.0 | 0.0 |
| 117.0 | Kansas_geography_stubs | 1027.0 | 6.0 | 0.0 |
| 118.0 | Series_of_children's_books | 662.0 | 84.0 | 0.0 |
| 121.0 | List-Class_Animation_articles | 1556.0 | 8.0 | 0.0 |
| 122.0 | Start-Class_Animation_articles | 7387.0 | 8.0 | 0.0 |
| 123.0 | Wikipedia_references_cleanup | 169.0 | 166.0 | 0.0 |
| 125.0 | Theorists | 20.0 | 18.0 | 0.0 |
| 126.0 | National_lower_houses | 116.0 | 27.0 | 0.0 |
| 127.0 | Spoken_articles | 1665.0 | 0.0 | 0.0 |
| 128.0 | United_States_House_of_Representatives | 57.0 | 11.0 | 0.0 |
| 129.0 | People_by_nationality | 246.0 | 246.0 | 0.0 |
| 130.0 | WikiProject_Molecular_and_Cellular_Biology | 17.0 | 7.0 | 0.0 |
| 131.0 | Primate_stubs | 44.0 | 3.0 | 0.0 |
| 132.0 | Old_World_monkeys | 10.0 | 3.0 | 0.0 |
| 133.0 | Fauna_of_Thailand | 17.0 | 7.0 | 0.0 |
| 134.0 | Fighter_aircraft | 88.0 | 54.0 | 0.0 |
| 135.0 | Transport_in_Croatia | 14.0 | 12.0 | 0.0 |
| 136.0 | Requests_for_unblock | 93.0 | 4.0 | 0.0 |
| 137.0 | Volcanic_belts | 35.0 | 10.0 | 0.0 |
| 139.0 | Transport_in_Denmark | 25.0 | 18.0 | 0.0 |
| 140.0 | 2000s_single_stubs | 819.0 | 1.0 | 0.0 |
| 141.0 | Canaan | 60.0 | 11.0 | 0.0 |
| 142.0 | Women_writers | 12.0 | 11.0 | 0.0 |
| 143.0 | Start-Class_biography_(military)_articles | 43358.0 | 0.0 | 0.0 |
| 144.0 | Military_biography_work_group_articles | 83368.0 | 5.0 | 0.0 |
| 145.0 | Biography_articles_with_listas_parameter | 0.0 | 0.0 | 0.0 |
| 147.0 | Stub-Class_biography_(military)_articles | 20981.0 | 0.0 | 0.0 |
| 150.0 | Medieval_literature | 292.0 | 27.0 | 0.0 |
| 152.0 | Transport_in_Lithuania | 14.0 | 13.0 | 0.0 |
| 154.0 | Stub-Class_Animation_articles | 4161.0 | 8.0 | 0.0 |
| 156.0 | Articles_for_deletion | 551.0 | 1.0 | 0.0 |
| 157.0 | All_articles_to_be_expanded | 70437.0 | 0.0 | 0.0 |
| 159.0 | Wikipedian_college_students | 1401.0 | 1.0 | 0.0 |
| 160.0 | Images_lacking_a_description | 0.0 | 0.0 | 0.0 |
| 161.0 | Uploader_unsure_of_copyright_status | 5.0 | 1.0 | 4.0 |
| 164.0 | All_images_with_unknown_copyright_status | 0.0 | 0.0 | 0.0 |
| 165.0 | Attack_pages_for_speedy_deletion | 0.0 | 0.0 | 0.0 |
| 167.0 | Vietnamese_Confucianists | 41.0 | 0.0 | 0.0 |
| 169.0 | Transport_in_Mauritius | 11.0 | 8.0 | 0.0 |
| 170.0 | Mountain_biking | 49.0 | 15.0 | 0.0 |
| 171.0 | 1939_births | 10840.0 | 0.0 | 0.0 |
| 172.0 | Articles_lacking_sources_from_March_2008 | 645.0 | 0.0 | 0.0 |
| 173.0 | Living_people | 1049898.0 | 2.0 | 0.0 |
| 175.0 | Transport_in_Mozambique | 15.0 | 9.0 | 0.0 |
| 176.0 | Lists_of_railway_stations_in_the_United_Kingdom | 27.0 | 1.0 | 0.0 |
| 177.0 | North_America | 29.0 | 21.0 | 0.0 |
| 178.0 | Non-fiction_writers | 20.0 | 12.0 | 0.0 |
| 180.0 | Solid-state_computer_storage_media | 59.0 | 1.0 | 0.0 |
| 181.0 | USB | 95.0 | 1.0 | 0.0 |
| 182.0 | Subdivisions_of_Kosovo | 7.0 | 4.0 | 0.0 |
| 184.0 | Articles_needing_additional_references_from_June_2007 | 603.0 | 0.0 | 0.0 |
| 188.0 | Commonwealth_of_Nations | 65.0 | 25.0 | 0.0 |
| 189.0 | Political_history_of_Australia | 88.0 | 20.0 | 0.0 |
| 190.0 | Political_history_of_Canada | 128.0 | 31.0 | 0.0 |
| 191.0 | Political_history_of_the_United_Kingdom | 160.0 | 64.0 | 0.0 |
| 192.0 | Stub-Class_biography_(musicians)_articles | 60830.0 | 0.0 | 0.0 |
| 193.0 | Odonata | 17.0 | 8.0 | 0.0 |
| 194.0 | Companies_based_in_Vancouver | 220.0 | 9.0 | 0.0 |
| 196.0 | Video_game_developers | 73.0 | 14.0 | 0.0 |
| 197.0 | History_of_the_Kurds | 0.0 | 0.0 | 0.0 |
| 198.0 | Torchwood_episodes | 37.0 | 1.0 | 0.0 |
| 199.0 | Federal_assistance_in_the_United_States | 81.0 | 5.0 | 0.0 |
| 200.0 | Nutrition | 204.0 | 28.0 | 9.0 |
| 202.0 | United_States_Department_of_Agriculture | 304.0 | 6.0 | 0.0 |
| 203.0 | Transport_in_the_Cayman_Islands | 6.0 | 5.0 | 0.0 |
| 204.0 | All_pages_needing_cleanup | 34785.0 | 5.0 | 0.0 |
| 206.0 | Military_of_the_United_Kingdom | 127.0 | 60.0 | 2.0 |
| 207.0 | Start-Class_Canadian_communities_articles | 4008.0 | 0.0 | 0.0 |
| 209.0 | Food_and_drink_stubs | 14.0 | 14.0 | 0.0 |
| 210.0 | Moons | 39.0 | 17.0 | 1.0 |
| 211.0 | Miscellaneous_pages_for_deletion | 3.0 | 0.0 | 0.0 |
| 212.0 | 1733_establishments | 10.0 | 10.0 | 0.0 |
| 213.0 | 1776_disestablishments | 10.0 | 7.0 | 0.0 |
| 214.0 | British_North_America | 63.0 | 13.0 | 0.0 |
| 216.0 | Former_British_colonies | 11.0 | 8.0 | 0.0 |
| 217.0 | History_of_Georgia_(U.S._state) | 108.0 | 41.0 | 0.0 |
| 218.0 | Thirteen_Colonies | 28.0 | 8.0 | 0.0 |
| 219.0 | Wehrmacht | 63.0 | 12.0 | 0.0 |
| 220.0 | Precambrian | 14.0 | 7.0 | 0.0 |
| 221.0 | Start-Class_United_States_military_history_articles | 30836.0 | 0.0 | 0.0 |
| 222.0 | United_States_military_history_task_force_articles | 74074.0 | 3.0 | 0.0 |
| 223.0 | Start-Class_American_Civil_War_articles | 6567.0 | 0.0 | 0.0 |
| 224.0 | American_Civil_War_task_force_articles | 13078.0 | 3.0 | 0.0 |
| 225.0 | Start-Class_military_history_articles | 100531.0 | 2.0 | 0.0 |
| 226.0 | Military_history_articles_with_incomplete_B-Class_checklists | 0.0 | 0.0 | 0.0 |
| 227.0 | Literature_stubs | 132.0 | 24.0 | 0.0 |
| 228.0 | Transport_in_the_Netherlands_Antilles | 3.0 | 2.0 | 0.0 |
| 230.0 | Top_Gear | 39.0 | 3.0 | 0.0 |
| 231.0 | Wikipedia_cleanup | 41.0 | 20.0 | 0.0 |
| 232.0 | Stubs | 1.0 | 0.0 | 0.0 |
| 233.0 | Articles_needing_additional_references_from_September_2007 | 729.0 | 0.0 | 0.0 |
| 235.0 | Transport_in_Vanuatu | 7.0 | 5.0 | 0.0 |
| 236.0 | Sumer | 53.0 | 13.0 | 0.0 |
| 237.0 | Sumerian_cities | 33.0 | 6.0 | 0.0 |
| 239.0 | New_York_City_Department_of_Education | 36.0 | 3.0 | 0.0 |
| 240.0 | Screenshots_of_television | 16234.0 | 24.0 | 16210.0 |
| 241.0 | Al_Gore | 49.0 | 4.0 | 0.0 |
| 243.0 | American_male_singers | 1474.0 | 15.0 | 0.0 |
| 244.0 | Pakistani_names | 103.0 | 8.0 | 0.0 |
| 246.0 | Punjabi_tribes | 168.0 | 16.0 | 0.0 |
| 247.0 | Edina,_Minnesota | 15.0 | 3.0 | 0.0 |
| 249.0 | Agriculture | 140.0 | 42.0 | 0.0 |
| 250.0 | Molecular_physics | 90.0 | 10.0 | 0.0 |
| 251.0 | Wikipedia_controversial_topics | 3500.0 | 3.0 | 0.0 |
| 253.0 | Sony_Computer_Entertainment | 0.0 | 0.0 | 0.0 |
| 254.0 | Redirects_from_merges | 58346.0 | 4.0 | 0.0 |
| 256.0 | Leicester_City_F.C. | 28.0 | 9.0 | 2.0 |
| 257.0 | English_football_club_stubs | 88.0 | 2.0 | 0.0 |
| 258.0 | Bosnian_and_Herzegovinian_sportspeople | 0.0 | 0.0 | 0.0 |
| 259.0 | Bosnia_and_Herzegovina_sportspeople | 11.0 | 8.0 | 0.0 |
| 260.0 | Articles_that_include_images_for_deletion | 2.0 | 2.0 | 0.0 |
| 261.0 | Logging | 87.0 | 8.0 | 0.0 |
| 263.0 | Great_Western_Railway_locomotives | 191.0 | 12.0 | 0.0 |
| 265.0 | Chinese_Confucianists | 105.0 | 2.0 | 0.0 |
| 266.0 | Copyright_violations_for_speedy_deletion | 0.0 | 0.0 | 0.0 |
| 267.0 | Articles_lacking_sources_from_February_2008 | 426.0 | 0.0 | 0.0 |
| 268.0 | Ben_10 | 31.0 | 2.0 | 0.0 |
| 269.0 | Dessert_stubs | 538.0 | 2.0 | 0.0 |
| 270.0 | Cookies | 134.0 | 6.0 | 0.0 |
| 271.0 | Republican_Party_(United_States)_organizations | 85.0 | 4.0 | 0.0 |
| 273.0 | Biography_articles_of_living_people | 1099347.0 | 1.0 | 0.0 |
| 274.0 | Politics_and_government_work_group_articles_needing_infoboxes | 4394.0 | 0.0 | 0.0 |
| 275.0 | Biography_articles_without_listas_parameter | 333.0 | 0.0 | 0.0 |
| 278.0 | Ceramic_materials | 130.0 | 5.0 | 0.0 |
| 279.0 | 1980s_novel_stubs | 392.0 | 10.0 | 0.0 |
| 280.0 | Novel_stubs | 100.0 | 37.0 | 0.0 |
| 281.0 | Water_parks | 31.0 | 5.0 | 0.0 |
| 282.0 | Special_Operations_Executive | 63.0 | 3.0 | 0.0 |
| 283.0 | Theories | 66.0 | 11.0 | 0.0 |
| 284.0 | Greece | 20.0 | 16.0 | 0.0 |
| 285.0 | Wikipedians_interested_in_video_games | 1772.0 | 22.0 | 0.0 |
| 287.0 | Wikipedians_interested_in_law | 1300.0 | 11.0 | 0.0 |
| 288.0 | Wikipedians_interested_in_law_enforcement | 19.0 | 3.0 | 0.0 |
| 289.0 | Wikipedians_interested_in_politics | 3351.0 | 33.0 | 0.0 |
| 290.0 | Wikipedians_with_JD_degrees | 179.0 | 0.0 | 0.0 |
| 292.0 | 2008_albums | 3063.0 | 11.0 | 0.0 |
| 293.0 | Articles_needing_additional_references_from_February_2008 | 1058.0 | 0.0 | 0.0 |
| 294.0 | Political_science_terms | 0.0 | 0.0 | 0.0 |
| 295.0 | Political_theories | 333.0 | 53.0 | 0.0 |
| 296.0 | Politics_of_Scotland | 98.0 | 25.0 | 0.0 |
| 298.0 | Articles_with_topics_of_unclear_notability | 179.0 | 179.0 | 0.0 |
| 300.0 | Arctic_Monkeys | 14.0 | 5.0 | 0.0 |
| 301.0 | American_businesspeople | 1313.0 | 20.0 | 0.0 |
| 302.0 | National_Basketball_Association_executives | 119.0 | 5.0 | 0.0 |
| 304.0 | San_Antonio_Spurs | 25.0 | 9.0 | 0.0 |
| 305.0 | Seattle_SuperSonics | 21.0 | 9.0 | 0.0 |
| 306.0 | Year_of_birth_missing_(living_people) | 148543.0 | 0.0 | 0.0 |
| 307.0 | People_from_Chaco_Province | 12.0 | 5.0 | 0.0 |
| 308.0 | Argentine_footballers | 5842.0 | 4.0 | 0.0 |
| 310.0 | Arsenal_de_Sarandí_footballers | 345.0 | 0.0 | 0.0 |
| 311.0 | Cienciano_footballers | 180.0 | 0.0 | 0.0 |
| 312.0 | Ayyubid_dynasty | 16.0 | 8.0 | 0.0 |
| 313.0 | Goldfish_breeds | 28.0 | 0.0 | 0.0 |
| 314.0 | WikiProject_Chad_articles | 2471.0 | 2.0 | 0.0 |
| 315.0 | Stub-Class_Chad_articles | 946.0 | 0.0 | 0.0 |
| 316.0 | Unknown-importance_Chad_articles | 958.0 | 0.0 | 0.0 |
| 317.0 | Stub-Class_Africa_articles | 59570.0 | 2.0 | 0.0 |
| 318.0 | Unknown-importance_Africa_articles | 40366.0 | 2.0 | 0.0 |
| 319.0 | Stub-Class_African_military_history_articles | 1052.0 | 0.0 | 0.0 |
| 320.0 | African_military_history_task_force_articles | 8328.0 | 2.0 | 0.0 |
| 321.0 | Stub-Class_military_history_articles | 25029.0 | 2.0 | 0.0 |
| 322.0 | Structure_of_the_Earth | 67.0 | 9.0 | 0.0 |
| 323.0 | Electromagnetic_spectrum | 40.0 | 10.0 | 0.0 |
| 324.0 | Waves | 104.0 | 12.0 | 0.0 |
| 326.0 | Latin_language | 80.0 | 20.0 | 0.0 |
| 327.0 | Ancient_languages | 26.0 | 17.0 | 0.0 |
| 328.0 | Fusional_languages | 43.0 | 7.0 | 0.0 |
| 329.0 | Languages_of_Italy | 43.0 | 11.0 | 0.0 |
| 330.0 | Languages_of_Vatican_City | 7.0 | 2.0 | 0.0 |
| 331.0 | Latino-Faliscan_languages | 8.0 | 2.0 | 0.0 |
| 332.0 | All_That | 19.0 | 3.0 | 0.0 |
| 333.0 | The_War_of_the_Worlds | 9.0 | 2.0 | 0.0 |
| 336.0 | Anime_and_manga_characters_with_superhuman_strength | 109.0 | 1.0 | 0.0 |
| 337.0 | Anime_and_manga_martial_artists | 0.0 | 0.0 | 0.0 |
| 339.0 | English_women_writers | 414.0 | 7.0 | 0.0 |
| 340.0 | Semi-protected_templates | 0.0 | 0.0 | 0.0 |
| 341.0 | User_warning_templates | 331.0 | 8.0 | 0.0 |
| 342.0 | New_Zealand_Confucianists | 1.0 | 0.0 | 0.0 |
| 343.0 | Free-to-air | 61.0 | 0.0 | 0.0 |
| 344.0 | 2008_deaths | 8528.0 | 4.0 | 0.0 |
| 345.0 | Album_covers | 194252.0 | 4.0 | 194247.0 |
| 346.0 | Rhine_basin | 65.0 | 48.0 | 0.0 |
| 347.0 | Valdosta,_Georgia | 18.0 | 3.0 | 0.0 |
| 348.0 | National_Invitation_Tournament | 92.0 | 2.0 | 0.0 |
| 349.0 | Ghosts | 83.0 | 4.0 | 0.0 |
| 350.0 | Aer_Lingus | 12.0 | 1.0 | 2.0 |
| 351.0 | Deuteromycota | 11.0 | 0.0 | 0.0 |
| 352.0 | Fascism | 87.0 | 23.0 | 0.0 |
| 353.0 | 2006_Atlantic_hurricane_season | 12.0 | 0.0 | 0.0 |
| 354.0 | New_Zealand_people_by_religion | 14.0 | 14.0 | 0.0 |
| 355.0 | Confucianists_by_nationality | 10.0 | 10.0 | 0.0 |
| 356.0 | .NET_programming_languages | 36.0 | 1.0 | 0.0 |
| 357.0 | English_early_modern_theatre_companies | 23.0 | 1.0 | 0.0 |
| 358.0 | All_articles_proposed_for_deletion | 153.0 | 0.0 | 0.0 |
| 360.0 | Brand_name_food_products_stubs | 419.0 | 0.0 | 0.0 |
| 361.0 | Brand_name_snack_foods | 183.0 | 20.0 | 0.0 |
| 364.0 | Certification_marks | 93.0 | 5.0 | 0.0 |
| 365.0 | Energy_in_the_United_States | 78.0 | 18.0 | 0.0 |
| 366.0 | Product_certification | 58.0 | 8.0 | 0.0 |
| 367.0 | United_States_Environmental_Protection_Agency | 89.0 | 4.0 | 0.0 |
| 368.0 | United_States_environmental_law | 0.0 | 0.0 | 0.0 |
| 370.0 | South_Africa_geography_stubs | 52.0 | 11.0 | 0.0 |
| 371.0 | Capitals_in_Europe | 107.0 | 55.0 | 0.0 |
| 372.0 | Capitals_in_Asia | 129.0 | 58.0 | 0.0 |
| 375.0 | Uncategorized_pages | 744.0 | 3.0 | 0.0 |
| 376.0 | Slovakia | 18.0 | 15.0 | 0.0 |
| 377.0 | Monroe,_Louisiana | 17.0 | 5.0 | 0.0 |
| 378.0 | Croatian_football_biography_stubs | 150.0 | 5.0 | 0.0 |
| 379.0 | 1958_births | 14421.0 | 0.0 | 0.0 |
| 380.0 | Croatian_footballers | 1680.0 | 4.0 | 0.0 |
| 382.0 | 1982_FIFA_World_Cup_players | 526.0 | 0.0 | 0.0 |
| 385.0 | Cercle_Brugge_K.S.V._players | 373.0 | 0.0 | 0.0 |
| 386.0 | All_articles_needing_copy_edit | 1925.0 | 0.0 | 0.0 |
| 387.0 | Articles_lacking_reliable_references_from_August_2007 | 111.0 | 0.0 | 0.0 |
| 388.0 | Articles_that_need_to_differentiate_between_fact_and_fiction | 194.0 | 194.0 | 0.0 |
| 390.0 | DC_Comics_titles | 477.0 | 27.0 | 0.0 |
| 391.0 | Teen_Titans | 9.0 | 4.0 | 0.0 |
| 393.0 | Articles_that_need_to_be_wikified | 0.0 | 0.0 | 0.0 |
| 394.0 | Articles_with_peacock_terms | 156.0 | 156.0 | 0.0 |
| 395.0 | Screen_actor_stubs | 34.0 | 10.0 | 0.0 |
| 396.0 | Gang_films | 4.0 | 4.0 | 0.0 |
| 398.0 | Elk_County,_Kansas | 11.0 | 6.0 | 0.0 |
| 399.0 | G8 | 0.0 | 0.0 | 0.0 |
| 400.0 | Materialism | 55.0 | 10.0 | 0.0 |
| 401.0 | Buenos_Aires | 53.0 | 19.0 | 2.0 |
| 402.0 | Administrative_backlog | 18.0 | 6.0 | 0.0 |
| 403.0 | Stub-Class_United_States_military_history_articles | 6719.0 | 0.0 | 0.0 |
| 404.0 | Stub-Class_American_Civil_War_articles | 1761.0 | 0.0 | 0.0 |
| 405.0 | Candidates_for_speedy_deletion_by_user | 1.0 | 1.0 | 0.0 |
| 406.0 | Star_Fleet_Universe | 14.0 | 1.0 | 0.0 |
| 407.0 | Star_Trek_templates | 44.0 | 1.0 | 0.0 |
| 408.0 | Wikipedia_templates_for_deletion | 0.0 | 0.0 | 0.0 |
| 410.0 | Articles_lacking_sources_from_March_2007 | 555.0 | 0.0 | 0.0 |
| 411.0 | Rivers_of_Ecuador | 88.0 | 2.0 | 0.0 |
| 412.0 | Rivers_of_Peru | 130.0 | 3.0 | 0.0 |
| 414.0 | Bosnian_and_Herzegovinian_martial_artists | 0.0 | 0.0 | 0.0 |
| 415.0 | Bosnia_and_Herzegovina_martial_artists | 11.0 | 11.0 | 0.0 |
| 416.0 | School_districts_in_Georgia_(U.S._state) | 188.0 | 3.0 | 3.0 |
| 417.0 | Columbia_County,_Georgia | 9.0 | 6.0 | 0.0 |
| 419.0 | Radio_stations_in_Montana | 262.0 | 8.0 | 0.0 |
| 420.0 | Radio_station_logos | 7732.0 | 3.0 | 7729.0 |
| 421.0 | Elephants | 69.0 | 16.0 | 0.0 |
| 422.0 | Fauna_of_Angola | 14.0 | 3.0 | 0.0 |
| 423.0 | Fauna_of_Burkina_Faso | 9.0 | 3.0 | 0.0 |
| 424.0 | Fauna_of_Ethiopia | 46.0 | 5.0 | 0.0 |
| 425.0 | Fauna_of_Namibia | 37.0 | 5.0 | 0.0 |
| 426.0 | Fauna_of_South_Africa | 72.0 | 8.0 | 0.0 |
| 427.0 | Fauna_of_Sudan | 11.0 | 5.0 | 0.0 |
| 428.0 | Fauna_of_Tanzania | 83.0 | 5.0 | 0.0 |
| 429.0 | Fauna_of_West_Africa | 20.0 | 20.0 | 0.0 |
| 430.0 | Fauna_of_Zambia | 51.0 | 4.0 | 0.0 |
| 431.0 | Fauna_of_the_Democratic_Republic_of_the_Congo | 28.0 | 4.0 | 0.0 |
| 432.0 | Fauna_of_the_Republic_of_the_Congo | 63.0 | 3.0 | 0.0 |
| 433.0 | Fauna_of_the_Sahara | 39.0 | 2.0 | 0.0 |
| 434.0 | Mammals_of_Africa | 78.0 | 23.0 | 0.0 |
| 435.0 | Mammals_of_Kenya | 108.0 | 0.0 | 0.0 |
| 437.0 | Vulnerable_species | 15.0 | 10.0 | 0.0 |
| 438.0 | Australia_stubs | 290.0 | 26.0 | 0.0 |
| 439.0 | United_States_government_images | 1073.0 | 18.0 | 1055.0 |
| 441.0 | Economy_of_Poland | 43.0 | 24.0 | 0.0 |
| 442.0 | Terminator:_The_Sarah_Connor_Chronicles | 7.0 | 3.0 | 0.0 |
| 443.0 | All_dead-end_pages | 1.0 | 0.0 | 0.0 |
| 445.0 | Country_radio_stations_in_the_United_States | 1414.0 | 6.0 | 0.0 |
| 446.0 | Missoula_County,_Montana | 15.0 | 6.0 | 0.0 |
| 447.0 | Montana_radio_station_stubs | 159.0 | 0.0 | 0.0 |
| 449.0 | Republika_Srpska | 32.0 | 17.0 | 0.0 |
| 450.0 | Subdivisions_of_Bosnia_and_Herzegovina | 13.0 | 7.0 | 0.0 |
| 452.0 | WikiProject_Radio_Stations | 4.0 | 2.0 | 0.0 |
| 453.0 | Stub-Class_Montana_articles | 2752.0 | 0.0 | 0.0 |
| 454.0 | History_of_North_America | 74.0 | 35.0 | 0.0 |
| 455.0 | Flora_of_Cambodia | 102.0 | 3.0 | 0.0 |
| 456.0 | Post-apocalyptic_fiction | 48.0 | 16.0 | 0.0 |
| 458.0 | Low-importance_plant_articles | 81288.0 | 1.0 | 0.0 |
| 461.0 | Albinism | 18.0 | 5.0 | 0.0 |
| 462.0 | American_college_basketball_templates | 33.0 | 3.0 | 0.0 |
| 463.0 | Acronyms | 64.0 | 3.0 | 0.0 |
| 465.0 | Anti-communism | 143.0 | 31.0 | 0.0 |
| 469.0 | Cold_War_treaties | 121.0 | 39.0 | 0.0 |
| 470.0 | Foreign_relations_of_the_Soviet_Union | 163.0 | 36.0 | 0.0 |
| 471.0 | International_military_organizations | 39.0 | 6.0 | 0.0 |
| 473.0 | Military_alliances | 17.0 | 2.0 | 0.0 |
| 475.0 | NATO | 64.0 | 19.0 | 0.0 |
| 476.0 | Organisations_based_in_Belgium | 30.0 | 12.0 | 1.0 |
| 477.0 | Organizations_established_in_1949 | 155.0 | 15.0 | 0.0 |
| 478.0 | Supraorganizations | 101.0 | 19.0 | 0.0 |
| 479.0 | Wikipedia_articles_in_need_of_updating | 175.0 | 175.0 | 0.0 |
| 480.0 | Serial_killer_films | 21.0 | 9.0 | 0.0 |
| 481.0 | Country_radio_stations_in_Canada | 128.0 | 0.0 | 0.0 |
| 482.0 | Hentai | 28.0 | 9.0 | 0.0 |
| 483.0 | Mid-importance_Mountain_articles | 2455.0 | 0.0 | 0.0 |
| 484.0 | Low-importance_Mountain_articles | 29415.0 | 0.0 | 0.0 |
| 485.0 | Autobiographical_articles | 169.0 | 169.0 | 0.0 |
| 490.0 | Surenos | 0.0 | 0.0 | 0.0 |
| 491.0 | The_Bold_and_the_Beautiful | 4.0 | 2.0 | 0.0 |
| 492.0 | Tragulidae | 0.0 | 0.0 | 0.0 |
| 493.0 | Polish_language | 49.0 | 17.0 | 0.0 |
| 495.0 | 2007_singles | 2012.0 | 1.0 | 0.0 |
| 497.0 | Sum_41_songs | 39.0 | 0.0 | 0.0 |
| 498.0 | Thrones | 20.0 | 1.0 | 0.0 |
| 499.0 | Trinidadian_and_Tobagonian_martial_artists | 0.0 | 0.0 | 0.0 |
| 500.0 | Trinidad_and_Tobago_martial_artists | 9.0 | 9.0 | 0.0 |
| 501.0 | Algiers | 30.0 | 14.0 | 0.0 |
| 502.0 | Unassessed_biography_(musicians)_articles | 4828.0 | 0.0 | 0.0 |
| 504.0 | Food_ingredient_stubs | 142.0 | 1.0 | 0.0 |
| 505.0 | 1863_births | 3169.0 | 0.0 | 0.0 |
| 506.0 | 1900_deaths | 1969.0 | 2.0 | 0.0 |
| 507.0 | American_folklore | 286.0 | 31.0 | 0.0 |
| 508.0 | Disasters_in_Mississippi | 7.0 | 4.0 | 0.0 |
| 509.0 | People_from_Missouri | 111.0 | 13.0 | 0.0 |
| 510.0 | People_in_rail_transport | 22.0 | 14.0 | 0.0 |
| 512.0 | Railway_accidents_in_the_United_States | 0.0 | 0.0 | 0.0 |
| 513.0 | Canadian_indie_rock_groups | 354.0 | 0.0 | 0.0 |
| 516.0 | Swindon_Town_F.C. | 28.0 | 7.0 | 9.0 |
| 520.0 | 2006_albums | 3202.0 | 11.0 | 0.0 |
| 522.0 | Stillste_Stund_albums | 6.0 | 0.0 | 0.0 |
| 524.0 | Start-Class_language_articles | 3627.0 | 0.0 | 0.0 |
| 526.0 | Maximum_Ride | 10.0 | 0.0 | 0.0 |
| 527.0 | Biography_(musicians)_articles_by_quality | 20.0 | 18.0 | 0.0 |
| 530.0 | Habits | 34.0 | 5.0 | 0.0 |
| 531.0 | Personal_development | 112.0 | 19.0 | 0.0 |
| 532.0 | Self | 83.0 | 12.0 | 0.0 |
| 535.0 | G-Unit_Records_albums | 12.0 | 1.0 | 0.0 |
| 536.0 | G-Unit_albums | 7.0 | 0.0 | 0.0 |
| 537.0 | Carthage | 70.0 | 10.0 | 0.0 |
| 538.0 | 1936_births | 10149.0 | 0.0 | 0.0 |
| 539.0 | 2002_deaths | 6800.0 | 4.0 | 0.0 |
| 540.0 | American_children's_writers | 2006.0 | 12.0 | 0.0 |
| 541.0 | Antioch_College_alumni | 263.0 | 0.0 | 0.0 |
| 543.0 | Edgar_Award_winners | 395.0 | 1.0 | 0.0 |
| 544.0 | Laura_Ingalls_Wilder_Medal_winners | 21.0 | 0.0 | 0.0 |
| 545.0 | MacArthur_Fellows | 1068.0 | 0.0 | 0.0 |
| 546.0 | Newbery_Medal_winners | 95.0 | 0.0 | 0.0 |
| 547.0 | People_from_Yellow_Springs,_Ohio | 46.0 | 0.0 | 0.0 |
| 550.0 | Available_translators_in_Wikipedia | 175.0 | 167.0 | 0.0 |
| 551.0 | Translators_pt-en | 111.0 | 0.0 | 0.0 |
| 552.0 | University_of_Ottawa | 45.0 | 5.0 | 2.0 |
| 555.0 | All_orphaned_articles | 80822.0 | 0.0 | 0.0 |
| 556.0 | Articles_lacking_reliable_references_from_March_2008 | 352.0 | 0.0 | 0.0 |
| 557.0 | American_screen_actor,_1920s_birth_stubs | 67.0 | 0.0 | 0.0 |
| 558.0 | YouTube_videos | 5.0 | 5.0 | 0.0 |
| 559.0 | YouTube | 93.0 | 11.0 | 0.0 |
| 560.0 | Wikipedia_style_guidelines | 6.0 | 2.0 | 0.0 |
| 561.0 | Austrian_literature | 34.0 | 14.0 | 0.0 |
| 562.0 | Austrian_novels | 51.0 | 9.0 | 0.0 |
| 563.0 | Naruto_characters | 20.0 | 1.0 | 0.0 |
| 564.0 | Ancient_Roman_people_stubs | 454.0 | 2.0 | 0.0 |
| 565.0 | Ancient_Roman_women | 10.0 | 10.0 | 0.0 |
| 566.0 | Kosher_food | 68.0 | 11.0 | 0.0 |
| 569.0 | Companies_based_in_Redmond,_Washington | 29.0 | 1.0 | 0.0 |
| 570.0 | Companies_established_in_1889 | 17.0 | 15.0 | 0.0 |
| 572.0 | Companies_listed_on_the_Frankfurt_Stock_Exchange | 107.0 | 1.0 | 0.0 |
| 573.0 | Companies_listed_on_the_Tokyo_Stock_Exchange | 571.0 | 32.0 | 0.0 |
| 574.0 | Companies_of_Japan | 35.0 | 25.0 | 0.0 |
| 575.0 | Entertainment_Software_Association | 7.0 | 1.0 | 0.0 |
| 577.0 | Nintendo | 58.0 | 22.0 | 0.0 |
| 578.0 | Video_game_publishers | 627.0 | 56.0 | 0.0 |
| 584.0 | Coastal_cities | 0.0 | 0.0 | 0.0 |
| 585.0 | Comarques_of_the_Valencian_Community | 73.0 | 36.0 | 0.0 |
| 586.0 | Former_national_capitals | 110.0 | 26.0 | 0.0 |
| 588.0 | Port_cities_and_towns_in_Spain | 4.0 | 3.0 | 0.0 |
| 589.0 | Port_cities_of_the_Mediterranean_Sea | 31.0 | 23.0 | 0.0 |
| 590.0 | Roman_sites_in_Spain | 67.0 | 7.0 | 0.0 |
| 592.0 | Valencia | 22.0 | 13.0 | 1.0 |
| 593.0 | WikiProject_Geography_of_Canada_articles | 2.0 | 2.0 | 0.0 |
| 594.0 | B-Class_Geography_of_Canada_articles | 246.0 | 0.0 | 0.0 |
| 595.0 | Mid-importance_Geography_of_Canada_articles | 3851.0 | 0.0 | 0.0 |
| 596.0 | B-Class_Canada-related_articles | 2623.0 | 0.0 | 0.0 |
| 597.0 | Mid-importance_Canada-related_articles | 12819.0 | 0.0 | 0.0 |
| 598.0 | Good_article_nominees | 547.0 | 6.0 | 0.0 |
| 601.0 | Psychological_theories | 202.0 | 14.0 | 0.0 |
| 603.0 | Unassessed_rail_transport_articles | 2197.0 | 6.0 | 0.0 |
| 604.0 | Unknown-importance_rail_transport_articles | 8466.0 | 3.0 | 0.0 |
| 605.0 | Unassessed_UK_Railways_articles | 20.0 | 0.0 | 0.0 |
| 606.0 | Unknown-importance_UK_Railways_articles | 132.0 | 0.0 | 0.0 |
| 607.0 | Rail_transport_articles_needing_images | 0.0 | 0.0 | 0.0 |
| 608.0 | Bangladesh | 23.0 | 19.0 | 0.0 |
| 609.0 | Guelph,_Ontario | 0.0 | 0.0 | 0.0 |
| 610.0 | 1981_births | 16452.0 | 0.0 | 0.0 |
| 612.0 | African-American_actors | 49.0 | 5.0 | 0.0 |
| 613.0 | African-American_singers | 14.0 | 9.0 | 0.0 |
| 614.0 | American_Idol_participants | 389.0 | 1.0 | 0.0 |
| 616.0 | American_dance_musicians | 545.0 | 2.0 | 0.0 |
| 617.0 | American_film_actors | 70.0 | 9.0 | 0.0 |
| 618.0 | American_rhythm_and_blues_singers | 433.0 | 5.0 | 0.0 |
| 619.0 | BAFTA_winners_(people) | 278.0 | 27.0 | 0.0 |
| 620.0 | Best_Supporting_Actress_Academy_Award_winners | 86.0 | 1.0 | 0.0 |
| 621.0 | Best_Supporting_Actress_Golden_Globe_(film)_winners | 76.0 | 1.0 | 0.0 |
| 623.0 | Shared_IP_addresses | 0.0 | 0.0 | 0.0 |
| 624.0 | Articles_lacking_reliable_references_from_January_2008 | 231.0 | 0.0 | 0.0 |
| 625.0 | Wikipedia_introduction_cleanup | 162.0 | 162.0 | 0.0 |
| 626.0 | WikiProject_Museums_members | 76.0 | 0.0 | 0.0 |
| 630.0 | Suez_Canal | 59.0 | 5.0 | 0.0 |
| 631.0 | Arts_and_entertainment_work_group_articles | 182819.0 | 8.0 | 0.0 |
| 632.0 | Wikipedia_requested_photographs_of_artists_and_entertainers | 14069.0 | 2.0 | 0.0 |
| 633.0 | Stub-Class_biography_(arts_and_entertainment)_articles | 74012.0 | 0.0 | 0.0 |
| 636.0 | Chinese_words_and_phrases | 173.0 | 13.0 | 0.0 |
| 637.0 | Condiments | 147.0 | 19.0 | 0.0 |
| 638.0 | Indonesian_words_and_phrases | 50.0 | 2.0 | 0.0 |
| 639.0 | Malay_words_and_phrases | 38.0 | 0.0 | 0.0 |
| 640.0 | Tomato_products | 13.0 | 2.0 | 0.0 |
| 641.0 | Golfers_by_nationality | 87.0 | 87.0 | 0.0 |
| 642.0 | Trinidadian_and_Tobagonian_sportspeople | 0.0 | 0.0 | 0.0 |
| 643.0 | Botanical_gardens_in_North_Carolina | 28.0 | 1.0 | 0.0 |
| 645.0 | People_from_Lima | 440.0 | 1.0 | 0.0 |
| 646.0 | Sporting_Cristal_footballers | 319.0 | 0.0 | 0.0 |
| 647.0 | Racing_de_Santander_footballers | 0.0 | 0.0 | 0.0 |
| 648.0 | Philippines_geography_stubs | 512.0 | 7.0 | 0.0 |
| 649.0 | Stub-Class_Evolutionary_biology_articles | 138.0 | 0.0 | 0.0 |
| 650.0 | Low-importance_Evolutionary_biology_articles | 616.0 | 0.0 | 0.0 |
| 651.0 | WikiProject_Evolutionary_biology_articles | 1370.0 | 4.0 | 0.0 |
| 652.0 | Continents | 44.0 | 21.0 | 0.0 |
| 653.0 | Regions_of_the_Americas | 22.0 | 16.0 | 0.0 |
| 654.0 | MicroProse | 7.0 | 2.0 | 0.0 |
| 655.0 | MicroProse_games | 111.0 | 3.0 | 0.0 |
| 656.0 | Companies_established_in_1982 | 114.0 | 21.0 | 0.0 |
| 657.0 | 1953_births | 14062.0 | 0.0 | 0.0 |
| 658.0 | American_poets | 257.0 | 24.0 | 0.0 |
| 659.0 | Children's_writers | 23.0 | 13.0 | 0.0 |
| 661.0 | People_from_Fresno,_California | 154.0 | 6.0 | 0.0 |
| 662.0 | University_of_California,_Riverside_faculty | 196.0 | 0.0 | 0.0 |
| 663.0 | Writers_of_young_adult_literature | 31.0 | 6.0 | 0.0 |
| 664.0 | Exopedianist_Wikipedians | 191.0 | 0.0 | 0.0 |
| 665.0 | Immediatist_Wikipedians | 108.0 | 0.0 | 0.0 |
| 666.0 | Incrementalist_Wikipedians | 137.0 | 0.0 | 0.0 |
| 667.0 | Separatist_Wikipedians | 35.0 | 0.0 | 0.0 |
| 668.0 | Structurist_Wikipedians | 160.0 | 0.0 | 0.0 |
| 669.0 | Led_Zeppelin | 40.0 | 9.0 | 0.0 |
| 671.0 | Firelighting | 23.0 | 7.0 | 0.0 |
| 674.0 | 2003_novels | 154.0 | 16.0 | 0.0 |
| 675.0 | Fantasy_novels | 35.0 | 13.0 | 0.0 |
| 677.0 | Young_adult_novels | 82.0 | 11.0 | 0.0 |
| 679.0 | Yosemite_National_Park | 128.0 | 7.0 | 0.0 |
| 680.0 | Peru_international_footballers | 425.0 | 4.0 | 0.0 |
| 681.0 | Jewish_boxers | 129.0 | 1.0 | 0.0 |
| 682.0 | Wikipedia_requested_photographs_of_military-people | 8707.0 | 0.0 | 0.0 |
| 683.0 | Champ_Car | 36.0 | 12.0 | 0.0 |
| 684.0 | Botanist_stubs | 303.0 | 4.0 | 0.0 |
| 685.0 | Articles_to_be_merged | 27.0 | 27.0 | 0.0 |
| 686.0 | Articles_lacking_sources_from_September_2007 | 209.0 | 0.0 | 0.0 |
| 687.0 | History_of_Pakistan | 230.0 | 17.0 | 0.0 |
| 688.0 | History_of_Sindh | 139.0 | 17.0 | 0.0 |
| 691.0 | Ancient_Greek_theatre | 84.0 | 9.0 | 0.0 |
| 692.0 | Ancient_Greek_dramatists_and_playwrights | 101.0 | 5.0 | 0.0 |
| 693.0 | DC_Comics_superhero_teams | 134.0 | 11.0 | 0.0 |
| 696.0 | Redundant_infobox_title_param | 2396.0 | 0.0 | 0.0 |
| 697.0 | History_of_Sudan | 122.0 | 28.0 | 0.0 |
| 698.0 | Articles_needing_additional_references_from_May_2007 | 515.0 | 0.0 | 0.0 |
| 699.0 | WikiProject_Jazz_articles | 33101.0 | 7.0 | 0.0 |
| 700.0 | YMCA | 42.0 | 5.0 | 0.0 |
| 701.0 | Geology_stubs | 540.0 | 17.0 | 0.0 |
| 703.0 | Singaporean_Confucianists | 3.0 | 0.0 | 0.0 |
| 704.0 | WikiProject_Articles_for_creation_participants | 0.0 | 0.0 | 0.0 |
| 705.0 | 2000s_heavy_metal_album_stubs | 616.0 | 7.0 | 0.0 |
| 706.0 | Articles_needing_additional_references_from_March_2008 | 1140.0 | 0.0 | 0.0 |
| 707.0 | American_Idol | 32.0 | 8.0 | 0.0 |
| 708.0 | Start-Class_biography_(arts_and_entertainment)_articles | 75457.0 | 0.0 | 0.0 |
| 710.0 | One_Life_to_Live_characters | 101.0 | 3.0 | 0.0 |
| 711.0 | One_Life_to_Live | 23.0 | 2.0 | 0.0 |
| 712.0 | Single_stubs | 11.0 | 9.0 | 0.0 |
| 713.0 | Peruvian_footballers | 782.0 | 4.0 | 0.0 |
| 714.0 | Peruvian_football_biography_stubs | 184.0 | 4.0 | 0.0 |
| 716.0 | Science_stubs | 197.0 | 27.0 | 0.0 |
| 717.0 | Wikipedia_articles_needing_context | 124.0 | 124.0 | 0.0 |
| 718.0 | Khazars | 38.0 | 8.0 | 0.0 |
| 719.0 | Singaporean_people_by_religion | 10.0 | 10.0 | 0.0 |
| 721.0 | 2003_disestablishments | 26.0 | 24.0 | 0.0 |
| 722.0 | Aaliyah | 10.0 | 5.0 | 0.0 |
| 723.0 | The_Rolling_Stones | 57.0 | 10.0 | 1.0 |
| 724.0 | Energy_templates | 35.0 | 6.0 | 0.0 |
| 725.0 | Template-Class_Environment_articles | 139.0 | 0.0 | 0.0 |
| 726.0 | WikiProject_Environment | 26.0 | 8.0 | 0.0 |
| 727.0 | Speakers_of_the_United_States_House_of_Representatives | 62.0 | 5.0 | 0.0 |
| 728.0 | Wonder_Woman | 23.0 | 6.0 | 0.0 |
| 729.0 | 1873_births | 3865.0 | 0.0 | 0.0 |
| 730.0 | 1944_deaths | 5083.0 | 2.0 | 0.0 |
| 731.0 | French_physicists | 290.0 | 17.0 | 0.0 |
| 732.0 | French_scientist_stubs | 298.0 | 5.0 | 0.0 |
| 733.0 | The_Pendragon_Adventure | 10.0 | 0.0 | 0.0 |
| 734.0 | Singapore | 19.0 | 16.0 | 0.0 |
| 735.0 | English_musical_groups | 17.0 | 10.0 | 0.0 |
| 737.0 | Food_law | 94.0 | 12.0 | 0.0 |
| 738.0 | Jewish_law_and_rituals | 126.0 | 28.0 | 3.0 |
| 739.0 | 2008_songs | 2618.0 | 0.0 | 0.0 |
| 741.0 | 2008_singles | 1981.0 | 1.0 | 0.0 |
| 742.0 | Construction_and_civil_engineering_companies_of_the_United_States | 268.0 | 5.0 | 0.0 |
| 743.0 | Turtles | 22.0 | 16.0 | 0.0 |
| 746.0 | Districts_of_Cardiff | 37.0 | 4.0 | 0.0 |
| 747.0 | Villages_in_Cardiff | 12.0 | 2.0 | 0.0 |
| 748.0 | 1968_births | 14982.0 | 0.0 | 0.0 |
| 749.0 | People_from_Essex | 272.0 | 53.0 | 0.0 |
| 750.0 | American_rappers | 248.0 | 8.0 | 0.0 |
| 752.0 | Mid-importance_Animation_articles | 1100.0 | 21.0 | 0.0 |
| 754.0 | All_articles_with_dead_external_links | 259712.0 | 0.0 | 0.0 |
| 756.0 | Wikipedia_external_links_cleanup | 110.0 | 110.0 | 0.0 |
| 757.0 | Rugs_and_carpets | 92.0 | 13.0 | 0.0 |
| 759.0 | Little_Britain_characters | 3.0 | 1.0 | 0.0 |
| 760.0 | Independence_movements | 195.0 | 51.0 | 0.0 |
| 761.0 | Grayslake,_Illinois | 8.0 | 1.0 | 0.0 |
| 762.0 | User_en | 5066.0 | 27.0 | 0.0 |
| 763.0 | Australia | 19.0 | 15.0 | 0.0 |
| 764.0 | Radio-frequency_identification | 130.0 | 6.0 | 0.0 |
| 765.0 | Neptune | 23.0 | 5.0 | 0.0 |
| 766.0 | Cold_War_weapons_by_country | 12.0 | 11.0 | 0.0 |
| 767.0 | Weapons_of_the_United_States | 40.0 | 24.0 | 0.0 |
| 768.0 | Companies_established_in_2005 | 186.0 | 19.0 | 0.0 |
| 769.0 | Video_game_company_stubs | 118.0 | 20.0 | 0.0 |
| 770.0 | Giza_Plateau | 29.0 | 0.0 | 0.0 |
| 771.0 | 1990s_action_films | 203.0 | 25.0 | 0.0 |
| 772.0 | 1996_films | 1490.0 | 19.0 | 0.0 |
| 774.0 | American_films | 33.0 | 32.0 | 0.0 |
| 775.0 | English-language_films | 335.0 | 143.0 | 0.0 |
| 776.0 | Estudios_Churubusco_films | 40.0 | 0.0 | 0.0 |
| 778.0 | Romantic_drama_films | 8.0 | 7.0 | 0.0 |
| 780.0 | Teen_romance_films | 9.0 | 7.0 | 0.0 |
| 782.0 | Protected_areas_of_India | 27.0 | 12.0 | 0.0 |
| 783.0 | People_from_Morelia | 57.0 | 1.0 | 0.0 |
| 784.0 | Loire-Atlantique_geography_stubs | 247.0 | 0.0 | 0.0 |
| 785.0 | Pays-de-la-Loire_geography_stubs | 34.0 | 5.0 | 0.0 |
| 786.0 | Sexual_selection | 60.0 | 1.0 | 0.0 |
| 787.0 | Ecology | 356.0 | 32.0 | 0.0 |
| 788.0 | Mating_systems | 26.0 | 5.0 | 0.0 |
| 789.0 | Reproduction | 89.0 | 12.0 | 0.0 |
| 790.0 | Mating | 45.0 | 5.0 | 0.0 |
| 791.0 | The_Veronicas | 10.0 | 3.0 | 0.0 |
| 792.0 | PSV_Eindhoven | 25.0 | 8.0 | 3.0 |
| 793.0 | Unión_de_Santa_Fe_footballers | 349.0 | 0.0 | 0.0 |
| 795.0 | 1893_births | 5370.0 | 0.0 | 0.0 |
| 796.0 | 1967_deaths | 4630.0 | 2.0 | 0.0 |
| 798.0 | Brooklyn_Robins_players | 237.0 | 0.0 | 0.0 |
| 799.0 | St._Louis_Cardinals_players | 1912.0 | 1.0 | 0.0 |
| 800.0 | Chicago_Cubs_players | 1958.0 | 3.0 | 0.0 |
| 801.0 | Major_League_Baseball_coaches | 23.0 | 10.0 | 0.0 |
| 802.0 | Minor_league_baseball_managers | 2250.0 | 67.0 | 0.0 |
| 803.0 | Baseball_shortstop_stubs | 155.0 | 1.0 | 0.0 |
| 804.0 | Portsmouth_F.C. | 20.0 | 8.0 | 0.0 |
| 805.0 | Roman_Catholic_Archdiocese_of_Detroit | 98.0 | 6.0 | 0.0 |
| 806.0 | Skateboarding | 64.0 | 13.0 | 0.0 |
| 807.0 | Expatriate_footballers_in_Argentina | 1504.0 | 1.0 | 0.0 |
| 808.0 | Brighton_&_Hove_Albion_F.C. | 24.0 | 9.0 | 1.0 |
| 809.0 | AFC_Cup | 6.0 | 5.0 | 0.0 |
| 810.0 | Unassessed_Baseball_articles | 654.0 | 1.0 | 0.0 |
| 811.0 | Unknown-importance_Baseball_articles | 8053.0 | 1.0 | 0.0 |
| 812.0 | WikiProject_Baseball_articles | 84678.0 | 6.0 | 0.0 |
| 813.0 | Microbiology | 176.0 | 23.0 | 0.0 |
| 815.0 | Protista | 15.0 | 2.0 | 0.0 |
| 816.0 | Wikipedia_basic_information | 81.0 | 6.0 | 0.0 |
| 817.0 | Articles_with_dead_external_links | 173.0 | 171.0 | 0.0 |
| 818.0 | All_articles_with_broken_or_outdated_citations | 160.0 | 0.0 | 0.0 |
| 821.0 | My_Chemical_Romance | 10.0 | 5.0 | 0.0 |
| 822.0 | Rongorongo | 29.0 | 1.0 | 14.0 |
| 823.0 | 2000s_song_stubs | 146.0 | 7.0 | 0.0 |
| 824.0 | 1891_births | 5295.0 | 0.0 | 0.0 |
| 825.0 | 1964_deaths | 4346.0 | 2.0 | 0.0 |
| 826.0 | Chicago_White_Sox_players | 1840.0 | 1.0 | 0.0 |
| 830.0 | Baseball_center_fielder_stubs | 49.0 | 0.0 | 0.0 |
| 831.0 | Dance-pop_songs | 659.0 | 34.0 | 0.0 |
| 832.0 | Nicole_Scherzinger_songs | 30.0 | 0.0 | 0.0 |
| 835.0 | Self-reference | 29.0 | 5.0 | 0.0 |
| 836.0 | Articles_needing_additional_references | 205.0 | 204.0 | 0.0 |
| 837.0 | 1961_births | 14715.0 | 0.0 | 0.0 |
| 841.0 | Olympic_footballers_of_Yugoslavia | 172.0 | 0.0 | 0.0 |
| 842.0 | Footballers_at_the_1984_Summer_Olympics | 268.0 | 0.0 | 0.0 |
| 843.0 | Olympic_bronze_medalists_for_Yugoslavia | 90.0 | 0.0 | 0.0 |
| 844.0 | Croatian_football_managers | 307.0 | 1.0 | 0.0 |
| 845.0 | High-importance_Green_Bay_Packers_articles | 166.0 | 0.0 | 0.0 |
| 846.0 | Unknown-importance_Green_Bay_Packers_articles | 2.0 | 0.0 | 0.0 |
| 847.0 | Thompson-Nicola_Regional_District | 23.0 | 3.0 | 0.0 |
| 849.0 | American_tennis_coaches | 205.0 | 2.0 | 0.0 |
| 850.0 | Postcolonialism | 69.0 | 9.0 | 0.0 |
| 851.0 | Sexual_fetishism | 109.0 | 11.0 | 0.0 |
| 853.0 | Buildings_and_structures_in_the_San_Francisco_Bay_Area | 26.0 | 22.0 | 0.0 |
| 854.0 | Lighthouses_in_California | 20.0 | 5.0 | 0.0 |
| 856.0 | Construction_and_civil_engineering_companies_by_country | 69.0 | 69.0 | 0.0 |
| 858.0 | Trinidad_and_Tobago_sportspeople | 11.0 | 11.0 | 0.0 |
| 860.0 | Screenshots_of_films | 5083.0 | 8.0 | 5075.0 |
| 861.0 | San_Jose_Earthquakes | 28.0 | 9.0 | 1.0 |
| 862.0 | 1964_births | 15643.0 | 0.0 | 0.0 |
| 863.0 | Swedish_curlers | 7.0 | 7.0 | 0.0 |
| 864.0 | Winter_Olympics_medalists | 5.0 | 5.0 | 0.0 |
| 865.0 | Curlers_at_the_1998_Winter_Olympics | 77.0 | 0.0 | 0.0 |
| 866.0 | Olympic_bronze_medalists_for_Sweden | 466.0 | 0.0 | 0.0 |
| 867.0 | Curling_biography_stubs | 173.0 | 17.0 | 0.0 |
| 868.0 | Swedish_Olympic_medalist_stubs | 544.0 | 1.0 | 0.0 |
| 869.0 | Winter_Olympic_medalist_stubs | 234.0 | 10.0 | 0.0 |
| 870.0 | County_Meath | 31.0 | 17.0 | 0.0 |
| 871.0 | Articles_with_limited_geographic_scope | 204.0 | 204.0 | 0.0 |
| 872.0 | USA-centric | 0.0 | 0.0 | 0.0 |
| 873.0 | Father_Ted_characters | 3.0 | 0.0 | 0.0 |
| 874.0 | Universitario_de_Deportes_footballers | 0.0 | 0.0 | 0.0 |
| 876.0 | Cantonese-language_films | 83.0 | 6.0 | 0.0 |
| 877.0 | Exploitation_films | 50.0 | 17.0 | 0.0 |
| 878.0 | Erotic_thriller_films | 5.0 | 4.0 | 0.0 |
| 879.0 | Articles_lacking_sources_from_January_2008 | 492.0 | 0.0 | 0.0 |
| 880.0 | Sweeteners | 0.0 | 0.0 | 0.0 |
| 881.0 | Japanese_Confucianists | 38.0 | 0.0 | 0.0 |
| 882.0 | High-importance_constructed_language_articles | 37.0 | 0.0 | 0.0 |
| 883.0 | Mid-importance_constructed_language_articles | 127.0 | 0.0 | 0.0 |
| 884.0 | Croix_de_guerre_recipients | 0.0 | 0.0 | 0.0 |
| 885.0 | British_Army_personnel_of_World_War_I | 5783.0 | 5.0 | 0.0 |
| 887.0 | Trinidadian_and_Tobagonian_cyclists | 0.0 | 0.0 | 0.0 |
| 888.0 | Trinidad_and_Tobago_cyclists | 5.0 | 4.0 | 0.0 |
| 890.0 | Kushiel's_Legacy | 7.0 | 0.0 | 0.0 |
| 891.0 | Construction_and_civil_engineering_companies | 15.0 | 10.0 | 0.0 |
| 893.0 | Moldova | 19.0 | 16.0 | 0.0 |
| 895.0 | Wikipedians_interested_in_environmental_science | 1.0 | 0.0 | 0.0 |
| 896.0 | Novels_by_Mika_Waltari | 12.0 | 0.0 | 0.0 |
| 897.0 | Finnish_novels | 9.0 | 9.0 | 0.0 |
| 898.0 | Construction | 196.0 | 38.0 | 0.0 |
| 899.0 | Vienna | 22.0 | 18.0 | 0.0 |
| 900.0 | Palau | 21.0 | 16.0 | 0.0 |
| 903.0 | Church_stubs | 26.0 | 13.0 | 0.0 |
| 904.0 | Missouri_stubs | 188.0 | 7.0 | 0.0 |
| 908.0 | 2006_EPs | 339.0 | 1.0 | 0.0 |
| 909.0 | Albums | 42.0 | 32.0 | 0.0 |
| 912.0 | Baseball_third_baseman_stubs | 168.0 | 1.0 | 0.0 |
| 913.0 | 2005_disestablishments | 29.0 | 25.0 | 0.0 |
| 915.0 | Companies_established_in_1971 | 19.0 | 17.0 | 0.0 |
| 916.0 | Defunct_companies_of_the_United_States | 66.0 | 8.0 | 0.0 |
| 918.0 | Viacom | 0.0 | 0.0 | 0.0 |
| 919.0 | Viacom_subsidiaries | 0.0 | 0.0 | 0.0 |
| 921.0 | Spoken_Wikipedia_requests | 748.0 | 0.0 | 0.0 |
| 922.0 | 1978_FIFA_World_Cup | 24.0 | 8.0 | 0.0 |
| 923.0 | Wikipedia_protected_edit_requests | 0.0 | 0.0 | 0.0 |
| 924.0 | Tibet | 80.0 | 28.0 | 0.0 |
| 925.0 | Nebraska_stubs | 222.0 | 5.0 | 0.0 |
| 927.0 | Delaware_State_University | 5.0 | 2.0 | 0.0 |
| 928.0 | 2008_EPs | 387.0 | 1.0 | 0.0 |
| 929.0 | Suspension_bridges | 43.0 | 5.0 | 0.0 |
| 930.0 | English_rappers | 12.0 | 5.0 | 0.0 |
| 931.0 | 1989_births | 17929.0 | 0.0 | 0.0 |
| 932.0 | Palm_stubs | 357.0 | 3.0 | 0.0 |
| 934.0 | Child_actors_by_nationality | 65.0 | 65.0 | 0.0 |
| 935.0 | Stealth_aircraft | 82.0 | 2.0 | 0.0 |
| 938.0 | Actors_and_filmmakers_work_group_articles | 92464.0 | 3.0 | 0.0 |
| 939.0 | B-Class_Oklahoma_articles | 292.0 | 1.0 | 0.0 |
| 940.0 | B-Class_biography_(actors_and_filmmakers)_articles | 1677.0 | 0.0 | 0.0 |
| 941.0 | B-Class_biography_articles | 31430.0 | 11.0 | 0.0 |
| 943.0 | Mid-importance_Oklahoma_articles | 1139.0 | 0.0 | 0.0 |
| 945.0 | Cigarette_rolling_papers | 17.0 | 0.0 | 0.0 |
| 946.0 | Brand_name_products_stubs | 433.0 | 1.0 | 0.0 |
| 948.0 | Anti-Catholicism | 44.0 | 10.0 | 0.0 |
| 949.0 | Religious_persecution | 63.0 | 25.0 | 0.0 |
| 950.0 | Comic_book_covers | 710.0 | 40.0 | 669.0 |
| 951.0 | Non-free_comic_images | 7856.0 | 30.0 | 7826.0 |
| 952.0 | Fair_use_character_artwork | 1254.0 | 3.0 | 1251.0 |
| 953.0 | Music_managers | 24.0 | 1.0 | 0.0 |
| 954.0 | Start-Class_Disney_articles | 1891.0 | 6.0 | 0.0 |
| 955.0 | Unassessed_Disney_articles | 16.0 | 6.0 | 0.0 |
| 956.0 | Egypt_stubs | 169.0 | 9.0 | 0.0 |
| 957.0 | 2007_EPs | 330.0 | 1.0 | 0.0 |
| 958.0 | Incomplete_lists | 182.0 | 182.0 | 0.0 |
| 959.0 | Christianity_and_other_religions | 34.0 | 14.0 | 0.0 |
| 960.0 | Judeo-Christian_topics | 25.0 | 3.0 | 0.0 |
| 961.0 | Judaism_and_other_religions | 22.0 | 11.0 | 0.0 |
| 962.0 | Christian_and_Jewish_interfaith_topics | 0.0 | 0.0 | 0.0 |
| 964.0 | American_rock_singers | 1407.0 | 8.0 | 0.0 |
| 965.0 | American_heavy_metal_singers | 338.0 | 1.0 | 0.0 |
| 966.0 | Novels_by_author | 0.0 | 0.0 | 0.0 |
| 967.0 | Italian_novels | 23.0 | 10.0 | 0.0 |
| 968.0 | 1965_births | 14963.0 | 0.0 | 0.0 |
| 969.0 | Accuracy_disputes_from_March_2008 | 29.0 | 1.0 | 0.0 |
| 970.0 | Chinese_Muslims | 68.0 | 9.0 | 0.0 |
| 972.0 | WikiProject_Czech_Republic_articles | 5.0 | 5.0 | 0.0 |
| 973.0 | Unassessed_Czech_Republic_articles | 9.0 | 0.0 | 0.0 |
| 974.0 | Unknown-importance_Czech_Republic_articles | 859.0 | 0.0 | 0.0 |
| 977.0 | Lighthouses_in_the_San_Francisco_Bay_Area | 13.0 | 1.0 | 0.0 |
| 979.0 | Stub-Class_New_Mexico_articles | 2322.0 | 0.0 | 0.0 |
| 980.0 | Unassessed_New_Mexico_articles | 306.0 | 0.0 | 0.0 |
| 981.0 | Man | 1.0 | 0.0 | 0.0 |
| 984.0 | 1955_births | 14266.0 | 0.0 | 0.0 |
| 985.0 | Deportivo_de_La_Coruña_players | 407.0 | 2.0 | 0.0 |
| 986.0 | Footballers_at_the_1980_Summer_Olympics | 263.0 | 0.0 | 0.0 |
| 987.0 | Judaism | 26.0 | 25.0 | 0.0 |
| 988.0 | Child_singers_by_nationality | 56.0 | 56.0 | 0.0 |
| 989.0 | Wikis | 80.0 | 8.0 | 0.0 |
| 990.0 | B-Class_Disney_articles | 188.0 | 6.0 | 0.0 |
| 991.0 | Military_aviation_task_force_articles | 32140.0 | 2.0 | 0.0 |
| 992.0 | Military_memorials_and_cemeteries_task_force_articles | 3045.0 | 2.0 | 0.0 |
| 993.0 | British_military_history_task_force_articles | 49788.0 | 2.0 | 0.0 |
| 994.0 | Unassessed_military_history_articles | 3.0 | 1.0 | 0.0 |
| 995.0 | Unassessed_aviation_articles | 144.0 | 0.0 | 0.0 |
| 996.0 | WikiProject_Aviation_articles | 75018.0 | 8.0 | 0.0 |
| 997.0 | Khmer_Rouge | 45.0 | 7.0 | 0.0 |
| 999.0 | Television_stubs | 106.0 | 19.0 | 0.0 |
| 1001.0 | Historic_preservation | 122.0 | 11.0 | 0.0 |
| 1002.0 | National_Register_of_Historic_Places_stubs | 9.0 | 7.0 | 0.0 |
| 1003.0 | Children_by_nationality | 97.0 | 97.0 | 0.0 |
| 1004.0 | Men | 70.0 | 35.0 | 0.0 |
| 1006.0 | Anarchists_by_nationality | 61.0 | 61.0 | 0.0 |
| 1007.0 | Novels_by_Kaari_Utrio | 27.0 | 0.0 | 0.0 |
| 1009.0 | Alphabetic_writing_systems | 0.0 | 0.0 | 0.0 |
| 1010.0 | Japanese_Christians | 88.0 | 14.0 | 0.0 |
| 1011.0 | Move_protected | 0.0 | 0.0 | 0.0 |
| 1013.0 | American_television_composers | 363.0 | 1.0 | 0.0 |
| 1015.0 | Upcoming_video_games | 141.0 | 2.0 | 0.0 |
| 1016.0 | Eyeshield_21_characters | 3.0 | 0.0 | 0.0 |
| 1017.0 | Irish-Americans | 0.0 | 0.0 | 0.0 |
| 1018.0 | Nickel | 26.0 | 5.0 | 0.0 |
| 1019.0 | Communists_by_nationality | 154.0 | 154.0 | 0.0 |
| 1021.0 | Mexican_Spanish | 12.0 | 2.0 | 0.0 |
| 1022.0 | 1987_births | 17411.0 | 0.0 | 0.0 |
| 1023.0 | Boston_Bruins_players | 1051.0 | 1.0 | 0.0 |
| 1024.0 | Finnish_ice_hockey_players | 69.0 | 6.0 | 0.0 |
| 1025.0 | Ilves_players | 314.0 | 1.0 | 0.0 |
| 1027.0 | Providence_Bruins_players | 518.0 | 0.0 | 0.0 |
| 1028.0 | Toronto_Maple_Leafs_draft_picks | 307.0 | 0.0 | 0.0 |
| 1030.0 | 1967_births | 14705.0 | 0.0 | 0.0 |
| 1031.0 | Ancient_Near_East_stubs | 115.0 | 4.0 | 0.0 |
| 1032.0 | Middle_Eastern_history_stubs | 320.0 | 6.0 | 0.0 |
| 1033.0 | Stub-Class_chemicals_articles | 10758.0 | 0.0 | 0.0 |
| 1034.0 | Low-importance_chemicals_articles | 17092.0 | 0.0 | 0.0 |
| 1035.0 | Unassessed_chemicals_articles | 47.0 | 0.0 | 0.0 |
| 1036.0 | Unknown-importance_chemicals_articles | 63.0 | 0.0 | 0.0 |
| 1038.0 | Tennessee_Registered_Historic_Place_stubs | 4.0 | 3.0 | 0.0 |
| 1039.0 | 1953_short_stories | 89.0 | 0.0 | 0.0 |
| 1040.0 | 1951_short_stories | 38.0 | 0.0 | 0.0 |
| 1041.0 | German_people | 46.0 | 38.0 | 0.0 |
| 1042.0 | Redundant_images_for_speedy_deletion | 0.0 | 0.0 | 0.0 |
| 1043.0 | Polynesia | 34.0 | 25.0 | 0.0 |
| 1044.0 | Invasive_species | 33.0 | 7.0 | 0.0 |
| 1045.0 | Code_Geass | 14.0 | 3.0 | 0.0 |
| 1046.0 | AfD_debates_(Biographical) | 176.0 | 0.0 | 0.0 |
| 1047.0 | Requests_for_unblock-auto | 1.0 | 0.0 | 0.0 |
| 1048.0 | Colombian_culture | 90.0 | 34.0 | 0.0 |
| 1049.0 | Mid-importance_chemicals_articles | 2158.0 | 0.0 | 0.0 |
| 1051.0 | European_composer_stubs | 378.0 | 19.0 | 0.0 |
| 1053.0 | National_Basketball_Association | 42.0 | 18.0 | 0.0 |
| 1055.0 | Pedophilia | 34.0 | 9.0 | 0.0 |
| 1056.0 | Semi-protected_against_vandalism | 0.0 | 0.0 | 0.0 |
| 1058.0 | Low-importance_Ireland_articles | 60479.0 | 16.0 | 0.0 |
| 1059.0 | Start-Class_biography_(politics_and_government)_articles | 77421.0 | 0.0 | 0.0 |
| 1061.0 | Unknown-importance_Ireland_articles | 16.0 | 14.0 | 0.0 |
| 1062.0 | Start-Class_military_memorials_and_cemeteries_articles | 1163.0 | 0.0 | 0.0 |
| 1063.0 | Lists_of_people_by_occupation | 163.0 | 52.0 | 0.0 |
| 1064.0 | Occupations | 66.0 | 17.0 | 0.0 |
| 1065.0 | English_actors | 42.0 | 14.0 | 0.0 |
| 1066.0 | Fullmetal_Alchemist_images | 11.0 | 1.0 | 10.0 |
| 1067.0 | Football_at_the_2008_Summer_Olympics | 7.0 | 4.0 | 0.0 |
| 1068.0 | Year_of_birth_unknown | 23249.0 | 2.0 | 0.0 |
| 1069.0 | 1537_deaths | 132.0 | 1.0 | 0.0 |
| 1071.0 | High-importance_chemicals_articles | 322.0 | 0.0 | 0.0 |
| 1072.0 | British_libertarians | 46.0 | 3.0 | 0.0 |
| 1073.0 | Libertarians_by_nationality | 36.0 | 36.0 | 0.0 |
| 1074.0 | U.C._Sampdoria | 13.0 | 7.0 | 0.0 |
| 1076.0 | Hayate_the_Combat_Butler | 16.0 | 1.0 | 2.0 |
| 1078.0 | Solano_County,_California | 19.0 | 12.0 | 0.0 |
| 1079.0 | The_Suite_Life_of_Zack_&_Cody | 10.0 | 1.0 | 4.0 |
| 1080.0 | South_Korean_Christians | 52.0 | 8.0 | 0.0 |
| 1081.0 | Images_of_Ukraine | 39.0 | 3.0 | 36.0 |
| 1082.0 | PD-UA-exempt | 12.0 | 0.0 | 12.0 |
| 1083.0 | American_football_coach_stubs | 255.0 | 1.0 | 0.0 |
| 1084.0 | College_football_coaches_first_appointed_in_the_2000s_stubs | 158.0 | 0.0 | 0.0 |
| 1085.0 | Gibson_County,_Indiana | 15.0 | 8.0 | 0.0 |
| 1087.0 | British_Army_personnel_of_World_War_II | 3817.0 | 10.0 | 0.0 |
| 1088.0 | British_military_personnel_killed_in_World_War_I | 1093.0 | 3.0 | 0.0 |
| 1089.0 | British_films | 41.0 | 41.0 | 0.0 |
| 1090.0 | 1980s_drama_films | 41.0 | 38.0 | 0.0 |
| 1091.0 | Romance_films | 30.0 | 20.0 | 0.0 |
| 1092.0 | Start-Class_chemicals_articles | 5594.0 | 0.0 | 0.0 |
| 1093.0 | Bosnia_and_Herzegovina_footballers | 1080.0 | 4.0 | 0.0 |
| 1094.0 | FK_Sarajevo_players | 353.0 | 0.0 | 0.0 |
| 1095.0 | VfB_Stuttgart_players | 456.0 | 1.0 | 0.0 |
| 1097.0 | Accuracy_disputes | 181.0 | 180.0 | 0.0 |
| 1098.0 | Stub-Class_Album_articles | 84178.0 | 0.0 | 0.0 |
| 1100.0 | WikiProject_Albums_articles | 380100.0 | 5.0 | 0.0 |
| 1101.0 | Contemporary_Christian_work_group_articles | 38.0 | 4.0 | 0.0 |
| 1102.0 | Stub-Class_Contemporary_Christian_articles | 9.0 | 0.0 | 0.0 |
| 1104.0 | Stub-Class_Christian_music_articles | 1904.0 | 0.0 | 0.0 |
| 1105.0 | Low-importance_Christian_music_articles | 3263.0 | 0.0 | 0.0 |
| 1106.0 | Electric_power_transmission_systems | 25.0 | 6.0 | 0.0 |
| 1107.0 | Liechtenstein | 18.0 | 15.0 | 0.0 |
| 1108.0 | Ivy_League | 35.0 | 23.0 | 0.0 |
| 1109.0 | Colombia_international_footballers | 465.0 | 3.0 | 0.0 |
| 1110.0 | América_de_Cali_footballers | 392.0 | 0.0 | 0.0 |
| 1111.0 | Independiente_Santa_Fe_footballers | 314.0 | 0.0 | 0.0 |
| 1113.0 | Piacenza_Calcio_players | 0.0 | 0.0 | 0.0 |
| 1114.0 | Sport_Boys_footballers | 227.0 | 0.0 | 0.0 |
| 1115.0 | Nazi_concentration_camps | 41.0 | 9.0 | 0.0 |
| 1121.0 | B-Class_core_topic_articles | 6.0 | 0.0 | 0.0 |
| 1122.0 | B-Class_taxonomic_articles | 34.0 | 0.0 | 0.0 |
| 1125.0 | Natural_sciences_Version_0.7_articles | 166.0 | 0.0 | 0.0 |
| 1126.0 | Top-importance_plant_articles | 79.0 | 2.0 | 0.0 |
| 1127.0 | Top-importance_taxonomic_articles | 25.0 | 0.0 | 0.0 |
| 1128.0 | Wikipedia_CD_Selection | 2405.0 | 2.0 | 0.0 |
| 1130.0 | Socialists_by_nationality | 192.0 | 192.0 | 0.0 |
| 1131.0 | French_hip_hop | 5.0 | 3.0 | 0.0 |
| 1132.0 | Drama_films | 22.0 | 17.0 | 0.0 |
| 1133.0 | Stub-Class_Museums_articles | 5634.0 | 0.0 | 0.0 |
| 1134.0 | Stub-Class_maritime_warfare_articles | 3629.0 | 0.0 | 0.0 |
| 1135.0 | Maritime_warfare_task_force_articles | 74239.0 | 2.0 | 0.0 |
| 1136.0 | Stub-Class_military_memorials_and_cemeteries_articles | 294.0 | 0.0 | 0.0 |
| 1137.0 | Stub-Class_Ships_articles | 8491.0 | 0.0 | 0.0 |
| 1143.0 | Unknown-importance_Doctor_Who_articles | 1.0 | 0.0 | 0.0 |
| 1144.0 | World | 48.0 | 29.0 | 0.0 |
| 1145.0 | Screenshots_of_music_videos | 1927.0 | 1.0 | 1926.0 |
| 1146.0 | Ayumi_Hamasaki | 10.0 | 3.0 | 0.0 |
| 1147.0 | Wales | 31.0 | 28.0 | 0.0 |
| 1148.0 | Dartmouth_College_alumni | 1604.0 | 5.0 | 0.0 |
| 1149.0 | Southern_United_States | 81.0 | 38.0 | 0.0 |
| 1150.0 | 1925_births | 8900.0 | 0.0 | 0.0 |
| 1151.0 | 1985_deaths | 5335.0 | 2.0 | 0.0 |
| 1153.0 | St._Louis_Browns_players | 773.0 | 1.0 | 0.0 |
| 1154.0 | Baltimore_Orioles_players | 1186.0 | 1.0 | 0.0 |
| 1155.0 | Cleveland_Indians_players | 1714.0 | 0.0 | 0.0 |
| 1156.0 | Philadelphia_Phillies_players | 2075.0 | 2.0 | 0.0 |
| 1158.0 | People_from_Howard_County,_Maryland | 49.0 | 11.0 | 0.0 |
| 1159.0 | Baseball_second_baseman_stubs | 127.0 | 1.0 | 0.0 |
| 1160.0 | American_Confucianists | 5.0 | 0.0 | 0.0 |
| 1161.0 | Stub-Class_football_articles | 208027.0 | 20.0 | 0.0 |
| 1163.0 | Mid-importance_football_in_Italy_articles | 3011.0 | 0.0 | 0.0 |
| 1164.0 | Stub-Class_football_in_Italy_articles | 7863.0 | 0.0 | 0.0 |
| 1166.0 | Mid-importance_football_in_Argentina_articles | 3011.0 | 0.0 | 0.0 |
| 1167.0 | Stub-Class_football_in_Argentina_articles | 5422.0 | 0.0 | 0.0 |
| 1168.0 | Mid-importance_football_articles | 51236.0 | 3.0 | 0.0 |
| 1172.0 | Articles_with_weasel_words | 172.0 | 172.0 | 0.0 |
| 1173.0 | Dungeons_&_Dragons_articles_that_need_to_differentiate_between_fact_and_fiction | 12.0 | 0.0 | 0.0 |
| 1175.0 | User_pt | 577.0 | 11.0 | 0.0 |
| 1176.0 | User_pt-5 | 79.0 | 0.0 | 0.0 |
| 1177.0 | 1974_births | 14847.0 | 0.0 | 0.0 |
| 1178.0 | Unassessed_chemistry_articles | 0.0 | 0.0 | 0.0 |
| 1179.0 | Unknown-importance_chemistry_articles | 0.0 | 0.0 | 0.0 |
| 1180.0 | Heat_waves | 10.0 | 3.0 | 0.0 |
| 1181.0 | Fullerton,_California | 23.0 | 10.0 | 0.0 |
| 1182.0 | Climate_of_Minnesota | 6.0 | 0.0 | 0.0 |
| 1183.0 | Unassessed_African_diaspora_articles | 482.0 | 0.0 | 0.0 |
| 1184.0 | Unknown-importance_African_diaspora_articles | 3609.0 | 0.0 | 0.0 |
| 1185.0 | Wikipedia_requested_photographs | 14339.0 | 4.0 | 0.0 |
| 1186.0 | 2008 | 61.0 | 42.0 | 0.0 |
| 1187.0 | AfD_debates_(Science_and_technology) | 24.0 | 0.0 | 0.0 |
| 1188.0 | Musical_film_stubs | 561.0 | 6.0 | 0.0 |
| 1190.0 | Automatically_assessed_biography_(military)_articles | 487.0 | 0.0 | 0.0 |
| 1191.0 | Automatically_assessed_biography_articles | 201629.0 | 9.0 | 0.0 |
| 1192.0 | German_history_stubs | 570.0 | 6.0 | 0.0 |
| 1193.0 | Articles_lacking_in-text_citations | 196.0 | 195.0 | 0.0 |
| 1194.0 | 1980_births | 15963.0 | 0.0 | 0.0 |
| 1195.0 | American_spree_killers | 125.0 | 0.0 | 0.0 |
| 1196.0 | Northern_Illinois_University_alumni | 213.0 | 1.0 | 0.0 |
| 1197.0 | Polish-Americans | 0.0 | 0.0 | 0.0 |
| 1198.0 | People_from_Elk_Grove_Village,_Illinois | 19.0 | 0.0 | 0.0 |
| 1199.0 | Suicides_by_firearm_in_the_United_States | 9.0 | 3.0 | 0.0 |
| 1200.0 | B-Class_France_articles | 2174.0 | 2.0 | 0.0 |
| 1202.0 | Mid-importance_Peru_articles | 642.0 | 0.0 | 0.0 |
| 1203.0 | Unknown-importance_Peru_articles | 3726.0 | 0.0 | 0.0 |
| 1204.0 | Assassinated_people_by_nationality | 151.0 | 151.0 | 0.0 |
| 1206.0 | Royal_Navy_ship_names | 2408.0 | 1.0 | 0.0 |
| 1209.0 | Delaware | 30.0 | 25.0 | 0.0 |
| 1210.0 | Slough | 31.0 | 10.0 | 0.0 |
| 1211.0 | Family_Feud | 29.0 | 0.0 | 0.0 |
| 1212.0 | WikiProject_Queen | 5.0 | 1.0 | 0.0 |
| 1217.0 | Stub-Class_Baseball_articles | 24370.0 | 1.0 | 0.0 |
| 1218.0 | Sports_and_games_work_group_articles | 647903.0 | 3.0 | 0.0 |
| 1219.0 | Unassessed_biography_(sports_and_games)_articles | 5124.0 | 0.0 | 0.0 |
| 1221.0 | Perth,_Western_Australia | 34.0 | 17.0 | 0.0 |
| 1222.0 | Wikipedia_rollback_feature | 41.0 | 2.0 | 0.0 |
| 1223.0 | Ball_games | 259.0 | 45.0 | 0.0 |
| 1224.0 | First_Nations_culture | 112.0 | 32.0 | 0.0 |
| 1225.0 | Lacrosse | 23.0 | 19.0 | 0.0 |
| 1226.0 | Sports_rules_and_regulations | 85.0 | 10.0 | 0.0 |
| 1227.0 | Team_sports | 255.0 | 69.0 | 0.0 |
| 1228.0 | Ship_articles_needing_infobox_conversion | 0.0 | 0.0 | 0.0 |
| 1229.0 | Vietnamese_Roman_Catholics | 67.0 | 6.0 | 0.0 |
| 1231.0 | Brisbane | 44.0 | 18.0 | 0.0 |
| 1232.0 | Fossils | 56.0 | 23.0 | 0.0 |
| 1233.0 | East_River | 56.0 | 4.0 | 0.0 |
| 1234.0 | New_York_City_Subway | 32.0 | 15.0 | 0.0 |
| 1235.0 | Railway_tunnels_in_New_York_City | 0.0 | 0.0 | 0.0 |
| 1236.0 | New_York_City_transportation_stubs | 22.0 | 2.0 | 0.0 |
| 1239.0 | Canadian_engineers | 150.0 | 21.0 | 0.0 |
| 1240.0 | University_of_Ottawa_alumni | 441.0 | 2.0 | 0.0 |
| 1241.0 | Royal_Military_College_of_Canada_people | 12.0 | 3.0 | 0.0 |
| 1242.0 | Pilates | 12.0 | 0.0 | 0.0 |
| 1243.0 | Articles_lacking_reliable_references_from_September_2007 | 120.0 | 0.0 | 0.0 |
| 1244.0 | Articles_lacking_sources_from_November_2007 | 327.0 | 0.0 | 0.0 |
| 1245.0 | Torchwood_characters | 19.0 | 0.0 | 0.0 |
| 1246.0 | Doctor_Who_races | 31.0 | 3.0 | 0.0 |
| 1247.0 | Stand-up_comedians | 14.0 | 1.0 | 0.0 |
| 1248.0 | Dallas,_Texas | 0.0 | 0.0 | 0.0 |
| 1249.0 | Indian_folklore | 149.0 | 19.0 | 0.0 |
| 1250.0 | Indian_monarchs | 57.0 | 31.0 | 0.0 |
| 1251.0 | Samoa_stubs | 75.0 | 4.0 | 0.0 |
| 1252.0 | United_States_history_stubs | 375.0 | 5.0 | 0.0 |
| 1253.0 | FA-Class_Firearms_articles | 1.0 | 0.0 | 0.0 |
| 1254.0 | FA-Class_Russia_articles | 86.0 | 5.0 | 0.0 |
| 1256.0 | FA-Class_military_history_articles | 1377.0 | 2.0 | 0.0 |
| 1258.0 | FA-Class_weaponry_articles | 43.0 | 0.0 | 0.0 |
| 1259.0 | Military_history_articles_used_on_portals | 179.0 | 0.0 | 0.0 |
| 1262.0 | Top-importance_Russia_articles | 1153.0 | 11.0 | 0.0 |
| 1263.0 | Weaponry_task_force_articles | 11494.0 | 2.0 | 0.0 |
| 1264.0 | WikiProject_Firearms | 23.0 | 6.0 | 0.0 |
| 1265.0 | 2000_albums | 2084.0 | 11.0 | 0.0 |
| 1266.0 | Booz_Allen_Hamilton | 7.0 | 1.0 | 0.0 |
| 1268.0 | Unassessed_Iowa_articles | 175.0 | 0.0 | 0.0 |
| 1269.0 | Unknown-importance_Iowa_articles | 765.0 | 0.0 | 0.0 |
| 1270.0 | WikiProject_Iowa | 16.0 | 5.0 | 0.0 |
| 1271.0 | Oklahoma_stubs | 134.0 | 7.0 | 0.0 |
| 1272.0 | Southern_United_States_building_and_structure_stubs | 26.0 | 24.0 | 0.0 |
| 1273.0 | Free_Software_Foundation | 32.0 | 2.0 | 0.0 |
| 1274.0 | Evolution | 95.0 | 8.0 | 0.0 |
| 1275.0 | Metabolism | 270.0 | 16.0 | 0.0 |
| 1276.0 | Origin_of_life | 77.0 | 4.0 | 0.0 |
| 1277.0 | Album_articles_with_non-standard_infoboxes | 2.0 | 0.0 | 0.0 |
| 1278.0 | 1993 | 48.0 | 39.0 | 0.0 |
| 1279.0 | Start-Class_District_of_Columbia_articles | 3463.0 | 0.0 | 0.0 |
| 1280.0 | Stub-Class_District_of_Columbia_articles | 3262.0 | 0.0 | 0.0 |
| 1281.0 | Toms_River,_New_Jersey | 36.0 | 4.0 | 0.0 |
| 1282.0 | Sports | 55.0 | 48.0 | 0.0 |
| 1283.0 | American_actors | 116.0 | 17.0 | 0.0 |
| 1284.0 | Sport_in_Indonesia | 56.0 | 28.0 | 0.0 |
| 1285.0 | Confucianism | 29.0 | 15.0 | 0.0 |
| 1286.0 | Knights_of_the_Round_Table | 45.0 | 0.0 | 0.0 |
| 1287.0 | Ambient_musicians | 237.0 | 3.0 | 0.0 |
| 1289.0 | Recent_deaths | 3.0 | 0.0 | 0.0 |
| 1290.0 | Milky_Way_Galaxy | 0.0 | 0.0 | 0.0 |
| 1291.0 | Comics_articles_needing_issue_citations | 1030.0 | 0.0 | 0.0 |
| 1294.0 | Hungary | 18.0 | 16.0 | 0.0 |
val rowsToSave = spark.sql("SELECT cat_id, cat_title, cat_pages, cat_subcats, cat_files FROM categories WHERE _corrupt_record IS NULL")
rowsToSave.write.saveAsTable("enwiki_category")
rowsToSave: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 3 more fields]
Removing redirects
In this notebook, we remove all pages marked as redirects, and replace links to redirects with direct links.
First, we just look at the structure of our data:
SELECT * FROM enwiki_graph_edges
| src | dst | src_title | dst_title |
|---|---|---|---|
| 1088.0 | 4.144269e7 | Azerbaijani_Armed_Forces | Corps_of_Drums |
| 1088.0 | 5.8693917e7 | Azerbaijani_Armed_Forces | Foreign_Intelligence_Service_(Azerbaijan) |
| 1088.0 | 2648922.0 | Azerbaijani_Armed_Forces | Hydroelectric_power_station |
| 1088.0 | 34252.0 | Azerbaijani_Armed_Forces | Republic_of_Yemen_Armed_Forces |
| 1088.0 | 1036235.0 | Azerbaijani_Armed_Forces | Zand_dynasty |
| 1088.0 | 2.0823682e7 | Azerbaijani_Armed_Forces | Rovnag_Abdullayev |
| 1088.0 | 2.3916399e7 | Azerbaijani_Armed_Forces | Sport_in_Azerbaijan |
| 1088.0 | 3.6945373e7 | Azerbaijani_Armed_Forces | Theatre_in_Azerbaijan |
| 1088.0 | 17760.0 | Azerbaijani_Armed_Forces | Lao_People's_Armed_Forces |
| 1088.0 | 6.6150419e7 | Azerbaijani_Armed_Forces | 3rd_Army_Corps_(Azerbaijan) |
| 1088.0 | 3457.0 | Azerbaijani_Armed_Forces | Belarus |
| 1088.0 | 1.1505052e7 | Azerbaijani_Armed_Forces | National_Hero_of_Azerbaijan |
| 1088.0 | 897352.0 | Azerbaijani_Armed_Forces | Singapore_Armed_Forces |
| 1088.0 | 6.5910946e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Sugovushan_Medal |
| 1088.0 | 523670.0 | Azerbaijani_Armed_Forces | List_of_states_with_limited_recognition |
| 1088.0 | 3.0314065e7 | Azerbaijani_Armed_Forces | Najmeddin_Sadikov |
| 1088.0 | 4.3202421e7 | Azerbaijani_Armed_Forces | The_Land_of_Fire |
| 1088.0 | 6.6065854e7 | Azerbaijani_Armed_Forces | Baku_Victory_Parade_of_2020 |
| 1088.0 | 3434750.0 | Azerbaijani_Armed_Forces | United_States |
| 1088.0 | 3.9140285e7 | Azerbaijani_Armed_Forces | 23rd_Guards_Motor_Rifle_Division |
| 1088.0 | 5.7562858e7 | Azerbaijani_Armed_Forces | Elta |
| 1088.0 | 5306394.0 | Azerbaijani_Armed_Forces | Haditha,_Iraq |
| 1088.0 | 1.4305018e7 | Azerbaijani_Armed_Forces | Islamic_Republic_of_Iran_Armed_Forces |
| 1088.0 | 7150805.0 | Azerbaijani_Armed_Forces | National_parks_of_Azerbaijan |
| 1088.0 | 3295318.0 | Azerbaijani_Armed_Forces | Patrol_craft |
| 1088.0 | 1340560.0 | Azerbaijani_Armed_Forces | Treaty_of_Turkmenchay |
| 1088.0 | 698454.0 | Azerbaijani_Armed_Forces | Azerbaijanis |
| 1088.0 | 9322682.0 | Azerbaijani_Armed_Forces | Karabakh |
| 1088.0 | 1908551.0 | Azerbaijani_Armed_Forces | Aid |
| 1088.0 | 5122310.0 | Azerbaijani_Armed_Forces | March_Days |
| 1088.0 | 2.3538754e7 | Azerbaijani_Armed_Forces | Wayback_Machine |
| 1088.0 | 6.1170719e7 | Azerbaijani_Armed_Forces | Azerbaijani_Army_100th_anniversary_medal |
| 1088.0 | 380320.0 | Azerbaijani_Armed_Forces | MiG-25 |
| 1088.0 | 21330.0 | Azerbaijani_Armed_Forces | Nepalese_Armed_Forces |
| 1088.0 | 25682.0 | Azerbaijani_Armed_Forces | Red_Army |
| 1088.0 | 5.2597609e7 | Azerbaijani_Armed_Forces | Swietochowski,_Tadeusz |
| 1088.0 | 1711234.0 | Azerbaijani_Armed_Forces | United_States_European_Command |
| 1088.0 | 5.0021902e7 | Azerbaijani_Armed_Forces | 2016_Nagorno-Karabakh_conflict |
| 1088.0 | 1.1288692e7 | Azerbaijani_Armed_Forces | 7th_Guards_Army |
| 1088.0 | 6.5911067e7 | Azerbaijani_Armed_Forces | Brave_Warrior_Medal |
| 1088.0 | 6922486.0 | Azerbaijani_Armed_Forces | Extreme_points_of_Azerbaijan |
| 1088.0 | 19115.0 | Azerbaijani_Armed_Forces | Malaysian_Armed_Forces |
| 1088.0 | 6.8977021e7 | Azerbaijani_Armed_Forces | Wedding_tradition_in_Azerbaijan |
| 1088.0 | 3.8429228e7 | Azerbaijani_Armed_Forces | Yevgenya_class_minesweeper |
| 1088.0 | 6.4718117e7 | Azerbaijani_Armed_Forces | List_of_modern_equipment_of_the_Azerbaijani_Air_Force |
| 1088.0 | 774820.0 | Azerbaijani_Armed_Forces | List_of_Azerbaijanis |
| 1088.0 | 6.5939927e7 | Azerbaijani_Armed_Forces | Nakhchivan_Separate_Combined_Arms_Army |
| 1088.0 | 6.8702564e7 | Azerbaijani_Armed_Forces | Non-Aligned_Movement |
| 1088.0 | 2867590.0 | Azerbaijani_Armed_Forces | Royal_Cambodian_Armed_Forces |
| 1088.0 | 1.2835793e7 | Azerbaijani_Armed_Forces | Azerbaijani_cuisine |
| 1088.0 | 2.1634642e7 | Azerbaijani_Armed_Forces | Novruz_in_Azerbaijan |
| 1088.0 | 1127085.0 | Azerbaijani_Armed_Forces | Stockholm_International_Peace_Research_Institute |
| 1088.0 | 6.7122586e7 | Azerbaijani_Armed_Forces | 777th_Special_Forces_Regiment |
| 1088.0 | 2.2576829e7 | Azerbaijani_Armed_Forces | Agriculture_in_Azerbaijan |
| 1088.0 | 1081.0 | Azerbaijani_Armed_Forces | Economy_of_Azerbaijan |
| 1088.0 | 3764215.0 | Azerbaijani_Armed_Forces | Prime_Minister_of_Azerbaijan |
| 1088.0 | 877164.0 | Azerbaijani_Armed_Forces | Arran_(Caucasus) |
| 1088.0 | 67538.0 | Azerbaijani_Armed_Forces | Australian_Defence_Force |
| 1088.0 | 8371628.0 | Azerbaijani_Armed_Forces | Battle_of_Baku |
| 1088.0 | 7427466.0 | Azerbaijani_Armed_Forces | Petya-class_frigate |
| 1088.0 | 25709.0 | Azerbaijani_Armed_Forces | Russian_Armed_Forces |
| 1088.0 | 7105996.0 | Azerbaijani_Armed_Forces | State_reserves_of_Azerbaijan |
| 1088.0 | 2.1376046e7 | Azerbaijani_Armed_Forces | Wehrmacht |
| 1088.0 | 6.1912686e7 | Azerbaijani_Armed_Forces | \"95th_Anniversary_of_the_Armed_Forces_of_Azerbaijan_(1918–2013)\"_Medal |
| 1088.0 | 6.4334706e7 | Azerbaijani_Armed_Forces | Azerbaijan_Higher_Naval_Academy |
| 1088.0 | 7077602.0 | Azerbaijani_Armed_Forces | Environment_of_Azerbaijan |
| 1088.0 | 865389.0 | Azerbaijani_Armed_Forces | International_Crisis_Group |
| 1088.0 | 7095335.0 | Azerbaijani_Armed_Forces | Climate_of_Azerbaijan |
| 1088.0 | 6.5910824e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Shusha_Medal |
| 1088.0 | 1887429.0 | Azerbaijani_Armed_Forces | IISS |
| 1088.0 | 2.5278391e7 | Azerbaijani_Armed_Forces | List_of_protected_areas_of_Azerbaijan |
| 1088.0 | 5215751.0 | Azerbaijani_Armed_Forces | Multi-National_Force_–_Iraq |
| 1088.0 | 1.4465664e7 | Azerbaijani_Armed_Forces | Absheron_Peninsula |
| 1088.0 | 3.363915e7 | Azerbaijani_Armed_Forces | Azerbaijani_tea_culture |
| 1088.0 | 31730.0 | Azerbaijani_Armed_Forces | British_Armed_Forces |
| 1088.0 | 7105894.0 | Azerbaijani_Armed_Forces | Flora_of_Azerbaijan |
| 1088.0 | 68253.0 | Azerbaijani_Armed_Forces | List_of_sovereign_states |
| 1088.0 | 1.7935711e7 | Azerbaijani_Armed_Forces | Shirvanshah |
| 1088.0 | 7.0393652e7 | Azerbaijani_Armed_Forces | 641st_Special_Warfare_Naval_Unit |
| 1088.0 | 2152685.0 | Azerbaijani_Armed_Forces | Cypriot_National_Guard |
| 1088.0 | 3.6926008e7 | Azerbaijani_Armed_Forces | For_military_services_medal |
| 1088.0 | 182664.0 | Azerbaijani_Armed_Forces | Surface-to-air_missile |
| 1088.0 | 6.6149221e7 | Azerbaijani_Armed_Forces | 1st_Army_Corps_(Azerbaijan) |
| 1088.0 | 7150649.0 | Azerbaijani_Armed_Forces | Environmental_issues_in_Azerbaijan |
| 1088.0 | 6.5910861e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Lachin_Medal |
| 1088.0 | 1.0287296e7 | Azerbaijani_Armed_Forces | Otokar_Cobra |
| 1088.0 | 3.84555e7 | Azerbaijani_Armed_Forces | Safavid_Iran |
| 1088.0 | 6.72382e7 | Azerbaijani_Armed_Forces | Chief_of_the_General_Staff_(Azerbaijan) |
| 1088.0 | 339643.0 | Azerbaijani_Armed_Forces | Flag_of_Azerbaijan |
| 1088.0 | 6.6096407e7 | Azerbaijani_Armed_Forces | Heydar_Aliyev_Military_Lyceum |
| 1088.0 | 3.5252903e7 | Azerbaijani_Armed_Forces | Nuclear_Non-Proliferation_Treaty |
| 1088.0 | 5844475.0 | Azerbaijani_Armed_Forces | Palestinian_National_Security_Forces |
| 1088.0 | 1.1125639e7 | Azerbaijani_Armed_Forces | Turkey |
| 1088.0 | 187660.0 | Azerbaijani_Armed_Forces | Yakovlev |
| 1088.0 | 3.9780666e7 | Azerbaijani_Armed_Forces | History_of_the_name_Azerbaijan |
| 1088.0 | 6.6058582e7 | Azerbaijani_Armed_Forces | Hero_of_the_Patriotic_War |
| 1088.0 | 19279.0 | Azerbaijani_Armed_Forces | Mongolian_Armed_Forces |
| 1088.0 | 6.1609086e7 | Azerbaijani_Armed_Forces | Bronze_and_Iron_Age_in_Azerbaijan |
| 1088.0 | 4.7845161e7 | Azerbaijani_Armed_Forces | Nakhchivan_Airport |
| 1088.0 | 9874605.0 | Azerbaijani_Armed_Forces | Turkish_Air_Force_Academy |
| 1088.0 | 5.6441648e7 | Azerbaijani_Armed_Forces | Mughan_culture |
| 1088.0 | 368530.0 | Azerbaijani_Armed_Forces | Partnership_for_Peace |
| 1088.0 | 16650.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Kazakhstan |
| 1088.0 | 2409969.0 | Azerbaijani_Armed_Forces | Azerbaijan_Democratic_Republic |
| 1088.0 | 1.1886584e7 | Azerbaijani_Armed_Forces | Baku_Air_Defence_Army |
| 1088.0 | 3.5527299e7 | Azerbaijani_Armed_Forces | For_Heroism_Medal |
| 1088.0 | 6.5910757e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Aghdam_Medal |
| 1088.0 | 6.5910908e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Zangilan_Medal |
| 1088.0 | 7171338.0 | Azerbaijani_Armed_Forces | Indian_Armed_Forces |
| 1088.0 | 5.1886693e7 | Azerbaijani_Armed_Forces | S-300_(missile) |
| 1088.0 | 2884207.0 | Azerbaijani_Armed_Forces | Advanced_Research_and_Assessment_Group |
| 1088.0 | 2.0024921e7 | Azerbaijani_Armed_Forces | Armenian-occupied_territories_surrounding_Nagorno-Karabakh |
| 1088.0 | 408283.0 | Azerbaijani_Armed_Forces | Azerbaijani_Popular_Front_Party |
| 1088.0 | 6.5910929e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Khojavend_Medal |
| 1088.0 | 1.1623685e7 | Azerbaijani_Armed_Forces | Freedom_Support_Act |
| 1088.0 | 27019.0 | Azerbaijani_Armed_Forces | South_Korea |
| 1088.0 | 6.5624452e7 | Azerbaijani_Armed_Forces | 2016_Nagorno-Karabakh_clashes |
| 1088.0 | 2.3597901e7 | Azerbaijani_Armed_Forces | Azadliq_Square,_Baku |
| 1088.0 | 6131588.0 | Azerbaijani_Armed_Forces | Petroleum_industry_in_Azerbaijan |
| 1088.0 | 6.631834e7 | Azerbaijani_Armed_Forces | Second_Karabakh_War |
| 1088.0 | 1.156279e7 | Azerbaijani_Armed_Forces | Second_World_War |
| 1088.0 | 6.5911124e7 | Azerbaijani_Armed_Forces | For_Services_in_the_Rear_in_the_Patriotic_War_Medal |
| 1088.0 | 2.1659771e7 | Azerbaijani_Armed_Forces | Military_history_of_Azerbaijan |
| 1088.0 | 3.8392125e7 | Azerbaijani_Armed_Forces | Sonya_class_minesweeper |
| 1088.0 | 5.7836785e7 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 1088.0 | 30116.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Tajikistan |
| 1088.0 | 612372.0 | Azerbaijani_Armed_Forces | Midget_submarine |
| 1088.0 | 2.7167856e7 | Azerbaijani_Armed_Forces | Azerbaijani_Air_Force |
| 1088.0 | 15166.0 | Azerbaijani_Armed_Forces | Infantry_fighting_vehicle |
| 1088.0 | 7015198.0 | Azerbaijani_Armed_Forces | LGBT_rights_in_Azerbaijan |
| 1088.0 | 68932.0 | Azerbaijani_Armed_Forces | Bangladesh_Armed_Forces |
| 1088.0 | 1115368.0 | Azerbaijani_Armed_Forces | Maldives_National_Defence_Force |
| 1088.0 | 8417589.0 | Azerbaijani_Armed_Forces | Sallarid_dynasty |
| 1088.0 | 5321.0 | Azerbaijani_Armed_Forces | Czech_Republic |
| 1088.0 | 67638.0 | Azerbaijani_Armed_Forces | Demographics_of_Azerbaijan |
| 1088.0 | 1.1776466e7 | Azerbaijani_Armed_Forces | Ethnic_minorities_in_Azerbaijan |
| 1088.0 | 5.3412468e7 | Azerbaijani_Armed_Forces | Military_ranks_of_Azerbaijan |
| 1088.0 | 457051.0 | Azerbaijani_Armed_Forces | National_emblem_of_Azerbaijan |
| 1088.0 | 2.3290453e7 | Azerbaijani_Armed_Forces | Peacekeeping_forces_of_Azerbaijan |
| 1088.0 | 4.4208502e7 | Azerbaijani_Armed_Forces | SA-3_Goa |
| 1088.0 | 6.6404258e7 | Azerbaijani_Armed_Forces | Azerbaijani_Red_Army |
| 1088.0 | 6.614052e7 | Azerbaijani_Armed_Forces | Karim_Valiyev |
| 1088.0 | 6.2201975e7 | Azerbaijani_Armed_Forces | Nakhchivan_culture |
| 1088.0 | 5.4147626e7 | Azerbaijani_Armed_Forces | State_Security_Service_(Azerbaijan) |
| 1088.0 | 161087.0 | Azerbaijani_Armed_Forces | Timor_Leste_Defence_Force |
| 1088.0 | 6.6016112e7 | Azerbaijani_Armed_Forces | Memorial_Day_(Azerbaijan) |
| 1088.0 | 3.1854531e7 | Azerbaijani_Armed_Forces | Namer_(vehicle) |
| 1088.0 | 30095.0 | Azerbaijani_Armed_Forces | Republic_of_China_Armed_Forces |
| 1088.0 | 4.3825422e7 | Azerbaijani_Armed_Forces | S-200_Angara/Vega/Dubna |
| 1088.0 | 2.3408142e7 | Azerbaijani_Armed_Forces | Sri_Lanka_Armed_Forces |
| 1088.0 | 6.6317677e7 | Azerbaijani_Armed_Forces | YARASA_Special_Forces |
| 1088.0 | 6.5451828e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_War |
| 1088.0 | 6.9447715e7 | Azerbaijani_Armed_Forces | 402nd_Rifle_Division |
| 1088.0 | 5.224123e7 | Azerbaijani_Armed_Forces | Borders_of_Azerbaijan |
| 1088.0 | 6.5910916e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Fuzuli_Medal |
| 1088.0 | 27027.0 | Azerbaijani_Armed_Forces | Republic_of_Korea_Armed_Forces |
| 1088.0 | 1.0942678e7 | Azerbaijani_Armed_Forces | Samedbey_Mehmandarov |
| 1088.0 | 30205.0 | Azerbaijani_Armed_Forces | Turkish_Armed_Forces |
| 1088.0 | 1.2339349e7 | Azerbaijani_Armed_Forces | Architecture_of_Azerbaijan |
| 1088.0 | 6.6286297e7 | Azerbaijani_Armed_Forces | Karam_Mustafayev |
| 1088.0 | 26295.0 | Azerbaijani_Armed_Forces | Russian_Civil_War |
| 1088.0 | 16702.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Kyrgyz_Republic |
| 1088.0 | 539716.0 | Azerbaijani_Armed_Forces | Landing_craft |
| 1088.0 | 2.3269917e7 | Azerbaijani_Armed_Forces | Military_of_Azerbaijan |
| 1088.0 | 7193518.0 | Azerbaijani_Armed_Forces | Special_Forces_Command_(Turkey) |
| 1088.0 | 192825.0 | Azerbaijani_Armed_Forces | Azerbaijani_language |
| 1088.0 | 194200.0 | Azerbaijani_Armed_Forces | International_Security_Assistance_Force |
| 1088.0 | 2.0222257e7 | Azerbaijani_Armed_Forces | MKEK |
| 1088.0 | 21133.0 | Azerbaijani_Armed_Forces | NATO |
| 1088.0 | 2.5131731e7 | Azerbaijani_Armed_Forces | Azerbaijani_Army |
| 1088.0 | 2.9149908e7 | Azerbaijani_Armed_Forces | Coat_of_arms_of_Azerbaijan |
| 1088.0 | 1.6569312e7 | Azerbaijani_Armed_Forces | Education_in_Azerbaijan |
| 1088.0 | 22489.0 | Azerbaijani_Armed_Forces | Oklahoma |
| 1088.0 | 4059749.0 | Azerbaijani_Armed_Forces | Artsakh_Defence_Army |
| 1088.0 | 8696322.0 | Azerbaijani_Armed_Forces | Azerbaijan_National_Academy_of_Sciences |
| 1088.0 | 4941797.0 | Azerbaijani_Armed_Forces | Azerbaijani_Land_Forces |
| 1088.0 | 188675.0 | Azerbaijani_Armed_Forces | Baltic_states |
| 1088.0 | 3.0322746e7 | Azerbaijani_Armed_Forces | General_Staff_of_Azerbaijani_Armed_Forces |
| 1088.0 | 2785204.0 | Azerbaijani_Armed_Forces | Japan_Self-Defense_Forces |
| 1088.0 | 4.5541218e7 | Azerbaijani_Armed_Forces | 295th_Motor_Rifle_Division |
| 1088.0 | 1.8838818e7 | Azerbaijani_Armed_Forces | Bibiheybət |
| 1088.0 | 5.5095974e7 | Azerbaijani_Armed_Forces | Healthcare_in_Azerbaijan |
| 1088.0 | 20282.0 | Azerbaijani_Armed_Forces | Mechanized_infantry |
| 1088.0 | 3.7721373e7 | Azerbaijani_Armed_Forces | Medicine_in_Azerbaijan |
| 1088.0 | 20394.0 | Azerbaijani_Armed_Forces | Tatmadaw |
| 1088.0 | 4.2543864e7 | Azerbaijani_Armed_Forces | United_States_Air_Forces_in_Europe |
| 1088.0 | 4.0963939e7 | Azerbaijani_Armed_Forces | Zakir_Hasanov |
| 1088.0 | 2.3207828e7 | Azerbaijani_Armed_Forces | Azerbaijan_Defense_Industry |
| 1088.0 | 1.1670391e7 | Azerbaijani_Armed_Forces | Gabala_Radar_Station |
| 1088.0 | 2.8087409e7 | Azerbaijani_Armed_Forces | Khosrov_bey_Sultanov |
| 1088.0 | 343356.0 | Azerbaijani_Armed_Forces | List_of_cities_in_Azerbaijan |
| 1088.0 | 1.7967625e7 | Azerbaijani_Armed_Forces | Mineral_industry_of_Azerbaijan |
| 1088.0 | 6.59111e7 | Azerbaijani_Armed_Forces | Participant_of_the_Patriotic_War_Medal |
| 1088.0 | 66890.0 | Azerbaijani_Armed_Forces | People's_Liberation_Army |
| 1088.0 | 4247739.0 | Azerbaijani_Armed_Forces | U.S._Navy_SEALs |
| 1088.0 | 2.8017536e7 | Azerbaijani_Armed_Forces | Valeh_Barshadli |
| 1088.0 | 2563036.0 | Azerbaijani_Armed_Forces | Hazi_Aslanov |
| 1088.0 | 381496.0 | Azerbaijani_Armed_Forces | JF-17 |
| 1088.0 | 493727.0 | Azerbaijani_Armed_Forces | Aero_L-39_Albatros |
| 1088.0 | 6.7120883e7 | Azerbaijani_Armed_Forces | Armenian_Army |
| 1088.0 | 401606.0 | Azerbaijani_Armed_Forces | Index_of_Azerbaijan-related_articles |
| 1088.0 | 1.1169023e7 | Azerbaijani_Armed_Forces | Ministry_of_Defence_Industry_of_Azerbaijan |
| 1088.0 | 5.829427e7 | Azerbaijani_Armed_Forces | Mountains_of_Azerbaijan |
| 1088.0 | 638594.0 | Azerbaijani_Armed_Forces | Non-belligerent |
| 1088.0 | 3.2945088e7 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Azerbaijan |
| 1088.0 | 31750.0 | Azerbaijani_Armed_Forces | Ukraine |
| 1088.0 | 380322.0 | Azerbaijani_Armed_Forces | Il-76 |
| 1088.0 | 1492960.0 | Azerbaijani_Armed_Forces | Nakhchivan_(city) |
| 1088.0 | 6.2087908e7 | Azerbaijani_Armed_Forces | Russo-Persian_War_(1804–13) |
| 1088.0 | 6446390.0 | Azerbaijani_Armed_Forces | State_Partnership_Program |
| 1088.0 | 905795.0 | Azerbaijani_Armed_Forces | Treaty_of_Gulistan |
| 1088.0 | 5424688.0 | Azerbaijani_Armed_Forces | Jordanian_Armed_Forces |
| 1088.0 | 956689.0 | Azerbaijani_Armed_Forces | Kura–Araxes_culture |
| 1088.0 | 5024972.0 | Azerbaijani_Armed_Forces | Operation_Edelweiss |
| 1088.0 | 3.6369933e7 | Azerbaijani_Armed_Forces | Orders,_decorations,_and_medals_of_Azerbaijan |
| 1088.0 | 412390.0 | Azerbaijani_Armed_Forces | Administrative_divisions_of_Azerbaijan |
| 1088.0 | 30215.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Turkmenistan |
| 1088.0 | 5.0716679e7 | Azerbaijani_Armed_Forces | Nasosnaya_(air_base) |
| 1088.0 | 25194.0 | Azerbaijani_Armed_Forces | Qatar_Armed_Forces |
| 1088.0 | 3206857.0 | Azerbaijani_Armed_Forces | Religion_in_Azerbaijan |
| 1088.0 | 3.5663369e7 | Azerbaijani_Armed_Forces | Sitalchay_Military_Airbase |
| 1088.0 | 3.8938602e7 | Azerbaijani_Armed_Forces | \"For_Faultless_Service\"_medal |
| 1088.0 | 2.1288922e7 | Azerbaijani_Armed_Forces | Azerbaijan_during_World_War_II |
| 1088.0 | 1.0927351e7 | Azerbaijani_Armed_Forces | Azerbaijani_National_Guard |
| 1088.0 | 4020775.0 | Azerbaijani_Armed_Forces | First_Nagorno-Karabakh_War |
| 1088.0 | 5.515162e7 | Azerbaijani_Armed_Forces | ISSN_(identifier) |
| 1088.0 | 14532.0 | Azerbaijani_Armed_Forces | Italy |
| 1088.0 | 1986639.0 | Azerbaijani_Armed_Forces | Languages_of_Azerbaijan |
| 1088.0 | 4.1471871e7 | Azerbaijani_Armed_Forces | List_of_lakes_of_Azerbaijan |
| 1088.0 | 4363966.0 | Azerbaijani_Armed_Forces | History_of_Azerbaijan |
| 1088.0 | 65220.0 | Azerbaijani_Armed_Forces | Nagorno-Karabakh |
| 1088.0 | 27276.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Saudi_Arabia |
| 1088.0 | 4566.0 | Azerbaijani_Armed_Forces | Baku |
| 1088.0 | 40195.0 | Azerbaijani_Armed_Forces | Telecommunications_in_Azerbaijan |
| 1088.0 | 6.7538996e7 | Azerbaijani_Armed_Forces | Şəmkir |
| 1088.0 | 1151523.0 | Azerbaijani_Armed_Forces | Azerbaijani_manat |
| 1088.0 | 213497.0 | Azerbaijani_Armed_Forces | Caucasian_Albania |
| 1088.0 | 6.5910879e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Kalbajar_Medal |
| 1088.0 | 5245787.0 | Azerbaijani_Armed_Forces | GUAM |
| 1088.0 | 6.7667374e7 | Azerbaijani_Armed_Forces | Kara_Koyunlu |
| 1088.0 | 1.8933221e7 | Azerbaijani_Armed_Forces | Royal_Brunei_Armed_Forces |
| 1088.0 | 31841.0 | Azerbaijani_Armed_Forces | United_Arab_Emirates_Armed_Forces |
| 1088.0 | 1.0927815e7 | Azerbaijani_Armed_Forces | Caspian_Guard_Initiative |
| 1088.0 | 1.9653787e7 | Azerbaijani_Armed_Forces | Caspian_Sea |
| 1088.0 | 3.4048567e7 | Azerbaijani_Armed_Forces | Marauder_(vehicle) |
| 1088.0 | 5.5829912e7 | Azerbaijani_Armed_Forces | Natural_resources_of_Azerbaijan |
| 1088.0 | 7115553.0 | Azerbaijani_Armed_Forces | Barda,_Azerbaijan |
| 1088.0 | 6.7740154e7 | Azerbaijani_Armed_Forces | Jane's_Information_Group |
| 1088.0 | 3.0455197e7 | Azerbaijani_Armed_Forces | Khojaly–Gadabay_culture |
| 1088.0 | 1519005.0 | Azerbaijani_Armed_Forces | Sultan_of_Oman's_Armed_Forces |
| 1088.0 | 3.1030978e7 | Azerbaijani_Armed_Forces | Azerbaijani_mythology |
| 1088.0 | 3.0322787e7 | Azerbaijani_Armed_Forces | Chief_of_General_Staff_of_Azerbaijani_Armed_Forces |
| 1088.0 | 46530.0 | Azerbaijani_Armed_Forces | Human_Rights_Watch |
| 1088.0 | 2.1447694e7 | Azerbaijani_Armed_Forces | List_of_companies_of_Azerbaijan |
| 1088.0 | 3.7897147e7 | Azerbaijani_Armed_Forces | National_symbols_of_Azerbaijan |
| 1088.0 | 4.5061575e7 | Azerbaijani_Armed_Forces | Qajar_Iran |
| 1088.0 | 873945.0 | Azerbaijani_Armed_Forces | Soviet_Air_Defence_Forces |
| 1088.0 | 877787.0 | Azerbaijani_Armed_Forces | Azerbaijani_literature |
| 1088.0 | 3708.0 | Azerbaijani_Armed_Forces | Brussels |
| 1088.0 | 214529.0 | Azerbaijani_Armed_Forces | Dependent_territory |
| 1088.0 | 5.5049264e7 | Azerbaijani_Armed_Forces | ISBN_(identifier) |
| 1088.0 | 9282173.0 | Azerbaijani_Armed_Forces | Israel |
| 1088.0 | 1.2085342e7 | Azerbaijani_Armed_Forces | Khanates_of_the_Caucasus |
| 1088.0 | 1.9374465e7 | Azerbaijani_Armed_Forces | Xətai_raion |
| 1088.0 | 3.3949683e7 | Azerbaijani_Armed_Forces | Air_Force_Day |
| 1088.0 | 6.0544953e7 | Azerbaijani_Armed_Forces | Azerbaijan_Higher_Military_Academy |
| 1088.0 | 79745.0 | Azerbaijani_Armed_Forces | Cluster_munition |
| 1088.0 | 21263.0 | Azerbaijani_Armed_Forces | Korean_People's_Army |
| 1088.0 | 2.2462867e7 | Azerbaijani_Armed_Forces | Soviet_Ground_Forces |
| 1088.0 | 382302.0 | Azerbaijani_Armed_Forces | Su-25 |
| 1088.0 | 1322733.0 | Azerbaijani_Armed_Forces | Black_January |
| 1088.0 | 3.5450533e7 | Azerbaijani_Armed_Forces | Day_of_the_Armed_Forces_of_Azerbaijan |
| 1088.0 | 309778.0 | Azerbaijani_Armed_Forces | Music_of_Azerbaijan |
| 1088.0 | 30136.0 | Azerbaijani_Armed_Forces | Royal_Thai_Armed_Forces |
| 1088.0 | 26748.0 | Azerbaijani_Armed_Forces | Switzerland |
| 1088.0 | 7469136.0 | Azerbaijani_Armed_Forces | Vietnam_People's_Armed_Forces |
| 1088.0 | 2.3207385e7 | Azerbaijani_Armed_Forces | Azerbaijan_Navy |
| 1088.0 | 6367906.0 | Azerbaijani_Armed_Forces | Azerbaijani_dances |
| 1088.0 | 704623.0 | Azerbaijani_Armed_Forces | CIA |
| 1088.0 | 3.7265091e7 | Azerbaijani_Armed_Forces | Caspian_Sea_Flotilla |
| 1088.0 | 2071240.0 | Azerbaijani_Armed_Forces | Culture_of_Azerbaijan |
| 1088.0 | 7761715.0 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Georgia |
| 1088.0 | 6.6176862e7 | Azerbaijani_Armed_Forces | 2nd_Army_Corps_(Azerbaijan) |
| 1088.0 | 6.5787844e7 | Azerbaijani_Armed_Forces | Battle_of_Shusha_(2020) |
| 1088.0 | 16692.0 | Azerbaijani_Armed_Forces | Kuwait_Military_Forces |
| 1088.0 | 7940585.0 | Azerbaijani_Armed_Forces | Aq_Qoyunlu |
| 1088.0 | 5042916.0 | Azerbaijani_Armed_Forces | Canada |
| 1088.0 | 510603.0 | Azerbaijani_Armed_Forces | Jane's_Fighting_Ships |
| 1088.0 | 6.5431221e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_war |
| 1088.0 | 661551.0 | Azerbaijani_Armed_Forces | Ganja,_Azerbaijan |
| 1088.0 | 2.6217562e7 | Azerbaijani_Armed_Forces | History_of_Azerbaijani_animation |
| 1088.0 | 4562230.0 | Azerbaijani_Armed_Forces | Oklahoma_National_Guard |
| 1088.0 | 6.7228635e7 | Azerbaijani_Armed_Forces | Rovshan_Akbarov |
| 1088.0 | 8486749.0 | Azerbaijani_Armed_Forces | Russian_Space_Forces |
| 1088.0 | 382305.0 | Azerbaijani_Armed_Forces | Su-24 |
| 1088.0 | 3.5482625e7 | Azerbaijani_Armed_Forces | Armavir_Radar_Station |
| 1088.0 | 404448.0 | Azerbaijani_Armed_Forces | Azerbaijan_Soviet_Socialist_Republic |
| 1088.0 | 2.1653069e7 | Azerbaijani_Armed_Forces | Geology_of_Azerbaijan |
| 1088.0 | 4.0503488e7 | Azerbaijani_Armed_Forces | List_of_equipment_of_the_Azerbaijani_Land_Forces |
| 1088.0 | 408284.0 | Azerbaijani_Armed_Forces | List_of_political_parties_in_Azerbaijan |
| 1088.0 | 2.8119649e7 | Azerbaijani_Armed_Forces | Special_Purpose_Police_Unit |
| 1088.0 | 31717.0 | Azerbaijani_Armed_Forces | United_Kingdom |
| 1088.0 | 1.1447628e7 | Azerbaijani_Armed_Forces | Abkhazian_Armed_Forces |
| 1088.0 | 5731277.0 | Azerbaijani_Armed_Forces | Fauna_of_Azerbaijan |
| 1088.0 | 2.2765442e7 | Azerbaijani_Armed_Forces | Ilham_Aliyev |
| 1088.0 | 542300.0 | Azerbaijani_Armed_Forces | Ilkhanate |
| 1088.0 | 5.5284726e7 | Azerbaijani_Armed_Forces | Judiciary_of_Azerbaijan |
| 1088.0 | 3.4024533e7 | Azerbaijani_Armed_Forces | Leyla-Tepe_culture |
| 1088.0 | 4674848.0 | Azerbaijani_Armed_Forces | Russo-Persian_War_(1826–1828) |
| 1088.0 | 2.6964606e7 | Azerbaijani_Armed_Forces | Austria |
| 1088.0 | 6.4611227e7 | Azerbaijani_Armed_Forces | Azerbaijani_Air_and_Air_Defence_Force |
| 1088.0 | 6.698864e7 | Azerbaijani_Armed_Forces | Caves_of_Azerbaijan |
| 1088.0 | 1.8846287e7 | Azerbaijani_Armed_Forces | Jabrayil |
| 1088.0 | 7.18581e7 | Azerbaijani_Armed_Forces | Kyurdamir_Air_Base |
| 1088.0 | 3.0927438e7 | Azerbaijani_Armed_Forces | Achaemenid_Empire |
| 1088.0 | 6.5910935e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Jabrayil_Medal |
| 1088.0 | 162017.0 | Azerbaijani_Armed_Forces | Rayon |
| 1088.0 | 5366487.0 | Azerbaijani_Armed_Forces | Human_rights_in_Azerbaijan |
| 1088.0 | 1.1356544e7 | Azerbaijani_Armed_Forces | Law_enforcement_in_Azerbaijan |
| 1088.0 | 9609093.0 | Azerbaijani_Armed_Forces | Beylagan_(city) |
| 1088.0 | 519489.0 | Azerbaijani_Armed_Forces | Eastern_Front_(World_War_II) |
| 1088.0 | 1087.0 | Azerbaijani_Armed_Forces | Foreign_relations_of_Azerbaijan |
| 1088.0 | 1.1197435e7 | Azerbaijani_Armed_Forces | Maciej_Sulkiewicz |
| 1088.0 | 938372.0 | Azerbaijani_Armed_Forces | President_of_Azerbaijan |
| 1088.0 | 32817.0 | Azerbaijani_Armed_Forces | Vladimir_Putin |
| 1088.0 | 2.6157272e7 | Azerbaijani_Armed_Forces | Azerbaijani_art |
| 1088.0 | 2.7172367e7 | Azerbaijani_Armed_Forces | Azerbaijani_folklore |
| 1088.0 | 385358.0 | Azerbaijani_Armed_Forces | Nakhchivan_Autonomous_Republic |
| 1088.0 | 214413.0 | Azerbaijani_Armed_Forces | Armenian_diaspora |
| 1088.0 | 6.591061e7 | Azerbaijani_Armed_Forces | Hero_of_the_Patriotic_War_Medal |
| 1088.0 | 123503.0 | Azerbaijani_Armed_Forces | MiG-21 |
| 1088.0 | 3.3570513e7 | Azerbaijani_Armed_Forces | Russians_in_Azerbaijan |
| 1088.0 | 7.1286679e7 | Azerbaijani_Armed_Forces | Shulaveri-Shomu_culture |
| 1088.0 | 3.3872653e7 | Azerbaijani_Armed_Forces | Jar-Burial_Culture |
| 1088.0 | 7174933.0 | Azerbaijani_Armed_Forces | List_of_countries_with_nuclear_weapons |
| 1088.0 | 3.0323393e7 | Azerbaijani_Armed_Forces | Minister_of_Defense_(Azerbaijan) |
| 1088.0 | 6.5804585e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_ceasefire_agreement |
| 1088.0 | 7.03133e7 | Azerbaijani_Armed_Forces | 223rd_Rifle_Division |
| 1088.0 | 6.6185091e7 | Azerbaijani_Armed_Forces | 4th_Army_Corps_(Azerbaijan) |
| 1088.0 | 2.5137672e7 | Azerbaijani_Armed_Forces | Energy_in_Azerbaijan |
| 1088.0 | 4.1349212e7 | Azerbaijani_Armed_Forces | Minesweeper_(ship) |
| 1088.0 | 67639.0 | Azerbaijani_Armed_Forces | Politics_of_Azerbaijan |
| 1088.0 | 1.9376957e7 | Azerbaijani_Armed_Forces | Sanqacal |
| 1088.0 | 27318.0 | Azerbaijani_Armed_Forces | Singapore |
| 1088.0 | 1.7416221e7 | Azerbaijani_Armed_Forces | South_Africa |
| 1088.0 | 32927.0 | Azerbaijani_Armed_Forces | World_War_II |
| 1088.0 | 5639884.0 | Azerbaijani_Armed_Forces | Armenian–Azerbaijani_war_(1918–1920) |
| 1088.0 | 7107998.0 | Azerbaijani_Armed_Forces | Bodies_of_water_of_Azerbaijan |
| 1088.0 | 5843419.0 | Azerbaijani_Armed_Forces | France |
| 1088.0 | 877182.0 | Azerbaijani_Armed_Forces | Shirvan |
| 1088.0 | 6.0555433e7 | Azerbaijani_Armed_Forces | War_College_of_the_Azerbaijani_Armed_Forces |
| 1088.0 | 802.0 | Azerbaijani_Armed_Forces | Ankara |
| 1088.0 | 23369.0 | Azerbaijani_Armed_Forces | Pakistan_Armed_Forces |
| 1088.0 | 4501200.0 | Azerbaijani_Armed_Forces | Parthian_Empire |
| 1088.0 | 4.190231e7 | Azerbaijani_Armed_Forces | Special_Forces_of_Azerbaijan |
| 1088.0 | 3.1022059e7 | Azerbaijani_Armed_Forces | State_Oil_Company_of_Azerbaijan_Republic |
| 1088.0 | 7.1994248e7 | Azerbaijani_Armed_Forces | Defense_Forces_of_Georgia |
| 1088.0 | 2.7911049e7 | Azerbaijani_Armed_Forces | Ministry_of_Defence_(Azerbaijan) |
| 1088.0 | 1.2975707e7 | Azerbaijani_Armed_Forces | Safar_Abiyev |
| 1088.0 | 26779.0 | Azerbaijani_Armed_Forces | Soviet_Union |
| 1088.0 | 6.1362503e7 | Azerbaijani_Armed_Forces | Stone_Age_in_Azerbaijan |
| 1088.0 | 1492790.0 | Azerbaijani_Armed_Forces | Shusha |
| 1088.0 | 31975.0 | Azerbaijani_Armed_Forces | United_States_Department_of_State |
| 1088.0 | 6.6016006e7 | Azerbaijani_Armed_Forces | Victory_Day_(Azerbaijan) |
| 1088.0 | 6064651.0 | Azerbaijani_Armed_Forces | Eldiguzids |
| 1088.0 | 6.5911037e7 | Azerbaijani_Armed_Forces | For_Distinction_in_Battle_Medal |
| 1088.0 | 14939.0 | Azerbaijani_Armed_Forces | Intercontinental_ballistic_missile |
| 1088.0 | 1.9360365e7 | Azerbaijani_Armed_Forces | North_Atlantic_Treaty_Organization |
| 1088.0 | 6.4783403e7 | Azerbaijani_Armed_Forces | 396th_Rifle_Division |
| 1088.0 | 6.9019186e7 | Azerbaijani_Armed_Forces | 416th_Rifle_Division_(Soviet_Union) |
| 1088.0 | 2.2469823e7 | Azerbaijani_Armed_Forces | Azerbaijani_peacekeeping_forces |
| 1088.0 | 3.5079877e7 | Azerbaijani_Armed_Forces | Azerbaijani_traditional_clothing |
| 1088.0 | 5043324.0 | Azerbaijani_Armed_Forces | Iraq_War |
| 1088.0 | 4627429.0 | Azerbaijani_Armed_Forces | Iraqi_Armed_Forces |
| 1088.0 | 1.905571e7 | Azerbaijani_Armed_Forces | Jebrayil |
| 1088.0 | 1.3969214e7 | Azerbaijani_Armed_Forces | Main_Agency_of_Missiles_and_Artillery_of_the_Ministry_of_Defense_of_the_Russian_Federation |
| 1088.0 | 6040932.0 | Azerbaijani_Armed_Forces | Security_Forces_Command |
| 1088.0 | 31861.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Uzbekistan |
| 1088.0 | 7658483.0 | Azerbaijani_Armed_Forces | Section_907 |
| 1088.0 | 19076.0 | Azerbaijani_Armed_Forces | Macao_Garrison |
| 1088.0 | 6.4207973e7 | Azerbaijani_Armed_Forces | Media_of_Azerbaijan |
| 1088.0 | 182309.0 | Azerbaijani_Armed_Forces | MiG-29 |
| 1088.0 | 59510.0 | Azerbaijani_Armed_Forces | Russians |
| 1088.0 | 2.8096514e7 | Azerbaijani_Armed_Forces | Jamshid_Nakhchivanski_Military_Lyceum |
| 1088.0 | 3.2850702e7 | Azerbaijani_Armed_Forces | List_of_World_Heritage_Sites_in_Azerbaijan |
| 1088.0 | 6.3975362e7 | Azerbaijani_Armed_Forces | OC_Media |
| 1088.0 | 2.023768e7 | Azerbaijani_Armed_Forces | Russian_Ministry_of_Defence |
| 1088.0 | 6672192.0 | Azerbaijani_Armed_Forces | Sajid_dynasty |
| 1088.0 | 4941803.0 | Azerbaijani_Armed_Forces | Azerbaijani_Navy |
| 1088.0 | 5876413.0 | Azerbaijani_Armed_Forces | Sasanian_Empire |
| 1088.0 | 2.3575502e7 | Azerbaijani_Armed_Forces | Tourism_in_Azerbaijan |
| 1088.0 | 1.0934404e7 | Azerbaijani_Armed_Forces | Wildlife_of_Azerbaijan |
| 1088.0 | 1097.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Armenia |
| 1088.0 | 23448.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Philippines |
| 1088.0 | 4380486.0 | Azerbaijani_Armed_Forces | Armenian–Tatar_massacres_of_1905–1907 |
| 1088.0 | 407062.0 | Azerbaijani_Armed_Forces | Azərbaycan_marşı |
| 1088.0 | 2.3465971e7 | Azerbaijani_Armed_Forces | Government_of_Azerbaijan |
| 1088.0 | 7877570.0 | Azerbaijani_Armed_Forces | Individual_Partnership_Action_Plan |
| 1088.0 | 5.5289023e7 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Armenia |
| 1088.0 | 4788086.0 | Azerbaijani_Armed_Forces | Azerbaijan_Medical_University |
| 1088.0 | 5.415509e7 | Azerbaijani_Armed_Forces | State_Service_for_Mobilization_and_Conscription_of_Azerbaijan |
| 1088.0 | 1.9079143e7 | Azerbaijani_Armed_Forces | Armed_Forces_of_South_Ossetia |
| 1088.0 | 2.3207406e7 | Azerbaijani_Armed_Forces | Azerbaijan_Border_Guard |
| 1088.0 | 2.1189576e7 | Azerbaijani_Armed_Forces | Azerbaijani_rug |
| 1088.0 | 5.5636355e7 | Azerbaijani_Armed_Forces | Baku_Higher_All-Arms_Command_School |
| 1088.0 | 25391.0 | Azerbaijani_Armed_Forces | Russia |
| 1088.0 | 40196.0 | Azerbaijani_Armed_Forces | Transport_in_Azerbaijan |
| 1088.0 | 4764461.0 | Azerbaijani_Armed_Forces | World_War_I |
| 1088.0 | 6.6828259e7 | Azerbaijani_Armed_Forces | Afsharid_Iran |
| 1088.0 | 6.5910891e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Gubadly_Medal |
| 1088.0 | 3249318.0 | Azerbaijani_Armed_Forces | Shaddadids |
| 1088.0 | 6.7101223e7 | Azerbaijani_Armed_Forces | Training_and_Education_Center_of_the_Armed_Forces |
| 1088.0 | 1.3427826e7 | Azerbaijani_Armed_Forces | Cabinet_of_Azerbaijan |
| 1088.0 | 1.0927665e7 | Azerbaijani_Armed_Forces | Internal_Troops_of_Azerbaijan |
| 1088.0 | 39237.0 | Azerbaijani_Armed_Forces | Israel_Defense_Forces |
| 1088.0 | 5.7994574e7 | Azerbaijani_Armed_Forces | Military_Band_Service_of_the_Armed_Forces_of_Azerbaijan |
| 1088.0 | 7.0680595e7 | Azerbaijani_Armed_Forces | 227th_Rifle_Division |
| 1088.0 | 2192452.0 | Azerbaijani_Armed_Forces | 4th_Army_(Soviet_Union) |
| 1088.0 | 2.3411067e7 | Azerbaijani_Armed_Forces | Ganja_Air_Base |
| 1088.0 | 581195.0 | Azerbaijani_Armed_Forces | Copyright_status_of_works_by_the_federal_government_of_the_United_States |
| 1088.0 | 7077806.0 | Azerbaijani_Armed_Forces | Orography_of_Azerbaijan |
| 1088.0 | 1177214.0 | Azerbaijani_Armed_Forces | Pennon |
| 1088.0 | 740508.0 | Azerbaijani_Armed_Forces | Republic_of_Azerbaijan |
| 1088.0 | 917076.0 | Azerbaijani_Armed_Forces | Ayaz_Mutallibov |
| 1088.0 | 213173.0 | Azerbaijani_Armed_Forces | Conscripts |
| 1088.0 | 1082.0 | Azerbaijani_Armed_Forces | Geography_of_Azerbaijan |
| 1088.0 | 9526432.0 | Azerbaijani_Armed_Forces | MRAP |
| 1088.0 | 386742.0 | Azerbaijani_Armed_Forces | SA-2 |
| 1088.0 | 6.4343188e7 | Azerbaijani_Armed_Forces | Azerbaijan_High_Military_Aviation_School |
| 1088.0 | 69007.0 | Azerbaijani_Armed_Forces | Military_of_Bhutan |
| 1088.0 | 1.9859966e7 | Azerbaijani_Armed_Forces | Nasosnaya_Air_Base |
| 1088.0 | 1022955.0 | Azerbaijani_Armed_Forces | Supreme_Soviet_of_the_USSR |
| 1088.0 | 6.7262853e7 | Azerbaijani_Armed_Forces | Ali-Agha_Shikhlinski |
| 1088.0 | 1351138.0 | Azerbaijani_Armed_Forces | Elections_in_Azerbaijan |
| 1088.0 | 14650.0 | Azerbaijani_Armed_Forces | Indonesian_National_Armed_Forces |
| 1088.0 | 6.6168931e7 | Azerbaijani_Armed_Forces | Marine_Infantry_of_Azerbaijan |
| 1088.0 | 1300375.0 | Azerbaijani_Armed_Forces | Treaty_on_Conventional_Armed_Forces_in_Europe |
| 1088.0 | 1.8947898e7 | Azerbaijani_Armed_Forces | Amnesty_International |
| 1088.0 | 746.0 | Azerbaijani_Armed_Forces | Azerbaijan |
| 1088.0 | 1.9859938e7 | Azerbaijani_Armed_Forces | Baku_Kala_Air_Base |
| 1088.0 | 1610018.0 | Azerbaijani_Armed_Forces | Hong_Kong_Garrison |
| 1088.0 | 1478175.0 | Azerbaijani_Armed_Forces | Public_holidays_in_Azerbaijan |
| 1088.0 | 69328.0 | Azerbaijani_Armed_Forces | United_Arab_Emirates |
| 1088.0 | 1.0928518e7 | Azerbaijani_Armed_Forces | Azerbaijani_Coast_Guard |
| 1088.0 | 4016533.0 | Azerbaijani_Armed_Forces | National_Assembly_(Azerbaijan) |
| 1088.0 | 1.9510878e7 | Azerbaijani_Armed_Forces | Sitalcay |
| 1088.0 | 7.1403487e7 | Azerbaijani_Armed_Forces | State_Border_Service_(Azerbaijan) |
| 1088.0 | 1.0254803e7 | Azerbaijani_Armed_Forces | Cinema_of_Azerbaijan |
| 1088.0 | 17779.0 | Azerbaijani_Armed_Forces | Lebanese_Armed_Forces |
| 1088.0 | 5.9921988e7 | Azerbaijani_Armed_Forces | Metallurgy_in_Azerbaijan |
| 1088.0 | 27479.0 | Azerbaijani_Armed_Forces | Syrian_Armed_Forces |
| 1088.0 | 6.7613776e7 | Azerbaijani_Armed_Forces | TecSAR |
| 1088.0 | 4116970.0 | Azerbaijani_Armed_Forces | Central_Bank_of_Azerbaijan |
| 1088.0 | 400853.0 | Azerbaijani_Armed_Forces | Hero_of_the_Soviet_Union |
| 1088.0 | 1.6278429e7 | Azerbaijani_Armed_Forces | Outline_of_Azerbaijan |
| 1088.0 | 1.3634062e7 | Azerbaijani_Armed_Forces | Constitution_of_Azerbaijan |
| 1088.0 | 7.1858151e7 | Azerbaijani_Armed_Forces | Dollyar_Air_Base |
| 1088.0 | 2.812722e7 | Azerbaijani_Armed_Forces | List_of_earthquakes_in_Azerbaijan |
| 1088.0 | 23235.0 | Azerbaijani_Armed_Forces | Pakistan |
| 1088.0 | 1049084.0 | Azerbaijani_Armed_Forces | U.S._National_Guard |
| 1088.0 | 6.1912815e7 | Azerbaijani_Armed_Forces | \"90th_Anniversary_of_the_Armed_Forces_of_Azerbaijan_(1918–2008)\"_Medal |
| 1088.0 | 67658.0 | Azerbaijani_Armed_Forces | Bahrain_Defence_Force |
| 1238.0 | 44975.0 | Atomic_bomb | Phrase |
| 1238.0 | 21785.0 | Atomic_bomb | Nuclear_weapon |
| 1342.0 | 1400.0 | A.D | Anno_Domini |
| 1580.0 | 1.8935551e7 | Alcidamas | Public_domain |
| 1580.0 | 168260.0 | Alcidamas | Isocrates |
| 1580.0 | 99665.0 | Alcidamas | Friedrich_Blass |
| 1580.0 | 6.3435015e7 | Alcidamas | JSTOR_(identifier) |
| 1580.0 | 1.5103874e7 | Alcidamas | Contest_of_Homer_and_Hesiod |
| 1580.0 | 22537.0 | Alcidamas | Odysseus |
| 1580.0 | 2093019.0 | Alcidamas | Palamedes_(mythology) |
| 1580.0 | 6.371749e7 | Alcidamas | VIAF_(identifier) |
| 1580.0 | 30059.0 | Alcidamas | Troy |
| 1580.0 | 2.6273281e7 | Alcidamas | Messenia_(ancient_region) |
| 1580.0 | 1216.0 | Alcidamas | Athens |
| 1580.0 | 6771651.0 | Alcidamas | Teubner |
| 1580.0 | 5.5049264e7 | Alcidamas | ISBN_(identifier) |
| 1580.0 | 72624.0 | Alcidamas | Encyclopædia_Britannica_Eleventh_Edition |
| 1580.0 | 6.3826803e7 | Alcidamas | ISNI_(identifier) |
| 1580.0 | 2.4392429e7 | Alcidamas | Commentaria_in_Aristotelem_Graeca |
| 1580.0 | 49646.0 | Alcidamas | Sophist |
| 1580.0 | 11887.0 | Alcidamas | Greek_language |
| 1580.0 | 6.3717472e7 | Alcidamas | SUDOC_(identifier) |
| 1580.0 | 13621.0 | Alcidamas | Hadrian |
| 1580.0 | 1692816.0 | Alcidamas | Rhetoric_(Aristotle) |
| 1580.0 | 308.0 | Alcidamas | Aristotle |
| 1580.0 | 100109.0 | Alcidamas | John_Pentland_Mahaffy |
| 1580.0 | 5.5017667e7 | Alcidamas | Muse |
| 1580.0 | 6.5715134e7 | Alcidamas | RERO_(identifier) |
| 1580.0 | 25447.0 | Alcidamas | Rhetoric |
| 1580.0 | 1715161.0 | Alcidamas | Aeolis |
| 1580.0 | 4682035.0 | Alcidamas | Martin_Litchfield_West |
| 1580.0 | 22022.0 | Alcidamas | Nietzsche |
| 1580.0 | 4633006.0 | Alcidamas | Elaea_(Aeolis) |
| 1580.0 | 66540.0 | Alcidamas | Ancient_Greece |
| 1580.0 | 98394.0 | Alcidamas | Gorgias |
| 1645.0 | 3.7091344e7 | Ibn_al-Haytham | Al-Harith_ibn_Kalada |
| 1645.0 | 3.5633616e7 | Ibn_al-Haytham | Gholamhossein_Ebrahimi_Dinani |
| 1645.0 | 3022468.0 | Ibn_al-Haytham | Qalb |
| 1645.0 | 1.6424083e7 | Ibn_al-Haytham | 59239_Alhazen |
| 1645.0 | 5089990.0 | Ibn_al-Haytham | Ahmad_al-Buni |
| 1645.0 | 482939.0 | Ibn_al-Haytham | Al-Hakim_bi-Amr_Allah |
| 1645.0 | 2.7361247e7 | Ibn_al-Haytham | Al-Kharaqī |
| 1645.0 | 4.9712277e7 | Ibn_al-Haytham | Al-Ruhawi |
| 1645.0 | 5.6447306e7 | Ibn_al-Haytham | Alam_al-Din_al-Hanafi |
| 1645.0 | 51518.0 | Ibn_al-Haytham | Dam |
| 1645.0 | 1602822.0 | Ibn_al-Haytham | Haji_Bektash_Veli |
| 1645.0 | 1467830.0 | Ibn_al-Haytham | Ibn_Hazm |
| 1645.0 | 14810.0 | Ibn_al-Haytham | Islamic_calendar |
| 1645.0 | 1.3861753e7 | Ibn_al-Haytham | Said_al-Andalusi |
| 1645.0 | 1917134.0 | Ibn_al-Haytham | Sultan_Ali_Khorasani |
| 1645.0 | 30503.0 | Ibn_al-Haytham | Theology |
| 1645.0 | 5.2932896e7 | Ibn_al-Haytham | Abd_al-Latif_al-Baghdadi_(medieval_writer) |
| 1645.0 | 1134.0 | Ibn_al-Haytham | Analysis |
| 1645.0 | 6.9094489e7 | Ibn_al-Haytham | Fakhr_al-Din_al-Akhlati |
| 1645.0 | 3.2144014e7 | Ibn_al-Haytham | Ibn_Hamza_al-Maghribi |
| 1645.0 | 272074.0 | Ibn_al-Haytham | Ibn_Taymiyyah |
| 1645.0 | 14533.0 | Ibn_al-Haytham | India |
| 1645.0 | 5.613996e7 | Ibn_al-Haytham | Khoja_Akhmet_Yassawi |
| 1645.0 | 24714.0 | Ibn_al-Haytham | Precession |
| 1645.0 | 23979.0 | Ibn_al-Haytham | Ptolemy |
| 1645.0 | 1102000.0 | Ibn_al-Haytham | Shen_Kuo |
| 1645.0 | 207547.0 | Ibn_al-Haytham | Thābit_ibn_Qurra |
| 1645.0 | 7.2112001e7 | Ibn_al-Haytham | Abdollah_ibn_Bukhtishu |
| 1645.0 | 196242.0 | Ibn_al-Haytham | Averroism |
| 1645.0 | 1864889.0 | Ibn_al-Haytham | Cosmology |
| 1645.0 | 302794.0 | Ibn_al-Haytham | Depth_perception |
| 1645.0 | 1.6770522e7 | Ibn_al-Haytham | Fathullah_Shirazi |
| 1645.0 | 2.8645073e7 | Ibn_al-Haytham | Ibn_al-Yasamin |
| 1645.0 | 142601.0 | Ibn_al-Haytham | John_Peckham |
| 1645.0 | 5762980.0 | Ibn_al-Haytham | Nisba_(onomastics) |
| 1645.0 | 6.2773262e7 | Ibn_al-Haytham | Sadr_al-Shari'a_al-Asghar |
| 1645.0 | 1741183.0 | Ibn_al-Haytham | Yaʿqūb_ibn_Ṭāriq |
| 1645.0 | 64203.0 | Ibn_al-Haytham | Zaragoza |
| 1645.0 | 1.171752e7 | Ibn_al-Haytham | Al-Khazini |
| 1645.0 | 5916.0 | Ibn_al-Haytham | Circumference |
| 1645.0 | 3.1562722e7 | Ibn_al-Haytham | Ibn_al-Tilmidh |
| 1645.0 | 86820.0 | Ibn_al-Haytham | Khalid_ibn_Abd_al‐Malik_al‐Marwarrudhi |
| 1645.0 | 4.8575985e7 | Ibn_al-Haytham | Lune_(mathematics) |
| 1645.0 | 21527.0 | Ibn_al-Haytham | Number_theory |
| 1645.0 | 1.1712287e7 | Ibn_al-Haytham | Riaz_Ahmed_Gohar_Shahi |
| 1645.0 | 145242.0 | Ibn_al-Haytham | The_Canon_of_Medicine |
| 1645.0 | 2.3797577e7 | Ibn_al-Haytham | The_Daily_Telegraph |
| 1645.0 | 3304608.0 | Ibn_al-Haytham | Astronomy_in_the_medieval_Islamic_world |
| 1645.0 | 3.9292005e7 | Ibn_al-Haytham | Ibn_Hindu |
| 1645.0 | 2.7578404e7 | Ibn_al-Haytham | Ibn_al‐Ha'im_al‐Ishbili |
| 1645.0 | 3.8205689e7 | Ibn_al-Haytham | Latinization_of_names |
| 1645.0 | 22483.0 | Ibn_al-Haytham | Optics |
| 1645.0 | 7151472.0 | Ibn_al-Haytham | Peter_M._Neumann |
| 1645.0 | 3364761.0 | Ibn_al-Haytham | Ray_(optics) |
| 1645.0 | 3144227.0 | Ibn_al-Haytham | Sufi_philosophy |
| 1645.0 | 3335703.0 | Ibn_al-Haytham | Al-Samawal_al-Maghribi |
| 1645.0 | 791.0 | Ibn_al-Haytham | Asteroid |
| 1645.0 | 1104592.0 | Ibn_al-Haytham | Ibn_Tufail |
| 1645.0 | 15513.0 | Ibn_al-Haytham | Islamic_eschatology |
| 1645.0 | 63140.0 | Ibn_al-Haytham | Jabir_ibn_Hayyan |
| 1645.0 | 80135.0 | Ibn_al-Haytham | Rutgers_University |
| 1645.0 | 2042347.0 | Ibn_al-Haytham | Zakariya_al-Qazwini |
| 1645.0 | 414271.0 | Ibn_al-Haytham | Abū_Isḥāq_Ibrāhīm_al-Zarqālī |
| 1645.0 | 4385475.0 | Ibn_al-Haytham | Ancient_Greek_astronomy |
| 1645.0 | 3.6143542e7 | Ibn_al-Haytham | Ibn_al-Majdi |
| 1645.0 | 5496025.0 | Ibn_al-Haytham | Ilm_(Arabic) |
| 1645.0 | 175040.0 | Ibn_al-Haytham | Al-Farabi |
| 1645.0 | 2.2341957e7 | Ibn_al-Haytham | Ali_al-Ridha |
| 1645.0 | 1778258.0 | Ibn_al-Haytham | Alī_ibn_Ahmad_al-Nasawī |
| 1645.0 | 4831143.0 | Ibn_al-Haytham | Ancient_Greek_medicine |
| 1645.0 | 157898.0 | Ibn_al-Haytham | Eye |
| 1645.0 | 1782358.0 | Ibn_al-Haytham | Ibn_Abi_Sadiq |
| 1645.0 | 6328738.0 | Ibn_al-Haytham | Ibn_Mu'adh_al-Jayyani |
| 1645.0 | 5.6793125e7 | Ibn_al-Haytham | Ibn_al‐Raqqam |
| 1645.0 | 23231.0 | Ibn_al-Haytham | Parabola |
| 1645.0 | 7211548.0 | Ibn_al-Haytham | Predestination_in_Islam |
| 1645.0 | 44328.0 | Ibn_al-Haytham | Ulugh_Beg |
| 1645.0 | 2.3538754e7 | Ibn_al-Haytham | Wayback_Machine |
| 1645.0 | 2.8635358e7 | Ibn_al-Haytham | Abu_Muqri_Mohammed_al-Battiwi |
| 1645.0 | 59861.0 | Ibn_al-Haytham | Experiment |
| 1645.0 | 2231772.0 | Ibn_al-Haytham | Ibn_Sahl_(mathematician) |
| 1645.0 | 1.7940058e7 | Ibn_al-Haytham | Mohsen_Fayz_Kashani |
| 1645.0 | 2160807.0 | Ibn_al-Haytham | Muhammad_ibn_Zakariya_al-Razi |
| 1645.0 | 2.5343863e7 | Ibn_al-Haytham | Nur_al-Din_Bimaristan |
| 1645.0 | 192520.0 | Ibn_al-Haytham | Tawhid |
| 1645.0 | 439770.0 | Ibn_al-Haytham | Abu_Nasr_Mansur |
| 1645.0 | 4158200.0 | Ibn_al-Haytham | Asabiyyah |
| 1645.0 | 236674.0 | Ibn_al-Haytham | Ayurveda |
| 1645.0 | 380406.0 | Ibn_al-Haytham | Comparative_psychology |
| 1645.0 | 13450.0 | Ibn_al-Haytham | Hebrew_language |
| 1645.0 | 8066479.0 | Ibn_al-Haytham | Maslaha |
| 1645.0 | 2042612.0 | Ibn_al-Haytham | Masʽud_ibn_Muhammad_Sijzi |
| 1645.0 | 19323.0 | Ibn_al-Haytham | Middle_East |
| 1645.0 | 53497.0 | Ibn_al-Haytham | Optical_illusion |
| 1645.0 | 1189485.0 | Ibn_al-Haytham | Abu_al-Wafa'_Buzjani |
| 1645.0 | 1.0879533e7 | Ibn_al-Haytham | Aja'ib_al-Makhluqat |
| 1645.0 | 355643.0 | Ibn_al-Haytham | Al-Andalus |
| 1645.0 | 4.3402124e7 | Ibn_al-Haytham | Commentary_on_Anatomy_in_Avicenna's_Canon |
| 1645.0 | 8451005.0 | Ibn_al-Haytham | Haji_Bayram_Veli |
| 1645.0 | 1.0082768e7 | Ibn_al-Haytham | Hockney–Falco_thesis |
| 1645.0 | 2.6634144e7 | Ibn_al-Haytham | Ibn_Sina_Academy_of_Medieval_Medicine_and_Sciences |
| 1645.0 | 1741520.0 | Ibn_al-Haytham | Kamāl_al-Dīn_al-Fārisī |
| 1645.0 | 3.2078146e7 | Ibn_al-Haytham | Muhammad_ibn_Aslam_Al-Ghafiqi |
| 1645.0 | 2042047.0 | Ibn_al-Haytham | Burhan-ud-din_Kermani |
| 1645.0 | 6596725.0 | Ibn_al-Haytham | Equatorium |
| 1645.0 | 5553121.0 | Ibn_al-Haytham | Latin_translations_of_the_12th_century |
| 1645.0 | 21664.0 | Ibn_al-Haytham | Nebula |
| 1645.0 | 4.7324624e7 | Ibn_al-Haytham | Sadr_ad-Din_Dashtaki |
| 1645.0 | 1.0536691e7 | Ibn_al-Haytham | Thabit_ibn_Qurra |
| 1645.0 | 2428.0 | Ibn_al-Haytham | Analog_computer |
| 1645.0 | 1.1453823e7 | Ibn_al-Haytham | Byzantine_science |
| 1645.0 | 6.7975278e7 | Ibn_al-Haytham | History_of_science_in_the_Renaissance |
| 1645.0 | 166162.0 | Ibn_al-Haytham | Islamic_philosophy |
| 1645.0 | 5290954.0 | Ibn_al-Haytham | Abu_al-Bayan_ibn_al-Mudawwar |
| 1645.0 | 2045119.0 | Ibn_al-Haytham | Abu_al-Hakam_al-Kirmani |
| 1645.0 | 2.8208073e7 | Ibn_al-Haytham | Afdal_al-Din_Kashani |
| 1645.0 | 2643686.0 | Ibn_al-Haytham | Aga_Khan_University |
| 1645.0 | 174410.0 | Ibn_al-Haytham | Armillary_sphere |
| 1645.0 | 383129.0 | Ibn_al-Haytham | Celestial_spheres |
| 1645.0 | 48167.0 | Ibn_al-Haytham | Congruence_relation |
| 1645.0 | 244588.0 | Ibn_al-Haytham | Heliocentrism |
| 1645.0 | 4.7787936e7 | Ibn_al-Haytham | Schema_for_horizontal_dials |
| 1645.0 | 1.3224789e7 | Ibn_al-Haytham | Sextant_(astronomy) |
| 1645.0 | 1253603.0 | Ibn_al-Haytham | Abu_Ma'shar_al-Balkhi |
| 1645.0 | 1782729.0 | Ibn_al-Haytham | Al-Mahani |
| 1645.0 | 1587482.0 | Ibn_al-Haytham | Al-Qabisi |
| 1645.0 | 1.1089309e7 | Ibn_al-Haytham | Al-Ḥajjāj_ibn_Yūsuf_ibn_Maṭar |
| 1645.0 | 1271962.0 | Ibn_al-Haytham | Billiard_table |
| 1645.0 | 1.1828715e7 | Ibn_al-Haytham | Book_of_Optics |
| 1645.0 | 5286621.0 | Ibn_al-Haytham | Ephraim_ibn_al-Za'faran |
| 1645.0 | 3.0864628e7 | Ibn_al-Haytham | European_science_in_the_Middle_Ages |
| 1645.0 | 719601.0 | Ibn_al-Haytham | MIT_Press |
| 1645.0 | 1.3692155e7 | Ibn_al-Haytham | Philosophy |
| 1645.0 | 3.5216988e7 | Ibn_al-Haytham | Rajab_Ali_Tabrizi |
| 1645.0 | 39420.0 | Ibn_al-Haytham | Right_triangle |
| 1645.0 | 2538627.0 | Ibn_al-Haytham | Yusuf_al-Mu'taman_ibn_Hud |
| 1645.0 | 2.8820168e7 | Ibn_al-Haytham | Abd_al-Rahman_al-Jadiri |
| 1645.0 | 1767004.0 | Ibn_al-Haytham | Abu_Mansur_Muwaffaq |
| 1645.0 | 1.9217647e7 | Ibn_al-Haytham | Abul_Qasim_ibn_Mohammed_al-Ghassani |
| 1645.0 | 1741220.0 | Ibn_al-Haytham | Bukhtishu |
| 1645.0 | 3.2142292e7 | Ibn_al-Haytham | Ibrahim_ibn_Baks |
| 1645.0 | 1782585.0 | Ibn_al-Haytham | Jabril_ibn_Bukhtishu |
| 1645.0 | 2527706.0 | Ibn_al-Haytham | Mir_Damad |
| 1645.0 | 2984836.0 | Ibn_al-Haytham | Ophthalmology_in_the_medieval_Islamic_world |
| 1645.0 | 22308.0 | Ibn_al-Haytham | Oxford |
| 1645.0 | 50585.0 | Ibn_al-Haytham | Philadelphia |
| 1645.0 | 1.9883086e7 | Ibn_al-Haytham | Philip_Sherrard |
| 1645.0 | 230250.0 | Ibn_al-Haytham | The_Ascent_of_Man |
| 1645.0 | 1964954.0 | Ibn_al-Haytham | University_of_Chicago_Press |
| 1645.0 | 3.4781942e7 | Ibn_al-Haytham | Abd_al‐Wajid |
| 1645.0 | 1766622.0 | Ibn_al-Haytham | Abolfadl_Harawi |
| 1645.0 | 6.082025e7 | Ibn_al-Haytham | Al-Hawi |
| 1645.0 | 665027.0 | Ibn_al-Haytham | Fourth_power |
| 1645.0 | 2.3568467e7 | Ibn_al-Haytham | Rashidun_al-Suri |
| 1645.0 | 4647532.0 | Ibn_al-Haytham | Shams_al-Din_Abu_Abd_Allah_al-Khalili |
| 1645.0 | 2.4712247e7 | Ibn_al-Haytham | Ya'ish_ibn_Ibrahim_al-Umawi |
| 1645.0 | 3861353.0 | Ibn_al-Haytham | Babylonian_mathematics |
| 1645.0 | 1.7365905e7 | Ibn_al-Haytham | Dawūd_al-Qayṣarī |
| 1645.0 | 6.0347068e7 | Ibn_al-Haytham | Jalaladdin_Davani |
| 1645.0 | 18836.0 | Ibn_al-Haytham | Middle_Ages |
| 1645.0 | 3022453.0 | Ibn_al-Haytham | Nafs |
| 1645.0 | 5186903.0 | Ibn_al-Haytham | Tusi_couple |
| 1645.0 | 2674.0 | Ibn_al-Haytham | Abd_al-Latif_al-Baghdadi |
| 1645.0 | 4849234.0 | Ibn_al-Haytham | Encyclopedia_of_the_Brethren_of_Purity |
| 1645.0 | 9239.0 | Ibn_al-Haytham | Europe |
| 1645.0 | 150257.0 | Ibn_al-Haytham | Feigned_madness |
| 1645.0 | 577201.0 | Ibn_al-Haytham | Frithjof_Schuon |
| 1645.0 | 2.6482067e7 | Ibn_al-Haytham | Kepler |
| 1645.0 | 17730.0 | Ibn_al-Haytham | Latin |
| 1645.0 | 145845.0 | Ibn_al-Haytham | Paraboloid |
| 1645.0 | 25525.0 | Ibn_al-Haytham | René_Descartes |
| 1645.0 | 884495.0 | Ibn_al-Haytham | Bibliothèque_nationale |
| 1645.0 | 86728.0 | Ibn_al-Haytham | Bodleian_Library |
| 1645.0 | 3515519.0 | Ibn_al-Haytham | Lambert_quadrilateral |
| 1645.0 | 3.3383114e7 | Ibn_al-Haytham | Muhammad_ibn_Abi_Bakr_al‐Farisi |
| 1645.0 | 201359.0 | Ibn_al-Haytham | Squaring_the_circle |
| 1645.0 | 1.854116e7 | Ibn_al-Haytham | Abū_Rayhān_al-Bīrūnī |
| 1645.0 | 804218.0 | Ibn_al-Haytham | Astronomical_clock |
| 1645.0 | 6.3434964e7 | Ibn_al-Haytham | CiteSeerX_(identifier) |
| 1645.0 | 316410.0 | Ibn_al-Haytham | Compass_rose |
| 1645.0 | 9417.0 | Ibn_al-Haytham | Euclidean_geometry |
| 1645.0 | 8232680.0 | Ibn_al-Haytham | Ibn_al-Jazzar |
| 1645.0 | 2742403.0 | Ibn_al-Haytham | Mathematical_Association |
| 1645.0 | 3.1327881e7 | Ibn_al-Haytham | Na'im_ibn_Musa |
| 1645.0 | 25948.0 | Ibn_al-Haytham | Refraction |
| 1645.0 | 3.2309672e7 | Ibn_al-Haytham | Abd_al-Razzaq_Lahiji |
| 1645.0 | 192230.0 | Ibn_al-Haytham | Almanac |
| 1645.0 | 2426527.0 | Ibn_al-Haytham | Ibn_al-Nafis |
| 1645.0 | 1.3433019e7 | Ibn_al-Haytham | Intromission_theory |
| 1645.0 | 1.1011952e7 | Ibn_al-Haytham | Kamal_al-Din_al-Farisi |
| 1645.0 | 94721.0 | Ibn_al-Haytham | Robert_Grosseteste |
| 1645.0 | 645208.0 | Ibn_al-Haytham | Equant |
| 1645.0 | 7.1175005e7 | Ibn_al-Haytham | Mahmud_Hudayi |
| 1645.0 | 1.5233821e7 | Ibn_al-Haytham | Psychology_in_the_medieval_Islamic_world |
| 1645.0 | 2.1691805e7 | Ibn_al-Haytham | Serapion_the_Younger |
| 1645.0 | 7627.0 | Ibn_al-Haytham | The_Canterbury_Tales |
| 1645.0 | 7.1370184e7 | Ibn_al-Haytham | Ali_ibn_Yusuf_al-Ilaqi |
| 1645.0 | 102182.0 | Ibn_al-Haytham | Celestial_mechanics |
| 1645.0 | 2695116.0 | Ibn_al-Haytham | Contemporary_Islamic_philosophy |
| 1645.0 | 6733941.0 | Ibn_al-Haytham | Friedrich_Risner |
| 1645.0 | 12326.0 | Ibn_al-Haytham | Galen |
| 1645.0 | 1232660.0 | Ibn_al-Haytham | Syed_Muhammad_Naquib_al-Attas |
| 1645.0 | 5.5495903e7 | Ibn_al-Haytham | 1001_Inventions |
| 1645.0 | 1.0730931e7 | Ibn_al-Haytham | Al-Mu'taman_ibn_Hud |
| 1645.0 | 1174529.0 | Ibn_al-Haytham | Al-Tasrif |
| 1645.0 | 4.3350725e7 | Ibn_al-Haytham | Euclid–Euler_theorem |
| 1645.0 | 360726.0 | Ibn_al-Haytham | Planisphere |
| 1645.0 | 6.0782023e7 | Ibn_al-Haytham | Shmuel_Sambursky |
| 1645.0 | 2.1800807e7 | Ibn_al-Haytham | Zakhireye_Khwarazmshahi |
| 1645.0 | 3.2111866e7 | Ibn_al-Haytham | Ibn_Abi_Ramtha_al-Tamimi |
| 1645.0 | 6.3435015e7 | Ibn_al-Haytham | JSTOR_(identifier) |
| 1645.0 | 6.1571532e7 | Ibn_al-Haytham | Lens_(optics) |
| 1645.0 | 39098.0 | Ibn_al-Haytham | Physical_law |
| 1645.0 | 7.1245601e7 | Ibn_al-Haytham | Shahab_al-Din_Yahya_ibn_Habash_Suhrawardi |
| 1645.0 | 2.4923294e7 | Ibn_al-Haytham | Ulugh_Beg_Observatory |
| 1645.0 | 1.3728826e7 | Ibn_al-Haytham | Abu_al-Hassan_al-Amiri |
| 1645.0 | 3394642.0 | Ibn_al-Haytham | Dioptra |
| 1645.0 | 4.3947436e7 | Ibn_al-Haytham | Huihui_Lifa |
| 1645.0 | 2781944.0 | Ibn_al-Haytham | Indian_astronomy |
| 1645.0 | 5.9899089e7 | Ibn_al-Haytham | Motion_(physics) |
| 1645.0 | 21244.0 | Ibn_al-Haytham | Nile |
| 1645.0 | 1.0621204e7 | Ibn_al-Haytham | Sabuncuoğlu_Şerafeddin |
| 1645.0 | 1418949.0 | Ibn_al-Haytham | Springer_Science+Business_Media |
| 1645.0 | 27680.0 | Ibn_al-Haytham | Supernova |
| 1645.0 | 60919.0 | Ibn_al-Haytham | University_of_London |
| 1645.0 | 5719662.0 | Ibn_al-Haytham | A._I._Sabra |
| 1645.0 | 2.2883647e7 | Ibn_al-Haytham | Abu_Ali_al-Khayyat |
| 1645.0 | 1759881.0 | Ibn_al-Haytham | Abu_Ja'far_al-Khazin |
| 1645.0 | 1739664.0 | Ibn_al-Haytham | Al-Karaji |
| 1645.0 | 1.3956265e7 | Ibn_al-Haytham | Ancient_Iranian_medicine |
| 1645.0 | 47474.0 | Ibn_al-Haytham | Aperture |
| 1645.0 | 221461.0 | Ibn_al-Haytham | Hevelius |
| 1645.0 | 6.7610731e7 | Ibn_al-Haytham | Hussam_al-Din_al-Jarrahi |
| 1645.0 | 2163566.0 | Ibn_al-Haytham | Nafi_ibn_al-Harith |
| 1645.0 | 1.3401485e7 | Ibn_al-Haytham | Selenographia |
| 1645.0 | 2.755431e7 | Ibn_al-Haytham | Abu_Jafar_ibn_Harun_al-Turjali |
| 1645.0 | 353215.0 | Ibn_al-Haytham | Al-Zahrawi |
| 1645.0 | 39316.0 | Ibn_al-Haytham | Compass |
| 1645.0 | 241528.0 | Ibn_al-Haytham | Jacob_Bronowski |
| 1645.0 | 3.9127918e7 | Ibn_al-Haytham | Mohammed_ibn_Abdun_al-Jabali |
| 1645.0 | 204511.0 | Ibn_al-Haytham | Scientific_skepticism |
| 1645.0 | 5.4447016e7 | Ibn_al-Haytham | Victor_J._Katz |
| 1645.0 | 2.3442952e7 | Ibn_al-Haytham | Yang_Guangxian |
| 1645.0 | 1560514.0 | Ibn_al-Haytham | Ahmad_ibn_Yusuf |
| 1645.0 | 8230922.0 | Ibn_al-Haytham | Hamid_al-Din_al-Kirmani |
| 1645.0 | 6785051.0 | Ibn_al-Haytham | History_of_trigonometry |
| 1645.0 | 5.7151342e7 | Ibn_al-Haytham | Ibn_Ishaq_al-Tunisi |
| 1645.0 | 1.5515167e7 | Ibn_al-Haytham | Ibn_al-Kattani |
| 1645.0 | 1830000.0 | Ibn_al-Haytham | Inundation |
| 1645.0 | 3035257.0 | Ibn_al-Haytham | Masarjawaih |
| 1645.0 | 6.4652504e7 | Ibn_al-Haytham | Zaynab_al-Awadiya |
| 1645.0 | 2.2848684e7 | Ibn_al-Haytham | Abu_Sulayman_Sijistani |
| 1645.0 | 2.1508913e7 | Ibn_al-Haytham | Abu_ul-Ala_Shirazi |
| 1645.0 | 3.107765e7 | Ibn_al-Haytham | G._J._Toomer |
| 1645.0 | 209717.0 | Ibn_al-Haytham | Madrasa |
| 1645.0 | 3304216.0 | Ibn_al-Haytham | Mathematics_in_the_medieval_Islamic_world |
| 1645.0 | 251713.0 | Ibn_al-Haytham | Qibla |
| 1645.0 | 25532.0 | Ibn_al-Haytham | Renaissance |
| 1645.0 | 2042154.0 | Ibn_al-Haytham | Shaykh_Muhammad_ibn_Thaleb |
| 1645.0 | 3225840.0 | Ibn_al-Haytham | Sublunary_sphere |
| 1645.0 | 7724903.0 | Ibn_al-Haytham | Ali_ibn_Ridwan |
| 1645.0 | 4396171.0 | Ibn_al-Haytham | Earth's_rotation |
| 1645.0 | 12787.0 | Ibn_al-Haytham | Geoffrey_Chaucer |
| 1645.0 | 1492381.0 | Ibn_al-Haytham | Ibn_Al-Thahabi |
| 1645.0 | 23253.0 | Ibn_al-Haytham | Parallax |
| 1645.0 | 1.9594028e7 | Ibn_al-Haytham | Theoretical_physics |
| 1645.0 | 5.3090162e7 | Ibn_al-Haytham | Yahya_ibn_Abi_Mansur |
| 1645.0 | 2.7579858e7 | Ibn_al-Haytham | Abu_al-Salt |
| 1645.0 | 3.5777337e7 | Ibn_al-Haytham | Cosmos:_A_Spacetime_Odyssey |
| 1645.0 | 4512160.0 | Ibn_al-Haytham | Flooding |
| 1645.0 | 1.4973076e7 | Ibn_al-Haytham | Medical_Renaissance |
| 1645.0 | 6.1415405e7 | Ibn_al-Haytham | Muhammad_Husayn_Tabataba'i |
| 1645.0 | 1.6593123e7 | Ibn_al-Haytham | Nader_El-Bizri |
| 1645.0 | 5290740.0 | Ibn_al-Haytham | Sa'ad_al-Dawla |
| 1645.0 | 982540.0 | Ibn_al-Haytham | Taqi_ad-Din_Muhammad_ibn_Ma'ruf |
| 1645.0 | 5.549544e7 | Ibn_al-Haytham | Alhazen_(disambiguation) |
| 1645.0 | 2.4464339e7 | Ibn_al-Haytham | Arab |
| 1645.0 | 2.8700369e7 | Ibn_al-Haytham | Ibn_Ghazi_al-Miknasi |
| 1645.0 | 199169.0 | Ibn_al-Haytham | Ibn_Khaldun |
| 1645.0 | 1.9018638e7 | Ibn_al-Haytham | Islamic_mathematics |
| 1645.0 | 18079.0 | Ibn_al-Haytham | Leonardo_da_Vinci |
| 1645.0 | 2.7405151e7 | Ibn_al-Haytham | Muhammad_al-Rudani |
| 1645.0 | 6.7427596e7 | Ibn_al-Haytham | Qadi_Mir_Husayn_al-Maybudi |
| 1645.0 | 4.0311818e7 | Ibn_al-Haytham | Roger_Highfield |
| 1645.0 | 207174.0 | Ibn_al-Haytham | Triangulation |
| 1645.0 | 1782310.0 | Ibn_al-Haytham | Abu_Said_Gorgani |
| 1645.0 | 6.4988709e7 | Ibn_al-Haytham | Buyid_Emirate |
| 1645.0 | 2227778.0 | Ibn_al-Haytham | Catoptrics |
| 1645.0 | 438004.0 | Ibn_al-Haytham | Psychophysics |
| 1645.0 | 5.3082933e7 | Ibn_al-Haytham | Abu_al-Hasan_al-Ahwazi |
| 1645.0 | 7718539.0 | Ibn_al-Haytham | Al-'Adudi_Hospital |
| 1645.0 | 3.1076646e7 | Ibn_al-Haytham | Al_Achsasi_al_Mouakket |
| 1645.0 | 1.0923902e7 | Ibn_al-Haytham | Dream_Pool_Essays |
| 1645.0 | 3467826.0 | Ibn_al-Haytham | House_of_Knowledge |
| 1645.0 | 1.327905e7 | Ibn_al-Haytham | Ibn_Butlan |
| 1645.0 | 5741464.0 | Ibn_al-Haytham | Ibn_al-Baytar |
| 1645.0 | 685895.0 | Ibn_al-Haytham | René_Guénon |
| 1645.0 | 2.3477491e7 | Ibn_al-Haytham | Sadr_al-Din_al-Qunawi |
| 1645.0 | 1768580.0 | Ibn_al-Haytham | Sharaf_al-Din_al-Tusi |
| 1645.0 | 2.4703916e7 | Ibn_al-Haytham | Sullam_al-sama' |
| 1645.0 | 1245987.0 | Ibn_al-Haytham | Ziauddin_Sardar |
| 1645.0 | 91173.0 | Ibn_al-Haytham | Axial_tilt |
| 1645.0 | 9770.0 | Ibn_al-Haytham | Eclipse |
| 1645.0 | 152827.0 | Ibn_al-Haytham | Han_Chinese |
| 1645.0 | 18365.0 | Ibn_al-Haytham | Luminance |
| 1645.0 | 1.3352174e7 | Ibn_al-Haytham | Quadrant_(instrument) |
| 1645.0 | 2.7375401e7 | Ibn_al-Haytham | Sanad_ibn_Ali |
| 1645.0 | 4391548.0 | Ibn_al-Haytham | Sinān_ibn_al-Fatḥ |
| 1645.0 | 8656923.0 | Ibn_al-Haytham | Ahmad_Fardid |
| 1645.0 | 4.9107555e7 | Ibn_al-Haytham | Al-Furqan_Islamic_Heritage_Foundation |
| 1645.0 | 5.2173672e7 | Ibn_al-Haytham | Al-Mubashshir_ibn_Fatik |
| 1645.0 | 5.3090036e7 | Ibn_al-Haytham | Al-Wabkanawi |
| 1645.0 | 2375470.0 | Ibn_al-Haytham | Cleomedes |
| 1645.0 | 1627160.0 | Ibn_al-Haytham | Linda_Hall_Library |
| 1645.0 | 1.7944118e7 | Ibn_al-Haytham | Physics_in_the_medieval_Islamic_world |
| 1645.0 | 23313.0 | Ibn_al-Haytham | Piri_Reis |
| 1645.0 | 2014775.0 | Ibn_al-Haytham | Qutb_al-Din_al-Shirazi |
| 1645.0 | 2.1786641e7 | Ibn_al-Haytham | UNESCO |
| 1645.0 | 78209.0 | Ibn_al-Haytham | Abu_Bakr_al-Razi |
| 1645.0 | 1822259.0 | Ibn_al-Haytham | Hakim-e-Gilani |
| 1645.0 | 1.0228966e7 | Ibn_al-Haytham | Jabir_ibn_Aflah |
| 1645.0 | 3335321.0 | Ibn_al-Haytham | Shams_al-Din_al-Samarqandi |
| 1645.0 | 6.8869871e7 | Ibn_al-Haytham | Ahi_Evren |
| 1645.0 | 172394.0 | Ibn_al-Haytham | Georg_von_Peuerbach |
| 1645.0 | 294211.0 | Ibn_al-Haytham | Globe |
| 1645.0 | 3302534.0 | Ibn_al-Haytham | List_of_Muslim_philosophers |
| 1645.0 | 1741105.0 | Ibn_al-Haytham | Muḥammad_ibn_Ibrāhīm_al-Fazārī |
| 1645.0 | 985414.0 | Ibn_al-Haytham | Nasir_al-Din_Nasir_Hunzai |
| 1645.0 | 6.3434832e7 | Ibn_al-Haytham | PMC_(identifier) |
| 1645.0 | 16433.0 | Ibn_al-Haytham | Rumi |
| 1645.0 | 1840548.0 | Ibn_al-Haytham | Zayn-e-Attar |
| 1645.0 | 5286542.0 | Ibn_al-Haytham | Abu_Hafsa_Yazid |
| 1645.0 | 2627738.0 | Ibn_al-Haytham | History_of_optics |
| 1645.0 | 165834.0 | Ibn_al-Haytham | Ijtihad |
| 1645.0 | 658084.0 | Ibn_al-Haytham | Magnifying_glass |
| 1645.0 | 2909851.0 | Ibn_al-Haytham | Trepidation |
| 1645.0 | 5438833.0 | Ibn_al-Haytham | 'Abd_al-Hamīd_ibn_Turk |
| 1645.0 | 1792709.0 | Ibn_al-Haytham | Abu_Zayd_al-Balkhi |
| 1645.0 | 1.8716923e7 | Ibn_al-Haytham | Algebra |
| 1645.0 | 3430980.0 | Ibn_al-Haytham | Carl_Brockelmann |
| 1645.0 | 421135.0 | Ibn_al-Haytham | Giambattista_della_Porta |
| 1645.0 | 3.2100257e7 | Ibn_al-Haytham | Ibn_Abi_al-Ashʿath |
| 1645.0 | 5.4285532e7 | Ibn_al-Haytham | Ibn_al-Samh |
| 1645.0 | 3.7487758e7 | Ibn_al-Haytham | Mitsubishi_Electric_Research_Laboratories |
| 1645.0 | 564579.0 | Ibn_al-Haytham | Rashid_al-Din_Hamadani |
| 1645.0 | 233636.0 | Ibn_al-Haytham | Spherical_Earth |
| 1645.0 | 6.371749e7 | Ibn_al-Haytham | VIAF_(identifier) |
| 1645.0 | 146607.0 | Ibn_al-Haytham | Al-Ghazali |
| 1645.0 | 8878908.0 | Ibn_al-Haytham | De_Gradibus |
| 1645.0 | 1.6847243e7 | Ibn_al-Haytham | Egyptian_astronomy |
| 1645.0 | 9550030.0 | Ibn_al-Haytham | History_of_algebra |
| 1645.0 | 7227242.0 | Ibn_al-Haytham | Ibn_Masarra |
| 1645.0 | 1.4950599e7 | Ibn_al-Haytham | Ibn_al-Khatib |
| 1645.0 | 1848052.0 | Ibn_al-Haytham | Indian_mathematics |
| 1645.0 | 6387453.0 | Ibn_al-Haytham | Reza_Davari_Ardakani |
| 1645.0 | 26833.0 | Ibn_al-Haytham | Scientific_method |
| 1645.0 | 192176.0 | Ibn_al-Haytham | Shura |
| 1645.0 | 561852.0 | Ibn_al-Haytham | Süleymaniye_Mosque |
| 1645.0 | 1068209.0 | Ibn_al-Haytham | Toledan_Tables |
| 1645.0 | 1.3632955e7 | Ibn_al-Haytham | Yusuf_ibn_Ismail_al-Kutubi |
| 1645.0 | 1253591.0 | Ibn_al-Haytham | Abu'l-Barakāt_al-Baghdādī |
| 1645.0 | 271975.0 | Ibn_al-Haytham | Al-Biruni |
| 1645.0 | 8367660.0 | Ibn_al-Haytham | Apertures |
| 1645.0 | 171177.0 | Ibn_al-Haytham | Early_Islamic_philosophy |
| 1645.0 | 42764.0 | Ibn_al-Haytham | Hagia_Sophia |
| 1645.0 | 1835859.0 | Ibn_al-Haytham | Husayni_Isfahani |
| 1645.0 | 200354.0 | Ibn_al-Haytham | Ibn_Arabi |
| 1645.0 | 1275987.0 | Ibn_al-Haytham | Moon_illusion |
| 1645.0 | 1.9469852e7 | Ibn_al-Haytham | Plane_(mathematics) |
| 1645.0 | 34238.0 | Ibn_al-Haytham | Yunus_Emre |
| 1645.0 | 1.1436522e7 | Ibn_al-Haytham | Zij |
| 1645.0 | 1019879.0 | Ibn_al-Haytham | Alhazen_(crater) |
| 1645.0 | 257242.0 | Ibn_al-Haytham | Apollonius_of_Perga |
| 1645.0 | 57580.0 | Ibn_al-Haytham | Basra |
| 1645.0 | 2.4893445e7 | Ibn_al-Haytham | Book_of_the_Ten_Treatises_of_the_Eye |
| 1645.0 | 143608.0 | Ibn_al-Haytham | Deferent_and_epicycle |
| 1645.0 | 5.5808289e7 | Ibn_al-Haytham | Janus_(journal) |
| 1645.0 | 1.0780372e7 | Ibn_al-Haytham | Muhammad_Baqir_Yazdi |
| 1645.0 | 1766702.0 | Ibn_al-Haytham | Nazif_ibn_Yumn |
| 1645.0 | 4.8253059e7 | Ibn_al-Haytham | Salat |
| 1645.0 | 1696685.0 | Ibn_al-Haytham | Tacuinum_Sanitatis |
| 1645.0 | 1766764.0 | Ibn_al-Haytham | Abu_Sahl_al-Quhi |
| 1645.0 | 4.8934192e7 | Ibn_al-Haytham | Angle_of_incidence_(optics) |
| 1645.0 | 19001.0 | Ibn_al-Haytham | Microsoft |
| 1645.0 | 2042257.0 | Ibn_al-Haytham | Nakhshabi |
| 1645.0 | 3011287.0 | Ibn_al-Haytham | Open_Library |
| 1645.0 | 22939.0 | Ibn_al-Haytham | Physics |
| 1645.0 | 9306125.0 | Ibn_al-Haytham | Abdollah_Javadi-Amoli |
| 1645.0 | 3.2183825e7 | Ibn_al-Haytham | Abu_Hatim_Ahmad_ibn_Hamdan_al-Razi |
| 1645.0 | 2458898.0 | Ibn_al-Haytham | Ahmad_Sirhindi |
| 1645.0 | 2.2795725e7 | Ibn_al-Haytham | Al-Dakhwar |
| 1645.0 | 1783041.0 | Ibn_al-Haytham | Albubather |
| 1645.0 | 73199.0 | Ibn_al-Haytham | Cambridge_University_Press |
| 1645.0 | 423682.0 | Ibn_al-Haytham | Hydraulic_empire |
| 1645.0 | 603273.0 | Ibn_al-Haytham | Magnification |
| 1645.0 | 1897836.0 | Ibn_al-Haytham | Ossolineum |
| 1645.0 | 267542.0 | Ibn_al-Haytham | Science_in_the_medieval_Islamic_world |
| 1645.0 | 145227.0 | Ibn_al-Haytham | The_Book_of_Healing |
| 1645.0 | 1.2654431e7 | Ibn_al-Haytham | Al-Birjandi |
| 1645.0 | 1.9008673e7 | Ibn_al-Haytham | Conic_section |
| 1645.0 | 14220.0 | Ibn_al-Haytham | History_of_mathematics |
| 1645.0 | 1.1410402e7 | Ibn_al-Haytham | Joseph_ben_Judah_of_Ceuta |
| 1645.0 | 1.5077184e7 | Ibn_al-Haytham | Peace_in_Islamic_philosophy |
| 1645.0 | 822045.0 | Ibn_al-Haytham | Qiyas |
| 1645.0 | 427971.0 | Ibn_al-Haytham | Specific_gravity |
| 1645.0 | 5453536.0 | Ibn_al-Haytham | Zij-i_Ilkhani |
| 1645.0 | 5.515162e7 | Ibn_al-Haytham | ISSN_(identifier) |
| 1645.0 | 1.7140872e7 | Ibn_al-Haytham | Ibn_Shuayb |
| 1645.0 | 6.3434916e7 | Ibn_al-Haytham | OCLC_(identifier) |
| 1645.0 | 3.1526932e7 | Ibn_al-Haytham | Ya'qub_ibn_Ishaq_al-Israili |
| 1645.0 | 5962454.0 | Ibn_al-Haytham | Zij-i_Sultani |
| 1645.0 | 1.1104921e7 | Ibn_al-Haytham | 'Aql |
| 1645.0 | 271979.0 | Ibn_al-Haytham | Abu_Hanifa_Dinawari |
| 1645.0 | 2.0088875e7 | Ibn_al-Haytham | Abu_al-Abbas_Iranshahri |
| 1645.0 | 3.6885885e7 | Ibn_al-Haytham | Adab_al-Tabib |
| 1645.0 | 3.8674159e7 | Ibn_al-Haytham | Dawud_al-Antaki |
| 1645.0 | 3.5570756e7 | Ibn_al-Haytham | Ibn_Adlan |
| 1645.0 | 429918.0 | Ibn_al-Haytham | Ja'far_al-Sadiq |
| 1645.0 | 1.2940349e7 | Ibn_al-Haytham | Mariner's_astrolabe |
| 1645.0 | 3.6922314e7 | Ibn_al-Haytham | Mohammed_Abed_al-Jabri |
| 1645.0 | 2.3536548e7 | Ibn_al-Haytham | Perception_(journal) |
| 1645.0 | 6.6426206e7 | Ibn_al-Haytham | American_Mathematical_Monthly |
| 1645.0 | 6012554.0 | Ibn_al-Haytham | Cosmology_in_medieval_Islam |
| 1645.0 | 3263095.0 | Ibn_al-Haytham | Ehmedê_Xanî |
| 1645.0 | 1002657.0 | Ibn_al-Haytham | Nasir_Khusraw |
| 1645.0 | 1782879.0 | Ibn_al-Haytham | Shapur_ibn_Sahl |
| 1645.0 | 6.5425437e7 | Ibn_al-Haytham | Aayon_Ibn_Aayon |
| 1645.0 | 2882418.0 | Ibn_al-Haytham | Abraham_Maimonides |
| 1645.0 | 1740968.0 | Ibn_al-Haytham | Al-Fadl_ibn_Naubakht |
| 1645.0 | 1786.0 | Ibn_al-Haytham | Arabic_numerals |
| 1645.0 | 42127.0 | Ibn_al-Haytham | Christiaan_Huygens |
| 1645.0 | 1741027.0 | Ibn_al-Haytham | Ibrāhīm_al-Fazārī |
| 1645.0 | 305465.0 | Ibn_al-Haytham | Lens_(anatomy) |
| 1645.0 | 693465.0 | Ibn_al-Haytham | Muhammad_Baqir_al-Sadr |
| 1645.0 | 2.7358708e7 | Ibn_al-Haytham | Principles_of_Hindu_Reckoning |
| 1645.0 | 72907.0 | Ibn_al-Haytham | Sundial |
| 1645.0 | 2.1280496e7 | Ibn_al-Haytham | Visual_perception |
| 1645.0 | 4.3756445e7 | Ibn_al-Haytham | Al-Isfizari |
| 1645.0 | 2.3817094e7 | Ibn_al-Haytham | Bahmanyār |
| 1645.0 | 6886.0 | Ibn_al-Haytham | Chicago |
| 1645.0 | 6220.0 | Ibn_al-Haytham | Circle |
| 1645.0 | 3655571.0 | Ibn_al-Haytham | Eastern_Arabic_numerals |
| 1645.0 | 607777.0 | Ibn_al-Haytham | Epicycles |
| 1645.0 | 1840730.0 | Ibn_al-Haytham | Muhammad_ibn_Yusuf_al-Harawi |
| 1645.0 | 5.262552e7 | Ibn_al-Haytham | Nomanul_Haq |
| 1645.0 | 2848164.0 | Ibn_al-Haytham | Nur_ad-Din_al-Bitruji |
| 1645.0 | 983450.0 | Ibn_al-Haytham | Traditionalist_School_(perennialism) |
| 1645.0 | 5.3083061e7 | Ibn_al-Haytham | Abu_Ishaq_al-Kubunani |
| 1645.0 | 5.6430943e7 | Ibn_al-Haytham | Ammar_al-Mawsili |
| 1645.0 | 9264.0 | Ibn_al-Haytham | Ecliptic |
| 1645.0 | 2806585.0 | Ibn_al-Haytham | Islamic_metaphysics |
| 1645.0 | 2137015.0 | Ibn_al-Haytham | Mahmoud_Shabestari |
| 1645.0 | 1741293.0 | Ibn_al-Haytham | Mashallah_ibn_Athari |
| 1645.0 | 424304.0 | Ibn_al-Haytham | Pierre_Duhem |
| 1645.0 | 193513.0 | Ibn_al-Haytham | Science_(journal) |
| 1645.0 | 5.2933884e7 | Ibn_al-Haytham | Abu'l-Hasan_Bayhaqi |
| 1645.0 | 3.1562331e7 | Ibn_al-Haytham | Al-Kashkari |
| 1645.0 | 5280356.0 | Ibn_al-Haytham | Ibn_Sab'in |
| 1645.0 | 998087.0 | Ibn_al-Haytham | Ibn_Yunus |
| 1645.0 | 5.6795161e7 | Ibn_al-Haytham | Ibn_al-A'lam |
| 1645.0 | 1845906.0 | Ibn_al-Haytham | Jaghmini |
| 1645.0 | 4.2199619e7 | Ibn_al-Haytham | Schools_of_Islamic_theology |
| 1645.0 | 1086231.0 | Ibn_al-Haytham | Al-Abbās_ibn_Said_al-Jawharī |
| 1645.0 | 607963.0 | Ibn_al-Haytham | Al-Farghani |
| 1645.0 | 982595.0 | Ibn_al-Haytham | Constantinople_observatory_of_Taqi_ad-Din |
| 1645.0 | 5.5049264e7 | Ibn_al-Haytham | ISBN_(identifier) |
| 1645.0 | 4.5124222e7 | Ibn_al-Haytham | Kitāb_al-Manāẓir |
| 1645.0 | 6548181.0 | Ibn_al-Haytham | Ma_Yize |
| 1645.0 | 6.281435e7 | Ibn_al-Haytham | Muwaqqit |
| 1645.0 | 2042316.0 | Ibn_al-Haytham | Nurbakhshi |
| 1645.0 | 23666.0 | Ibn_al-Haytham | Prime_number |
| 1645.0 | 2.3649689e7 | Ibn_al-Haytham | Shadow_square |
| 1645.0 | 1782185.0 | Ibn_al-Haytham | Zayn_al-Din_Gorgani |
| 1645.0 | 928.0 | Ibn_al-Haytham | Axiom |
| 1645.0 | 3.833419e7 | Ibn_al-Haytham | Bruges |
| 1645.0 | 11114.0 | Ibn_al-Haytham | Fiqh |
| 1645.0 | 2.9688374e7 | Ibn_al-Haytham | Galileo_Galilei |
| 1645.0 | 2618724.0 | Ibn_al-Haytham | John_L._Esposito |
| 1645.0 | 1.8426568e7 | Ibn_al-Haytham | NASA |
| 1645.0 | 5.7398059e7 | Ibn_al-Haytham | Najm_al‐Din_al‐Misri |
| 1645.0 | 5.1317367e7 | Ibn_al-Haytham | Nastulus |
| 1645.0 | 202444.0 | Ibn_al-Haytham | Ummah |
| 1645.0 | 272065.0 | Ibn_al-Haytham | Al-Kindi |
| 1645.0 | 2.2509814e7 | Ibn_al-Haytham | Al-Qifti |
| 1645.0 | 6.5419249e7 | Ibn_al-Haytham | Ali_ibn_Khalaf |
| 1645.0 | 283120.0 | Ibn_al-Haytham | American_Philosophical_Society |
| 1645.0 | 47836.0 | Ibn_al-Haytham | Averroes |
| 1645.0 | 8425211.0 | Ibn_al-Haytham | Dictionary_of_Scientific_Biography |
| 1645.0 | 3143150.0 | Ibn_al-Haytham | History_of_scientific_method |
| 1645.0 | 6.5706161e7 | Ibn_al-Haytham | Ibn_Abi_Usaibia |
| 1645.0 | 2.7578277e7 | Ibn_al-Haytham | Ibn_al-Kammad |
| 1645.0 | 464693.0 | Ibn_al-Haytham | Mathworld |
| 1645.0 | 144553.0 | Ibn_al-Haytham | Projectile |
| 1645.0 | 3871014.0 | Ibn_al-Haytham | Rainbow |
| 1645.0 | 1.4835428e7 | Ibn_al-Haytham | Temporal_finitism |
| 1645.0 | 2232040.0 | Ibn_al-Haytham | Abu_'Ubayd_al-Juzjani |
| 1645.0 | 6.0311724e7 | Ibn_al-Haytham | Ibn_al-Haytham_(disambiguation) |
| 1645.0 | 5.0833301e7 | Ibn_al-Haytham | John_Shannon_Hendrix |
| 1645.0 | 1279787.0 | Ibn_al-Haytham | Lawrence_Erlbaum_Associates |
| 1645.0 | 5.5049266e7 | Ibn_al-Haytham | PMID_(identifier) |
| 1645.0 | 1.4386742e7 | Ibn_al-Haytham | Tabula_Rogeriana |
| 1645.0 | 1.6926318e7 | Ibn_al-Haytham | Equatorial_ring |
| 1645.0 | 6330034.0 | Ibn_al-Haytham | Eutychius_of_Alexandria |
SELECT * FROM enwiki_page
| page_id | page_title | page_is_redirect | has_been_edited | page_len | page_content_model | page_lang |
|---|---|---|---|---|---|---|
| 10.0 | AccessibleComputing | 1.0 | 0.0 | 111.0 | wikitext | NULL |
| 12.0 | Anarchism | 0.0 | 0.0 | 108971.0 | wikitext | NULL |
| 13.0 | AfghanistanHistory | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 14.0 | AfghanistanGeography | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 15.0 | AfghanistanPeople | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 18.0 | AfghanistanCommunications | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 19.0 | AfghanistanTransportations | 1.0 | 0.0 | 113.0 | wikitext | NULL |
| 20.0 | AfghanistanMilitary | 1.0 | 0.0 | 154.0 | wikitext | NULL |
| 21.0 | AfghanistanTransnationalIssues | 1.0 | 0.0 | 101.0 | wikitext | NULL |
| 23.0 | AssistiveTechnology | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 24.0 | AmoeboidTaxa | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 25.0 | Autism | 1.0 | 0.0 | 150.0 | wikitext | NULL |
| 27.0 | AlbaniaHistory | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 29.0 | AlbaniaPeople | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 30.0 | AsWeMayThink | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 35.0 | AlbaniaGovernment | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 36.0 | AlbaniaEconomy | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 39.0 | Albedo | 0.0 | 0.0 | 61598.0 | wikitext | NULL |
| 40.0 | AfroAsiaticLanguages | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 42.0 | ArtificalLanguages | 1.0 | 0.0 | 160.0 | wikitext | NULL |
| 46.0 | AbacuS | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 47.0 | AbalonE | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 48.0 | AbbadideS | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 49.0 | AbbesS | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 50.0 | AbbevilleFrance | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 51.0 | AbbeY | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 52.0 | AbboT | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 53.0 | Abbreviations | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 54.0 | AtlasShrugged | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 56.0 | ArtificialLanguages | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 58.0 | AtlasShruggedCharacters | 1.0 | 0.0 | 101.0 | wikitext | NULL |
| 59.0 | AtlasShruggedCompanies | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 60.0 | AyersMusicPublishingCompany | 1.0 | 0.0 | 100.0 | wikitext | NULL |
| 241.0 | AfricanAmericanPeople | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 242.0 | AdolfHitler | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 247.0 | AbeceDarians | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 248.0 | AbeL | 1.0 | 0.0 | 81.0 | wikitext | NULL |
| 249.0 | AbensbergGermany | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 251.0 | AberdeenSouthDakota | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 254.0 | ArthurKoestler | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 255.0 | AynRand | 1.0 | 0.0 | 76.0 | wikitext | NULL |
| 256.0 | AlexanderTheGreat | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 258.0 | AnchorageAlaska | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 259.0 | ArgumentForms | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 260.0 | ArgumentsForTheExistenceOfGod | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 263.0 | AnarchY | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 264.0 | AsciiArt | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 269.0 | AcademyAwards | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 270.0 | AcademyAwards/BestPicture | 1.0 | 0.0 | 115.0 | wikitext | NULL |
| 271.0 | AustriaLanguage | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 272.0 | AcademicElitism | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 274.0 | AxiomOfChoice | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 276.0 | AmericanFootball | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 278.0 | AmericA | 1.0 | 0.0 | 173.0 | wikitext | NULL |
| 279.0 | AnnaKournikova | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 280.0 | AndorrA | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 287.0 | AustroAsiaticLanguages | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 289.0 | ActresseS | 1.0 | 0.0 | 109.0 | wikitext | NULL |
| 290.0 | A | 0.0 | 0.0 | 30290.0 | wikitext | NULL |
| 291.0 | AnarchoCapitalism | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 293.0 | AnarchoCapitalists | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 296.0 | ActressesS | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 299.0 | AnAmericanInParis | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 301.0 | AutoMorphism | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 302.0 | ActionFilm | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 303.0 | Alabama | 0.0 | 0.0 | 226818.0 | wikitext | NULL |
| 304.0 | AfricA | 1.0 | 0.0 | 115.0 | wikitext | NULL |
| 305.0 | Achilles | 0.0 | 0.0 | 77348.0 | wikitext | NULL |
| 306.0 | AppliedStatistics | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 307.0 | Abraham_Lincoln | 0.0 | 0.0 | 197343.0 | wikitext | NULL |
| 308.0 | Aristotle | 0.0 | 0.0 | 158506.0 | wikitext | NULL |
| 309.0 | An_American_in_Paris | 0.0 | 0.0 | 24243.0 | wikitext | NULL |
| 316.0 | Academy_Award_for_Best_Production_Design | 0.0 | 0.0 | 99157.0 | wikitext | NULL |
| 324.0 | Academy_Awards | 0.0 | 0.0 | 149454.0 | wikitext | NULL |
| 325.0 | Action_Film | 1.0 | 0.0 | 56.0 | wikitext | NULL |
| 330.0 | Actrius | 0.0 | 0.0 | 6542.0 | wikitext | NULL |
| 332.0 | Animalia_(book) | 0.0 | 0.0 | 6920.0 | wikitext | NULL |
| 334.0 | International_Atomic_Time | 0.0 | 0.0 | 15202.0 | wikitext | NULL |
| 336.0 | Altruism | 0.0 | 0.0 | 77534.0 | wikitext | NULL |
| 338.0 | AutoRacing | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 339.0 | Ayn_Rand | 0.0 | 0.0 | 88464.0 | wikitext | NULL |
| 340.0 | Alain_Connes | 0.0 | 0.0 | 9175.0 | wikitext | NULL |
| 344.0 | Allan_Dwan | 0.0 | 0.0 | 13381.0 | wikitext | NULL |
| 347.0 | Algeria/People | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 353.0 | Algeria/Transnational_Issues | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 358.0 | Algeria | 0.0 | 0.0 | 173692.0 | wikitext | NULL |
| 359.0 | List_of_Atlas_Shrugged_characters | 0.0 | 0.0 | 33550.0 | wikitext | NULL |
| 369.0 | Topics_of_note_in_Atlas_Shrugged | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 569.0 | Anthropology | 0.0 | 0.0 | 108674.0 | wikitext | NULL |
| 572.0 | Agricultural_science | 0.0 | 0.0 | 13186.0 | wikitext | NULL |
| 573.0 | Alchemy | 0.0 | 0.0 | 97130.0 | wikitext | NULL |
| 579.0 | Alien | 0.0 | 0.0 | 6689.0 | wikitext | NULL |
| 580.0 | Astronomer | 0.0 | 0.0 | 8573.0 | wikitext | NULL |
| 583.0 | Ameboid_stage | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 586.0 | ASCII | 0.0 | 0.0 | 107367.0 | wikitext | NULL |
| 589.0 | Ashmore_And_Cartier_Islands | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 590.0 | Austin_(disambiguation) | 0.0 | 0.0 | 2455.0 | wikitext | NULL |
| 593.0 | Animation | 0.0 | 0.0 | 69580.0 | wikitext | NULL |
| 594.0 | Apollo | 0.0 | 0.0 | 211059.0 | wikitext | NULL |
| 595.0 | Andre_Agassi | 0.0 | 0.0 | 135589.0 | wikitext | NULL |
| 596.0 | Artificial_languages | 1.0 | 0.0 | 69.0 | wikitext | NULL |
| 597.0 | Austroasiatic_languages | 0.0 | 0.0 | 58664.0 | wikitext | NULL |
| 598.0 | Afro-asiatic_languages | 1.0 | 0.0 | 100.0 | wikitext | NULL |
| 599.0 | Afroasiatic_languages | 0.0 | 0.0 | 69265.0 | wikitext | NULL |
| 600.0 | Andorra | 0.0 | 0.0 | 133270.0 | wikitext | NULL |
| 609.0 | Andorra/Transnational_issues | 1.0 | 0.0 | 135.0 | wikitext | NULL |
| 612.0 | Arithmetic_mean | 0.0 | 0.0 | 13635.0 | wikitext | NULL |
| 615.0 | American_Football_Conference | 0.0 | 0.0 | 22184.0 | wikitext | NULL |
| 617.0 | Albert_Gore | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 618.0 | AnEnquiryConcerningHumanUnderstanding | 1.0 | 0.0 | 109.0 | wikitext | NULL |
| 620.0 | Animal_Farm | 0.0 | 0.0 | 77545.0 | wikitext | NULL |
| 621.0 | Amphibian | 0.0 | 0.0 | 156204.0 | wikitext | NULL |
| 622.0 | Albert_Arnold_Gore/Criticisms | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 624.0 | Alaska | 0.0 | 0.0 | 172107.0 | wikitext | NULL |
| 626.0 | Auteur_Theory_Film | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 627.0 | Agriculture | 0.0 | 0.0 | 163082.0 | wikitext | NULL |
| 628.0 | Aldous_Huxley | 0.0 | 0.0 | 57618.0 | wikitext | NULL |
| 629.0 | Abstract_Algebra | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 630.0 | Ada | 0.0 | 0.0 | 3813.0 | wikitext | NULL |
| 632.0 | Aberdeen_(disambiguation) | 0.0 | 0.0 | 7276.0 | wikitext | NULL |
| 633.0 | Algae | 0.0 | 0.0 | 90619.0 | wikitext | NULL |
| 634.0 | Analysis_of_variance | 0.0 | 0.0 | 55132.0 | wikitext | NULL |
| 635.0 | ANOVA | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 639.0 | Alkane | 0.0 | 0.0 | 73113.0 | wikitext | NULL |
| 640.0 | Appellate_procedure_in_the_United_States | 0.0 | 0.0 | 27615.0 | wikitext | NULL |
| 642.0 | Answer_(law) | 0.0 | 0.0 | 2765.0 | wikitext | NULL |
| 643.0 | Appellate_court | 0.0 | 0.0 | 11978.0 | wikitext | NULL |
| 644.0 | Arithmetic_and_logic_unit | 1.0 | 0.0 | 35.0 | wikitext | NULL |
| 648.0 | Actress | 1.0 | 0.0 | 125.0 | wikitext | NULL |
| 649.0 | Arraignment | 0.0 | 0.0 | 10523.0 | wikitext | NULL |
| 651.0 | America_the_Beautiful | 0.0 | 0.0 | 29339.0 | wikitext | NULL |
| 653.0 | Assistive_technology | 0.0 | 0.0 | 63308.0 | wikitext | NULL |
| 654.0 | Accessible_computing | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 655.0 | Abacus | 0.0 | 0.0 | 50940.0 | wikitext | NULL |
| 656.0 | Acid | 0.0 | 0.0 | 47523.0 | wikitext | NULL |
| 657.0 | Asphalt | 0.0 | 0.0 | 95749.0 | wikitext | NULL |
| 659.0 | American_National_Standards_Institute | 0.0 | 0.0 | 18089.0 | wikitext | NULL |
| 661.0 | Argument_(disambiguation) | 0.0 | 0.0 | 1710.0 | wikitext | NULL |
| 662.0 | Apollo_11 | 0.0 | 0.0 | 184198.0 | wikitext | NULL |
| 663.0 | Apollo_8 | 0.0 | 0.0 | 95526.0 | wikitext | NULL |
| 664.0 | Astronaut | 0.0 | 0.0 | 80670.0 | wikitext | NULL |
| 665.0 | A_Modest_Proposal | 0.0 | 0.0 | 24728.0 | wikitext | NULL |
| 666.0 | Alkali_metal | 0.0 | 0.0 | 217024.0 | wikitext | NULL |
| 668.0 | Argument_form | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 669.0 | Allotrope | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 670.0 | Alphabet | 0.0 | 0.0 | 48050.0 | wikitext | NULL |
| 673.0 | Atomic_number | 0.0 | 0.0 | 14031.0 | wikitext | NULL |
| 674.0 | Anatomy | 0.0 | 0.0 | 77631.0 | wikitext | NULL |
| 675.0 | Affirming_the_consequent | 0.0 | 0.0 | 6242.0 | wikitext | NULL |
| 676.0 | Andrei_Tarkovsky | 0.0 | 0.0 | 74800.0 | wikitext | NULL |
| 677.0 | Ambiguity | 0.0 | 0.0 | 31221.0 | wikitext | NULL |
| 678.0 | Abel | 0.0 | 0.0 | 10386.0 | wikitext | NULL |
| 679.0 | Animal_(disambiguation) | 0.0 | 0.0 | 8673.0 | wikitext | NULL |
| 680.0 | Aardvark | 0.0 | 0.0 | 36644.0 | wikitext | NULL |
| 681.0 | Aardwolf | 0.0 | 0.0 | 24478.0 | wikitext | NULL |
| 682.0 | Adobe | 0.0 | 0.0 | 28066.0 | wikitext | NULL |
| 683.0 | Adventure | 0.0 | 0.0 | 9292.0 | wikitext | NULL |
| 686.0 | Amaltheia | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 687.0 | Analysis_of_Variance | 1.0 | 0.0 | 66.0 | wikitext | NULL |
| 689.0 | Asia | 0.0 | 0.0 | 119487.0 | wikitext | NULL |
| 690.0 | Aruba | 0.0 | 0.0 | 77354.0 | wikitext | NULL |
| 691.0 | Articles_of_Confederation | 0.0 | 0.0 | 73929.0 | wikitext | NULL |
| 693.0 | Archaeology/Broch | 1.0 | 0.0 | 71.0 | wikitext | NULL |
| 694.0 | Asia_Minor_(disambiguation) | 0.0 | 0.0 | 520.0 | wikitext | NULL |
| 696.0 | Aa_River | 1.0 | 0.0 | 108.0 | wikitext | NULL |
| 698.0 | Atlantic_Ocean | 0.0 | 0.0 | 114989.0 | wikitext | NULL |
| 700.0 | Arthur_Schopenhauer | 0.0 | 0.0 | 165600.0 | wikitext | NULL |
| 701.0 | Angola | 0.0 | 0.0 | 156923.0 | wikitext | NULL |
| 704.0 | Demographics_of_Angola | 0.0 | 0.0 | 33803.0 | wikitext | NULL |
| 705.0 | Politics_of_Angola | 0.0 | 0.0 | 15087.0 | wikitext | NULL |
| 706.0 | Economy_of_Angola | 0.0 | 0.0 | 45452.0 | wikitext | NULL |
| 708.0 | Transport_in_Angola | 0.0 | 0.0 | 4083.0 | wikitext | NULL |
| 709.0 | Angolan_Armed_Forces | 0.0 | 0.0 | 25218.0 | wikitext | NULL |
| 710.0 | Foreign_relations_of_Angola | 0.0 | 0.0 | 28022.0 | wikitext | NULL |
| 711.0 | Albert_Sidney_Johnston | 0.0 | 0.0 | 53655.0 | wikitext | NULL |
| 713.0 | Android_(robot) | 0.0 | 0.0 | 30791.0 | wikitext | NULL |
| 717.0 | Alberta | 0.0 | 0.0 | 165138.0 | wikitext | NULL |
| 727.0 | Astronomy/History | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 728.0 | List_of_anthropologists | 0.0 | 0.0 | 8657.0 | wikitext | NULL |
| 731.0 | Astronomy_and_Astrophysics/History | 1.0 | 1.0 | 86.0 | wikitext | NULL |
| 734.0 | Actinopterygii | 0.0 | 0.0 | 41677.0 | wikitext | NULL |
| 735.0 | Al_Gore/Criticisms | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 736.0 | Albert_Einstein | 0.0 | 0.0 | 210170.0 | wikitext | NULL |
| 737.0 | Afghanistan | 0.0 | 0.0 | 310005.0 | wikitext | NULL |
| 738.0 | Albania | 0.0 | 0.0 | 277109.0 | wikitext | NULL |
| 740.0 | Allah | 0.0 | 0.0 | 49185.0 | wikitext | NULL |
| 742.0 | Algorithms_(journal) | 0.0 | 0.0 | 3748.0 | wikitext | NULL |
| 743.0 | Antigua_And_Barbuda | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 746.0 | Azerbaijan | 0.0 | 0.0 | 236389.0 | wikitext | NULL |
| 748.0 | Amateur_astronomy | 0.0 | 0.0 | 36867.0 | wikitext | NULL |
| 749.0 | Astronomers_and_Astrophysicists | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 751.0 | Aikido | 0.0 | 0.0 | 57246.0 | wikitext | NULL |
| 752.0 | Art | 0.0 | 0.0 | 121171.0 | wikitext | NULL |
| 755.0 | Albania/History | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 758.0 | Albania/Transnational_Issues | 1.0 | 0.0 | 134.0 | wikitext | NULL |
| 759.0 | Albania/People | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 763.0 | Albania/Foreign_relations | 1.0 | 0.0 | 134.0 | wikitext | NULL |
| 764.0 | Agnostida | 0.0 | 0.0 | 8134.0 | wikitext | NULL |
| 765.0 | Abortion | 0.0 | 0.0 | 194359.0 | wikitext | NULL |
| 766.0 | Abstract_(law) | 0.0 | 0.0 | 2292.0 | wikitext | NULL |
| 767.0 | A.E._van_Vogt | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 771.0 | American_Revolutionary_War | 0.0 | 0.0 | 308703.0 | wikitext | NULL |
| 772.0 | Ampere | 0.0 | 0.0 | 15813.0 | wikitext | NULL |
| 775.0 | Algorithm | 0.0 | 0.0 | 113862.0 | wikitext | NULL |
| 777.0 | Annual_plant | 0.0 | 0.0 | 6058.0 | wikitext | NULL |
| 779.0 | Anthophyta | 0.0 | 0.0 | 3135.0 | wikitext | NULL |
| 780.0 | Atlas_(disambiguation) | 0.0 | 0.0 | 11221.0 | wikitext | NULL |
| 782.0 | Mouthwash | 0.0 | 0.0 | 65648.0 | wikitext | NULL |
| 783.0 | Alexander_the_Great | 0.0 | 0.0 | 227366.0 | wikitext | NULL |
| 784.0 | Alfred_Korzybski | 0.0 | 0.0 | 14772.0 | wikitext | NULL |
| 785.0 | Asteroids_(video_game) | 0.0 | 0.0 | 48246.0 | wikitext | NULL |
| 786.0 | Asparagales | 0.0 | 0.0 | 89674.0 | wikitext | NULL |
| 787.0 | Alismatales | 0.0 | 0.0 | 13634.0 | wikitext | NULL |
| 788.0 | Apiales | 0.0 | 0.0 | 7627.0 | wikitext | NULL |
| 789.0 | Asterales | 0.0 | 0.0 | 11669.0 | wikitext | NULL |
| 791.0 | Asteroid | 0.0 | 0.0 | 155686.0 | wikitext | NULL |
| 794.0 | Allocution | 0.0 | 0.0 | 3884.0 | wikitext | NULL |
| 795.0 | Affidavit | 0.0 | 0.0 | 10052.0 | wikitext | NULL |
| 798.0 | Aries_(constellation) | 0.0 | 0.0 | 50994.0 | wikitext | NULL |
| 799.0 | Aquarius_(constellation) | 0.0 | 0.0 | 36019.0 | wikitext | NULL |
| 800.0 | Anime | 0.0 | 0.0 | 104726.0 | wikitext | NULL |
| 801.0 | Asterism | 0.0 | 0.0 | 357.0 | wikitext | NULL |
| 802.0 | Ankara | 0.0 | 0.0 | 125716.0 | wikitext | NULL |
| 803.0 | Arabic | 0.0 | 0.0 | 174116.0 | wikitext | NULL |
| 807.0 | AlbaniaCommunications | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 808.0 | Alfred_Hitchcock | 0.0 | 0.0 | 179231.0 | wikitext | NULL |
| 809.0 | Anaconda | 0.0 | 0.0 | 8537.0 | wikitext | NULL |
| 813.0 | Afghanistan/History | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 814.0 | Afghanistan/Geography | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 815.0 | Afghanistan/Government | 1.0 | 0.0 | 114.0 | wikitext | NULL |
| 816.0 | Afghanistan/People | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 817.0 | Afghanistan/Economy | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 818.0 | Afghanistan/Communications | 1.0 | 0.0 | 114.0 | wikitext | NULL |
| 820.0 | Afghanistan/Military | 1.0 | 0.0 | 155.0 | wikitext | NULL |
| 821.0 | Afghanistan/Transnational_Issues | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 822.0 | Afghanistan_(1911_Encyclopedia) | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 824.0 | Altaic_languages | 0.0 | 0.0 | 63972.0 | wikitext | NULL |
| 825.0 | Austrian_German | 0.0 | 0.0 | 21521.0 | wikitext | NULL |
| 832.0 | Austria/Transnational_issues | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 839.0 | Anglican_Church | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 840.0 | Axiom_of_choice | 0.0 | 0.0 | 58996.0 | wikitext | NULL |
| 841.0 | Attila | 0.0 | 0.0 | 65626.0 | wikitext | NULL |
| 842.0 | Aegean_Sea | 0.0 | 0.0 | 47828.0 | wikitext | NULL |
| 843.0 | A_Clockwork_Orange_(novel) | 0.0 | 0.0 | 55097.0 | wikitext | NULL |
| 844.0 | Amsterdam | 0.0 | 0.0 | 196002.0 | wikitext | NULL |
| 846.0 | Museum_of_Work | 0.0 | 0.0 | 7122.0 | wikitext | NULL |
| 848.0 | Audi | 0.0 | 0.0 | 147456.0 | wikitext | NULL |
| 849.0 | Aircraft | 0.0 | 0.0 | 63371.0 | wikitext | NULL |
| 851.0 | Alfred_Nobel | 0.0 | 0.0 | 33680.0 | wikitext | NULL |
| 852.0 | Alexander_Graham_Bell | 0.0 | 0.0 | 143315.0 | wikitext | NULL |
| 854.0 | Anatolia | 0.0 | 0.0 | 72850.0 | wikitext | NULL |
| 855.0 | Abiotic_factors | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 856.0 | Apple_Inc. | 0.0 | 0.0 | 296242.0 | wikitext | NULL |
| 857.0 | Aberdeenshire | 0.0 | 0.0 | 33434.0 | wikitext | NULL |
| 858.0 | AU | 1.0 | 0.0 | 127.0 | wikitext | NULL |
| 859.0 | Aztlan_Underground | 0.0 | 0.0 | 7876.0 | wikitext | NULL |
| 860.0 | Aland | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 863.0 | American_Civil_War | 0.0 | 0.0 | 252499.0 | wikitext | NULL |
| 864.0 | Andy_Warhol | 0.0 | 0.0 | 159393.0 | wikitext | NULL |
| 868.0 | Alp_Arslan | 0.0 | 0.0 | 27066.0 | wikitext | NULL |
| 869.0 | American_Film_Institute | 0.0 | 0.0 | 23405.0 | wikitext | NULL |
| 872.0 | Akira_Kurosawa | 0.0 | 0.0 | 108667.0 | wikitext | NULL |
| 873.0 | Ancient_civilization | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 874.0 | Ancient_Egypt | 0.0 | 0.0 | 141823.0 | wikitext | NULL |
| 875.0 | Analog_Brothers | 0.0 | 0.0 | 3787.0 | wikitext | NULL |
| 876.0 | Motor_neuron_disease | 0.0 | 0.0 | 22719.0 | wikitext | NULL |
| 877.0 | Abjad | 0.0 | 0.0 | 22953.0 | wikitext | NULL |
| 878.0 | Abugida | 0.0 | 0.0 | 44096.0 | wikitext | NULL |
| 880.0 | ABBA | 0.0 | 0.0 | 143023.0 | wikitext | NULL |
| 881.0 | Allegiance | 0.0 | 0.0 | 15801.0 | wikitext | NULL |
| 882.0 | Absolute_majority | 1.0 | 0.0 | 121.0 | wikitext | NULL |
| 885.0 | Altenberg | 0.0 | 0.0 | 1824.0 | wikitext | NULL |
| 887.0 | MessagePad | 0.0 | 0.0 | 47725.0 | wikitext | NULL |
| 888.0 | A._E._van_Vogt | 0.0 | 0.0 | 51988.0 | wikitext | NULL |
| 890.0 | Anna_Kournikova | 0.0 | 0.0 | 55901.0 | wikitext | NULL |
| 891.0 | Accountancy | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 892.0 | Alfons_Maria_Jakob | 0.0 | 0.0 | 5267.0 | wikitext | NULL |
| 894.0 | Agnosticism | 0.0 | 0.0 | 72756.0 | wikitext | NULL |
| 896.0 | Argon | 0.0 | 0.0 | 40086.0 | wikitext | NULL |
| 897.0 | Arsenic | 0.0 | 0.0 | 127483.0 | wikitext | NULL |
| 898.0 | Antimony | 0.0 | 0.0 | 60686.0 | wikitext | NULL |
| 899.0 | Actinium | 0.0 | 0.0 | 39951.0 | wikitext | NULL |
| 900.0 | Americium | 0.0 | 0.0 | 77374.0 | wikitext | NULL |
| 901.0 | Astatine | 0.0 | 0.0 | 81700.0 | wikitext | NULL |
| 902.0 | Atom | 0.0 | 0.0 | 125779.0 | wikitext | NULL |
| 903.0 | Arable_land | 0.0 | 0.0 | 17047.0 | wikitext | NULL |
| 904.0 | Aluminium | 0.0 | 0.0 | 138626.0 | wikitext | NULL |
| 905.0 | Advanced_Chemistry | 0.0 | 0.0 | 12704.0 | wikitext | NULL |
| 907.0 | Awk | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 908.0 | AgoraNomic | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 909.0 | Anglican_Communion | 0.0 | 0.0 | 67308.0 | wikitext | NULL |
| 910.0 | Arne_Kaijser | 0.0 | 0.0 | 2754.0 | wikitext | NULL |
| 911.0 | Archipelago | 0.0 | 0.0 | 7267.0 | wikitext | NULL |
| 914.0 | Author | 0.0 | 0.0 | 20404.0 | wikitext | NULL |
| 915.0 | Andrey_Markov | 0.0 | 0.0 | 10528.0 | wikitext | NULL |
| 918.0 | Anti-semitism | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 919.0 | Anti-semitic | 1.0 | 0.0 | 47.0 | wikitext | NULL |
| 921.0 | Angst | 0.0 | 0.0 | 7030.0 | wikitext | NULL |
| 922.0 | Anxiety | 0.0 | 0.0 | 92522.0 | wikitext | NULL |
| 923.0 | A.A._Milne | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 924.0 | A._A._Milne | 0.0 | 0.0 | 43901.0 | wikitext | NULL |
| 925.0 | Asociación_Alumni | 0.0 | 0.0 | 5890.0 | wikitext | NULL |
| 926.0 | Alumna | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 928.0 | Axiom | 0.0 | 0.0 | 35579.0 | wikitext | NULL |
| 929.0 | Alpha | 0.0 | 0.0 | 11696.0 | wikitext | NULL |
| 930.0 | Alvin_Toffler | 0.0 | 0.0 | 31422.0 | wikitext | NULL |
| 931.0 | The_Amazing_Spider-Man | 0.0 | 0.0 | 86345.0 | wikitext | NULL |
| 933.0 | AM | 0.0 | 0.0 | 4055.0 | wikitext | NULL |
| 935.0 | Automated_Alice/XII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 936.0 | Automated_Alice/XI | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 937.0 | Automated_Alice/X | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 938.0 | Automated_Alice/IX | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 939.0 | Automated_Alice/VIII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 940.0 | Automated_Alice/VI | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 941.0 | Automated_Alice/VII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 942.0 | Automated_Alice/V | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 943.0 | Automated_Alice/IV | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 944.0 | Automated_Alice/II | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 945.0 | Automated_Alice/I | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 946.0 | Automated_Alice/III | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 951.0 | Antigua_and_Barbuda | 0.0 | 0.0 | 69608.0 | wikitext | NULL |
| 953.0 | Azincourt | 0.0 | 0.0 | 7304.0 | wikitext | NULL |
| 954.0 | Albert_Speer | 0.0 | 0.0 | 74955.0 | wikitext | NULL |
| 956.0 | Asteraceae | 0.0 | 0.0 | 52348.0 | wikitext | NULL |
| 957.0 | Apiaceae | 0.0 | 0.0 | 19443.0 | wikitext | NULL |
| 958.0 | Axon | 0.0 | 0.0 | 56358.0 | wikitext | NULL |
| 959.0 | Agma | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 960.0 | Aramaic_alphabet | 0.0 | 0.0 | 39545.0 | wikitext | NULL |
| 963.0 | Arguments_for_the_existence_of_God | 1.0 | 0.0 | 30.0 | wikitext | NULL |
| 966.0 | American_shot | 0.0 | 0.0 | 2475.0 | wikitext | NULL |
| 967.0 | Acute_disseminated_encephalomyelitis | 0.0 | 0.0 | 49156.0 | wikitext | NULL |
| 969.0 | Ataxia | 0.0 | 0.0 | 51374.0 | wikitext | NULL |
| 970.0 | AmbientCalculusOnline | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 972.0 | Abdul_Alhazred | 1.0 | 0.0 | 453.0 | wikitext | NULL |
| 973.0 | A_priori_and_a_posterior_knowledge | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 974.0 | Ada_Lovelace | 0.0 | 0.0 | 81872.0 | wikitext | NULL |
| 975.0 | AmbientCalculiOnline | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 980.0 | August_Derleth | 0.0 | 0.0 | 36081.0 | wikitext | NULL |
| 981.0 | Alps | 0.0 | 0.0 | 97011.0 | wikitext | NULL |
| 982.0 | A_priori_and_a_posteriori_knowledge | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 983.0 | Albert_Camus | 0.0 | 0.0 | 60082.0 | wikitext | NULL |
| 984.0 | Agatha_Christie | 0.0 | 0.0 | 157622.0 | wikitext | NULL |
| 986.0 | The_Plague_(novel) | 0.0 | 0.0 | 33756.0 | wikitext | NULL |
| 988.0 | Applied_ethics | 0.0 | 0.0 | 10125.0 | wikitext | NULL |
| 991.0 | Absolute_value | 0.0 | 0.0 | 25672.0 | wikitext | NULL |
| 993.0 | Analog_signal | 0.0 | 0.0 | 4898.0 | wikitext | NULL |
| 994.0 | Arecales | 0.0 | 0.0 | 3408.0 | wikitext | NULL |
| 1000.0 | Hercule_Poirot | 0.0 | 0.0 | 70455.0 | wikitext | NULL |
| 1002.0 | Miss_Marple | 0.0 | 0.0 | 31513.0 | wikitext | NULL |
| 1004.0 | April | 0.0 | 0.0 | 32330.0 | wikitext | NULL |
| 1005.0 | August | 0.0 | 0.0 | 29903.0 | wikitext | NULL |
| 1006.0 | Aaron | 0.0 | 0.0 | 45188.0 | wikitext | NULL |
| 1008.0 | April_6 | 0.0 | 0.0 | 53142.0 | wikitext | NULL |
| 1009.0 | April_12 | 0.0 | 0.0 | 52633.0 | wikitext | NULL |
| 1010.0 | April_15 | 0.0 | 0.0 | 50663.0 | wikitext | NULL |
| 1011.0 | April_30 | 0.0 | 0.0 | 48202.0 | wikitext | NULL |
| 1012.0 | August_22 | 0.0 | 0.0 | 44190.0 | wikitext | NULL |
| 1013.0 | August_27 | 0.0 | 0.0 | 47372.0 | wikitext | NULL |
| 1014.0 | Alcohol_(chemistry) | 0.0 | 0.0 | 34841.0 | wikitext | NULL |
| 1016.0 | Achill_Island | 0.0 | 0.0 | 39863.0 | wikitext | NULL |
| 1017.0 | Allen_Ginsberg | 0.0 | 0.0 | 108507.0 | wikitext | NULL |
| 1018.0 | Algebraically_closed_field | 0.0 | 0.0 | 12639.0 | wikitext | NULL |
| 1019.0 | August_6 | 0.0 | 0.0 | 44883.0 | wikitext | NULL |
| 1020.0 | Anatoly_Karpov | 0.0 | 0.0 | 44732.0 | wikitext | NULL |
| 1021.0 | Aspect_ratio | 0.0 | 0.0 | 5699.0 | wikitext | NULL |
| 1022.0 | Auto_racing | 0.0 | 0.0 | 49738.0 | wikitext | NULL |
| 1023.0 | Anarcho-capitalism | 0.0 | 0.0 | 135375.0 | wikitext | NULL |
| 1026.0 | Anarcho-capitalists | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1027.0 | August_9 | 0.0 | 0.0 | 48531.0 | wikitext | NULL |
| 1028.0 | Aristophanes | 0.0 | 0.0 | 68860.0 | wikitext | NULL |
| 1029.0 | Albert_Schweitzer | 0.0 | 0.0 | 80267.0 | wikitext | NULL |
| 1030.0 | Austrian_School | 0.0 | 0.0 | 71838.0 | wikitext | NULL |
| 1032.0 | Abscess | 0.0 | 0.0 | 32103.0 | wikitext | NULL |
| 1035.0 | Aal | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 1036.0 | Aalborg_Municipality | 0.0 | 0.0 | 13463.0 | wikitext | NULL |
| 1038.0 | Aarhus | 0.0 | 0.0 | 205789.0 | wikitext | NULL |
| 1043.0 | Northern_cavefish | 0.0 | 0.0 | 2625.0 | wikitext | NULL |
| 1046.0 | Abatement | 0.0 | 0.0 | 1133.0 | wikitext | NULL |
| 1049.0 | Amateur | 0.0 | 0.0 | 15459.0 | wikitext | NULL |
| 1051.0 | Alexis_Carrel | 0.0 | 0.0 | 38802.0 | wikitext | NULL |
| 1055.0 | All_Souls'_Day | 0.0 | 0.0 | 36190.0 | wikitext | NULL |
| 1057.0 | Anatole_France | 0.0 | 0.0 | 16387.0 | wikitext | NULL |
| 1058.0 | André_Gide | 0.0 | 0.0 | 32483.0 | wikitext | NULL |
| 1059.0 | Applied_statistics | 1.0 | 0.0 | 192.0 | wikitext | NULL |
| 1061.0 | Analysis_of_variance/Random_effects_models | 1.0 | 0.0 | 123.0 | wikitext | NULL |
| 1062.0 | Analysis_of_variance/Degrees_of_freedom | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1063.0 | Algorithms_for_calculating_variance | 0.0 | 0.0 | 30844.0 | wikitext | NULL |
| 1064.0 | Almond | 0.0 | 0.0 | 65298.0 | wikitext | NULL |
| 1069.0 | Demographics_of_Antigua_and_Barbuda | 0.0 | 0.0 | 15988.0 | wikitext | NULL |
| 1070.0 | Politics_of_Antigua_and_Barbuda | 0.0 | 0.0 | 10381.0 | wikitext | NULL |
| 1072.0 | Telecommunications_in_Antigua_and_Barbuda | 0.0 | 0.0 | 5634.0 | wikitext | NULL |
| 1074.0 | Antigua_and_Barbuda_Defence_Force | 0.0 | 0.0 | 6978.0 | wikitext | NULL |
| 1075.0 | Antigua_and_Barbuda/Transnational_issues | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1078.0 | Antisemitism | 0.0 | 0.0 | 146605.0 | wikitext | NULL |
| 1081.0 | Economy_of_Azerbaijan | 0.0 | 0.0 | 60281.0 | wikitext | NULL |
| 1082.0 | Geography_of_Azerbaijan | 0.0 | 0.0 | 14609.0 | wikitext | NULL |
| 1083.0 | Azerbaijan/People | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1085.0 | Azerbaijan/Communications | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 1087.0 | Foreign_relations_of_Azerbaijan | 0.0 | 0.0 | 106467.0 | wikitext | NULL |
| 1088.0 | Azerbaijani_Armed_Forces | 0.0 | 0.0 | 86941.0 | wikitext | NULL |
| 1089.0 | Azerbaijan/Foreign_relations | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 1091.0 | Geography_of_Armenia | 0.0 | 0.0 | 9701.0 | wikitext | NULL |
| 1092.0 | Demographics_of_Armenia | 0.0 | 0.0 | 53608.0 | wikitext | NULL |
| 1093.0 | Politics_of_Armenia | 0.0 | 0.0 | 22632.0 | wikitext | NULL |
| 1094.0 | Economy_of_Armenia | 0.0 | 0.0 | 139777.0 | wikitext | NULL |
| 1096.0 | Transport_in_Armenia | 0.0 | 0.0 | 17734.0 | wikitext | NULL |
| 1097.0 | Armed_Forces_of_Armenia | 0.0 | 0.0 | 65462.0 | wikitext | NULL |
| 1098.0 | Foreign_relations_of_Armenia | 0.0 | 0.0 | 166725.0 | wikitext | NULL |
| 1105.0 | Argentina/Transnational_issues | 1.0 | 0.0 | 138.0 | wikitext | NULL |
| 1108.0 | Argentina/Foreign_relations | 1.0 | 0.0 | 138.0 | wikitext | NULL |
| 1109.0 | Geography_of_American_Samoa | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1110.0 | Demographics_of_American_Samoa | 0.0 | 0.0 | 13354.0 | wikitext | NULL |
| 1111.0 | Politics_of_American_Samoa | 0.0 | 0.0 | 5605.0 | wikitext | NULL |
| 1112.0 | Economy_of_American_Samoa | 0.0 | 0.0 | 6915.0 | wikitext | NULL |
| 1114.0 | Transportation_in_American_Samoa | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1116.0 | American_Samoa/Military | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 1123.0 | Australia/Transnational_issues | 1.0 | 0.0 | 96.0 | wikitext | NULL |
| 1129.0 | August_13 | 0.0 | 0.0 | 47062.0 | wikitext | NULL |
| 1130.0 | Avicenna | 0.0 | 0.0 | 114907.0 | wikitext | NULL |
| 1132.0 | The_Ashes | 0.0 | 0.0 | 92557.0 | wikitext | NULL |
| 1134.0 | Analysis | 0.0 | 0.0 | 21855.0 | wikitext | NULL |
| 1135.0 | Abner_Doubleday | 0.0 | 0.0 | 28685.0 | wikitext | NULL |
| 1136.0 | America's_National_Game | 0.0 | 0.0 | 1519.0 | wikitext | NULL |
| 1140.0 | Amplitude_modulation | 0.0 | 0.0 | 33937.0 | wikitext | NULL |
| 1141.0 | Augustin-Jean_Fresnel | 0.0 | 0.0 | 207403.0 | wikitext | NULL |
| 1143.0 | Abbot | 0.0 | 0.0 | 34498.0 | wikitext | NULL |
| 1144.0 | Ardipithecus | 0.0 | 0.0 | 31777.0 | wikitext | NULL |
| 1146.0 | Assembly_line | 0.0 | 0.0 | 34686.0 | wikitext | NULL |
| 1148.0 | Adelaide | 0.0 | 0.0 | 165131.0 | wikitext | NULL |
| 1151.0 | AK47 | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 1152.0 | Alan_Garner | 0.0 | 0.0 | 41348.0 | wikitext | NULL |
| 1153.0 | Amhrann_na_bhFiann | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1154.0 | August_2 | 0.0 | 0.0 | 49532.0 | wikitext | NULL |
| 1155.0 | Atlantic_(disambiguation) | 0.0 | 0.0 | 4980.0 | wikitext | NULL |
| 1158.0 | Algebraic_number | 0.0 | 0.0 | 12611.0 | wikitext | NULL |
| 1160.0 | Automorphism | 0.0 | 0.0 | 11771.0 | wikitext | NULL |
| 1162.0 | Accordion | 0.0 | 0.0 | 66013.0 | wikitext | NULL |
| 1164.0 | Artificial_intelligence | 0.0 | 0.0 | 220426.0 | wikitext | NULL |
| 1166.0 | Afro_Celt_Sound_System | 0.0 | 0.0 | 22290.0 | wikitext | NULL |
| 1167.0 | Ancient_philosophy | 0.0 | 0.0 | 29750.0 | wikitext | NULL |
| 1168.0 | Anaximander | 0.0 | 0.0 | 56067.0 | wikitext | NULL |
| 1169.0 | APL | 0.0 | 0.0 | 2536.0 | wikitext | NULL |
| 1170.0 | Architect | 0.0 | 0.0 | 27793.0 | wikitext | NULL |
| 1171.0 | Abbreviation | 0.0 | 0.0 | 32641.0 | wikitext | NULL |
| 1174.0 | Aphrodite | 0.0 | 0.0 | 141174.0 | wikitext | NULL |
| 1175.0 | April_1 | 0.0 | 0.0 | 49325.0 | wikitext | NULL |
| 1176.0 | Antisymmetric_relation | 0.0 | 0.0 | 4327.0 | wikitext | NULL |
| 1177.0 | Aleister_Crowley | 0.0 | 0.0 | 128082.0 | wikitext | NULL |
| 1178.0 | Afterlife | 0.0 | 0.0 | 114450.0 | wikitext | NULL |
| 1181.0 | Astrometry | 0.0 | 0.0 | 18156.0 | wikitext | NULL |
| 1182.0 | Athena | 0.0 | 0.0 | 117909.0 | wikitext | NULL |
| 1183.0 | Amber_Diceless_Roleplaying_Game | 0.0 | 0.0 | 22788.0 | wikitext | NULL |
| 1184.0 | Athene_(disambiguation) | 0.0 | 0.0 | 1038.0 | wikitext | NULL |
| 1186.0 | AphexTwin | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 1187.0 | Alloy | 0.0 | 0.0 | 39789.0 | wikitext | NULL |
| 1189.0 | Articles_of_Faith | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 1190.0 | Alternative_history | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1192.0 | Artistic_revolution | 0.0 | 0.0 | 9302.0 | wikitext | NULL |
| 1193.0 | Agrarianism | 0.0 | 0.0 | 45044.0 | wikitext | NULL |
| 1194.0 | Atomic | 0.0 | 0.0 | 1655.0 | wikitext | NULL |
| 1195.0 | Allotropes | 1.0 | 0.0 | 42.0 | wikitext | NULL |
| 1196.0 | Angle | 0.0 | 0.0 | 50252.0 | wikitext | NULL |
| 1197.0 | Asa | 0.0 | 0.0 | 1718.0 | wikitext | NULL |
| 1198.0 | Acoustics | 0.0 | 0.0 | 38399.0 | wikitext | NULL |
| 1199.0 | Angle_tribe | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 1200.0 | Atomic_physics | 0.0 | 0.0 | 9168.0 | wikitext | NULL |
| 1201.0 | American_Sign_Language | 0.0 | 0.0 | 66042.0 | wikitext | NULL |
| 1202.0 | Applet | 0.0 | 0.0 | 8698.0 | wikitext | NULL |
| 1203.0 | Alternate_history | 0.0 | 0.0 | 72917.0 | wikitext | NULL |
| 1205.0 | Atomic_orbitals | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 1206.0 | Atomic_orbital | 0.0 | 0.0 | 83171.0 | wikitext | NULL |
| 1207.0 | Amino_acid | 0.0 | 0.0 | 105700.0 | wikitext | NULL |
| 1208.0 | Alan_Turing | 0.0 | 0.0 | 139444.0 | wikitext | NULL |
| 1209.0 | Area | 0.0 | 0.0 | 45136.0 | wikitext | NULL |
| 1210.0 | Astronomical_unit | 0.0 | 0.0 | 54620.0 | wikitext | NULL |
| 1212.0 | Artist | 0.0 | 0.0 | 7688.0 | wikitext | NULL |
| 1213.0 | Actaeon | 0.0 | 0.0 | 27501.0 | wikitext | NULL |
| 1214.0 | Anglicanism | 0.0 | 0.0 | 144236.0 | wikitext | NULL |
| 1216.0 | Athens | 0.0 | 0.0 | 181240.0 | wikitext | NULL |
| 1217.0 | Anguilla | 0.0 | 0.0 | 60587.0 | wikitext | NULL |
| 1220.0 | Anguilla/Transnational_issues | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1221.0 | Anguilla/Military | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1223.0 | Telecommunications_in_Anguilla | 0.0 | 0.0 | 4827.0 | wikitext | NULL |
| 1227.0 | Ashmore_and_Cartier_Islands | 0.0 | 0.0 | 17896.0 | wikitext | NULL |
| 1228.0 | Ashmore_and_Cartier_Islands/Geography | 1.0 | 0.0 | 118.0 | wikitext | NULL |
| 1229.0 | Ashmore_and_Cartier_Islands/People | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1230.0 | Ashmore_and_Cartier_Islands/Government | 1.0 | 0.0 | 119.0 | wikitext | NULL |
| 1231.0 | Ashmore_and_Cartier_Islands/Transportation | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1232.0 | Ashmore_and_Cartier_Islands/Economy | 1.0 | 0.0 | 130.0 | wikitext | NULL |
| 1233.0 | Ashmore_and_Cartier_Islands/Military | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1234.0 | Acoustic_theory | 0.0 | 0.0 | 11785.0 | wikitext | NULL |
| 1235.0 | Alexander_Mackenzie_(politician) | 0.0 | 0.0 | 31828.0 | wikitext | NULL |
| 1238.0 | Atomic_bomb | 1.0 | 0.0 | 103.0 | wikitext | NULL |
| 1239.0 | Ashoka | 0.0 | 0.0 | 145168.0 | wikitext | NULL |
| 1241.0 | American_(word) | 0.0 | 0.0 | 45428.0 | wikitext | NULL |
| 1242.0 | Ada_(programming_language) | 0.0 | 0.0 | 57549.0 | wikitext | NULL |
| 1245.0 | Alpha_ray | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1246.0 | Alfonso_Aráu | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 1247.0 | Alfonso_Cuarón | 0.0 | 0.0 | 27492.0 | wikitext | NULL |
| 1252.0 | Arianism | 0.0 | 0.0 | 80978.0 | wikitext | NULL |
| 1254.0 | August_1 | 0.0 | 0.0 | 52683.0 | wikitext | NULL |
| 1255.0 | Astronomical_Units | 1.0 | 0.0 | 130.0 | wikitext | NULL |
| 1256.0 | Antoninus_Pius | 0.0 | 0.0 | 71848.0 | wikitext | NULL |
| 1259.0 | August_3 | 0.0 | 0.0 | 42085.0 | wikitext | NULL |
| 1260.0 | Advanced_Encryption_Standard | 0.0 | 0.0 | 48743.0 | wikitext | NULL |
| 1261.0 | April_26 | 0.0 | 0.0 | 46939.0 | wikitext | NULL |
| 1262.0 | Argot | 1.0 | 0.0 | 181.0 | wikitext | NULL |
| 1264.0 | Anisotropy | 0.0 | 0.0 | 20704.0 | wikitext | NULL |
| 1267.0 | Alpha_decay | 0.0 | 0.0 | 18823.0 | wikitext | NULL |
| 1268.0 | AI | 1.0 | 0.0 | 157.0 | wikitext | NULL |
| 1270.0 | Extreme_poverty | 0.0 | 0.0 | 59250.0 | wikitext | NULL |
| 1271.0 | Analytical_Engine | 0.0 | 0.0 | 39177.0 | wikitext | NULL |
| 1273.0 | Augustus | 0.0 | 0.0 | 144918.0 | wikitext | NULL |
| 1274.0 | Geography_of_Antarctica | 0.0 | 0.0 | 22878.0 | wikitext | NULL |
| 1276.0 | Economy_of_Antarctica | 1.0 | 0.0 | 243.0 | wikitext | NULL |
| 1277.0 | Government_of_Antarctica | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1279.0 | Transport_in_Antarctica | 0.0 | 0.0 | 11873.0 | wikitext | NULL |
| 1280.0 | Military_of_Antarctica | 1.0 | 0.0 | 48.0 | wikitext | NULL |
| 1285.0 | Geography_of_Alabama | 0.0 | 0.0 | 15547.0 | wikitext | NULL |
| 1286.0 | List_of_governors_of_Alabama | 0.0 | 0.0 | 60829.0 | wikitext | NULL |
| 1288.0 | Apocrypha | 0.0 | 0.0 | 60465.0 | wikitext | NULL |
| 1290.0 | Antartic_Treaty | 1.0 | 0.0 | 129.0 | wikitext | NULL |
| 1291.0 | Antarctic_Treaty_System | 0.0 | 0.0 | 42723.0 | wikitext | NULL |
| 1292.0 | Algernon_Swinburne | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1293.0 | Alfred_Lawson | 0.0 | 0.0 | 16942.0 | wikitext | NULL |
| 1295.0 | ALCS | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 1297.0 | Apocrypha/Tanakh | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 1298.0 | Ames,_Iowa | 0.0 | 0.0 | 55406.0 | wikitext | NULL |
| 1299.0 | Abbadides | 1.0 | 0.0 | 29.0 | wikitext | NULL |
| 1300.0 | Abalone | 0.0 | 0.0 | 63093.0 | wikitext | NULL |
| 1301.0 | Abbess | 0.0 | 0.0 | 13449.0 | wikitext | NULL |
| 1302.0 | Human_abdomen | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 1303.0 | Abdominal_surgery | 0.0 | 0.0 | 7650.0 | wikitext | NULL |
| 1304.0 | Abduction | 0.0 | 0.0 | 2669.0 | wikitext | NULL |
| 1305.0 | Abensberg | 0.0 | 0.0 | 16290.0 | wikitext | NULL |
| 1306.0 | Arminianism | 0.0 | 0.0 | 82187.0 | wikitext | NULL |
| 1307.0 | The_Alan_Parsons_Project | 0.0 | 0.0 | 21560.0 | wikitext | NULL |
| 1309.0 | Almost_all | 0.0 | 0.0 | 25415.0 | wikitext | NULL |
| 1311.0 | Ada_Byron's_notes_on_the_analytical_engine | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1312.0 | Augustine | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1313.0 | Aromatic_compound | 0.0 | 0.0 | 12131.0 | wikitext | NULL |
| 1315.0 | Abbey | 0.0 | 0.0 | 30916.0 | wikitext | NULL |
| 1316.0 | Annales_school | 0.0 | 0.0 | 37725.0 | wikitext | NULL |
| 1317.0 | Antimatter | 0.0 | 0.0 | 74559.0 | wikitext | NULL |
| 1321.0 | Antonio_Gaudi/Sagrada_Familia | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 1322.0 | Casa_Batlló | 0.0 | 0.0 | 23318.0 | wikitext | NULL |
| 1324.0 | Park_Güell | 0.0 | 0.0 | 15495.0 | wikitext | NULL |
| 1325.0 | Casa_Milà | 0.0 | 0.0 | 39346.0 | wikitext | NULL |
| 1327.0 | Antiparticle | 0.0 | 0.0 | 20321.0 | wikitext | NULL |
| 1328.0 | A.D. | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 1331.0 | Arabian_Prince | 0.0 | 0.0 | 12794.0 | wikitext | NULL |
| 1332.0 | August_7 | 0.0 | 0.0 | 55009.0 | wikitext | NULL |
| 1333.0 | August_8 | 0.0 | 0.0 | 49211.0 | wikitext | NULL |
| 1334.0 | April_16 | 0.0 | 0.0 | 54925.0 | wikitext | NULL |
| 1335.0 | Associative_property | 0.0 | 0.0 | 25928.0 | wikitext | NULL |
| 1336.0 | The_Apache_Software_Foundation | 0.0 | 0.0 | 11890.0 | wikitext | NULL |
| 1338.0 | Americans_with_Disabilities_Act_of_1990 | 0.0 | 0.0 | 89286.0 | wikitext | NULL |
| 1339.0 | Americans_with_Disabilities_Act_of_1990/Findings_and_Purposes | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1340.0 | Americans_with_Disabilities_Act_of_1990/Definitions | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1341.0 | Americans_with_Disabilities_Act_of_1990/Title_III | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1342.0 | A.D | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 1344.0 | Apple_I | 0.0 | 0.0 | 44379.0 | wikitext | NULL |
| 1345.0 | Apache_webserver | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1346.0 | Apatosaurus | 0.0 | 0.0 | 90670.0 | wikitext | NULL |
| 1347.0 | Allosaurus | 0.0 | 0.0 | 121497.0 | wikitext | NULL |
| 1348.0 | AK-47 | 0.0 | 0.0 | 141766.0 | wikitext | NULL |
| 1349.0 | Atanasoff–Berry_computer | 0.0 | 0.0 | 23497.0 | wikitext | NULL |
| 1354.0 | Andes | 0.0 | 0.0 | 54780.0 | wikitext | NULL |
| 1355.0 | Anderida | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1356.0 | Ancylopoda | 0.0 | 0.0 | 2358.0 | wikitext | NULL |
| 1358.0 | Anchor | 0.0 | 0.0 | 52859.0 | wikitext | NULL |
| 1359.0 | Anbar_(town) | 0.0 | 0.0 | 12631.0 | wikitext | NULL |
| 1360.0 | Anazarbus | 0.0 | 0.0 | 17119.0 | wikitext | NULL |
| 1361.0 | Anagram | 0.0 | 0.0 | 33706.0 | wikitext | NULL |
| 1362.0 | Anadyr_(river) | 0.0 | 0.0 | 7337.0 | wikitext | NULL |
| 1363.0 | André-Marie_Ampère | 0.0 | 0.0 | 20216.0 | wikitext | NULL |
| 1365.0 | Ammonia | 0.0 | 0.0 | 148235.0 | wikitext | NULL |
| 1366.0 | Amethyst | 0.0 | 0.0 | 27267.0 | wikitext | NULL |
| 1367.0 | Albertosaurus | 0.0 | 0.0 | 58698.0 | wikitext | NULL |
| 1368.0 | Assembly_language | 0.0 | 0.0 | 90003.0 | wikitext | NULL |
| 1369.0 | Ambrosia | 0.0 | 0.0 | 12915.0 | wikitext | NULL |
| 1370.0 | Ambrose | 0.0 | 0.0 | 103100.0 | wikitext | NULL |
| 1371.0 | Ambracia | 0.0 | 0.0 | 6319.0 | wikitext | NULL |
| 1372.0 | Amber | 0.0 | 0.0 | 59547.0 | wikitext | NULL |
| 1373.0 | Amalaric | 0.0 | 0.0 | 5878.0 | wikitext | NULL |
| 1374.0 | Alphorn | 0.0 | 0.0 | 12956.0 | wikitext | NULL |
| 1376.0 | Army | 0.0 | 0.0 | 30058.0 | wikitext | NULL |
| 1380.0 | Alligatoridae | 0.0 | 0.0 | 20628.0 | wikitext | NULL |
| 1383.0 | Alder | 0.0 | 0.0 | 23813.0 | wikitext | NULL |
| 1384.0 | Amos_Bronson_Alcott | 0.0 | 0.0 | 51959.0 | wikitext | NULL |
| 1386.0 | Arachnophobia | 0.0 | 0.0 | 16131.0 | wikitext | NULL |
| 1387.0 | Alabaster | 0.0 | 0.0 | 31341.0 | wikitext | NULL |
| 1389.0 | Ahab | 0.0 | 0.0 | 16568.0 | wikitext | NULL |
| 1391.0 | ASIC_(disambiguation) | 0.0 | 0.0 | 1189.0 | wikitext | NULL |
| 1392.0 | Dasyproctidae | 0.0 | 0.0 | 4787.0 | wikitext | NULL |
| 1394.0 | Algol | 0.0 | 0.0 | 32666.0 | wikitext | NULL |
| 1395.0 | Amazing_Grace | 0.0 | 0.0 | 64133.0 | wikitext | NULL |
| 1397.0 | AOL | 0.0 | 0.0 | 104064.0 | wikitext | NULL |
| 1399.0 | ADHD | 1.0 | 0.0 | 154.0 | wikitext | NULL |
| 1400.0 | Anno_Domini | 0.0 | 0.0 | 31355.0 | wikitext | NULL |
| 1404.0 | AV | 0.0 | 0.0 | 3210.0 | wikitext | NULL |
| 1406.0 | Amino_group | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 1407.0 | Antony_van_Leeuwenhook | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 1408.0 | Alcuin | 0.0 | 0.0 | 41674.0 | wikitext | NULL |
| 1409.0 | Angilbert | 0.0 | 0.0 | 7855.0 | wikitext | NULL |
| 1410.0 | Antony_van_Leeuwenhoek | 1.0 | 0.0 | 102.0 | wikitext | NULL |
| 1412.0 | Amine | 0.0 | 0.0 | 32725.0 | wikitext | NULL |
| 1415.0 | Adrian_I | 1.0 | 0.0 | 27.0 | wikitext | NULL |
| 1416.0 | April_29 | 0.0 | 0.0 | 52049.0 | wikitext | NULL |
| 1417.0 | August_14 | 0.0 | 0.0 | 94093.0 | wikitext | NULL |
| 1418.0 | Absolute_zero | 0.0 | 0.0 | 36868.0 | wikitext | NULL |
| 1419.0 | Adiabatic_process | 0.0 | 0.0 | 40636.0 | wikitext | NULL |
| 1422.0 | Amide | 0.0 | 0.0 | 21607.0 | wikitext | NULL |
| 1423.0 | Animism | 0.0 | 0.0 | 68318.0 | wikitext | NULL |
| 1425.0 | Antonio_Vivaldi | 0.0 | 0.0 | 42116.0 | wikitext | NULL |
| 1426.0 | Adrian_II | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1428.0 | Adrian | 0.0 | 0.0 | 45416.0 | wikitext | NULL |
| 1429.0 | Adrian_IV | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1433.0 | Aare | 0.0 | 0.0 | 13942.0 | wikitext | NULL |
| 1434.0 | Abgar | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 1435.0 | Abbotsford,_Scottish_Borders | 0.0 | 0.0 | 15773.0 | wikitext | NULL |
| 1436.0 | Abraham | 0.0 | 0.0 | 73358.0 | wikitext | NULL |
| 1437.0 | Abraxas | 0.0 | 0.0 | 46069.0 | wikitext | NULL |
| 1438.0 | Absalom | 0.0 | 0.0 | 32027.0 | wikitext | NULL |
| 1439.0 | Abydos | 0.0 | 0.0 | 534.0 | wikitext | NULL |
| 1440.0 | Abydos,_Egypt | 0.0 | 0.0 | 30139.0 | wikitext | NULL |
| 1441.0 | Abydos_(Hellespont) | 0.0 | 0.0 | 33933.0 | wikitext | NULL |
| 1442.0 | August_15 | 0.0 | 0.0 | 58362.0 | wikitext | NULL |
| 1445.0 | Acacia_sensu_lato | 0.0 | 0.0 | 37833.0 | wikitext | NULL |
| 1446.0 | Acapulco | 0.0 | 0.0 | 93594.0 | wikitext | NULL |
| 1448.0 | August_16 | 0.0 | 0.0 | 51549.0 | wikitext | NULL |
| 1449.0 | Alan_Kay | 0.0 | 0.0 | 23914.0 | wikitext | NULL |
| 1451.0 | APL_(programming_language) | 0.0 | 0.0 | 97258.0 | wikitext | NULL |
| 1453.0 | ALGOL | 0.0 | 0.0 | 37077.0 | wikitext | NULL |
| 1456.0 | AWK | 0.0 | 0.0 | 39479.0 | wikitext | NULL |
| 1457.0 | Alzheimers_disease | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 1459.0 | Ascorbic_Acid | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 1460.0 | Asgard | 0.0 | 0.0 | 16979.0 | wikitext | NULL |
| 1461.0 | Apollo_program | 0.0 | 0.0 | 151235.0 | wikitext | NULL |
| 1466.0 | Assault | 0.0 | 0.0 | 47559.0 | wikitext | NULL |
| 1476.0 | Australian_Prime_Ministers | 1.0 | 0.0 | 41.0 | wikitext | NULL |
| 1478.0 | Álfheimr | 0.0 | 0.0 | 2831.0 | wikitext | NULL |
| 1482.0 | Ask_and_Embla | 0.0 | 0.0 | 12669.0 | wikitext | NULL |
| 1484.0 | Alabama_River | 0.0 | 0.0 | 7724.0 | wikitext | NULL |
| 1485.0 | Alain_de_Lille | 0.0 | 0.0 | 15501.0 | wikitext | NULL |
| 1486.0 | Alemanni | 0.0 | 0.0 | 45699.0 | wikitext | NULL |
| 1488.0 | NYSE_American | 0.0 | 0.0 | 28351.0 | wikitext | NULL |
| 1490.0 | August_17 | 0.0 | 0.0 | 50297.0 | wikitext | NULL |
| 1491.0 | August_12 | 0.0 | 0.0 | 49007.0 | wikitext | NULL |
| 1494.0 | Alfred_Russel_Wallace | 0.0 | 0.0 | 116378.0 | wikitext | NULL |
| 1495.0 | Australian_Labor_Party | 0.0 | 0.0 | 97028.0 | wikitext | NULL |
| 1496.0 | August_18 | 0.0 | 0.0 | 46431.0 | wikitext | NULL |
| 1497.0 | August_19 | 0.0 | 0.0 | 52053.0 | wikitext | NULL |
| 1499.0 | August_21 | 0.0 | 0.0 | 42670.0 | wikitext | NULL |
| 1500.0 | Dodo_(Alice's_Adventures_in_Wonderland) | 0.0 | 0.0 | 7678.0 | wikitext | NULL |
| 1501.0 | Lory_(disambiguation) | 0.0 | 0.0 | 773.0 | wikitext | NULL |
| 1502.0 | Eaglet_(Alice's_Adventures_in_Wonderland) | 1.0 | 0.0 | 170.0 | wikitext | NULL |
| 1504.0 | Albert | 0.0 | 0.0 | 3010.0 | wikitext | NULL |
| 1505.0 | Albert_I | 0.0 | 0.0 | 1247.0 | wikitext | NULL |
| 1506.0 | Albert_II | 0.0 | 0.0 | 1483.0 | wikitext | NULL |
| 1507.0 | Albert_III | 0.0 | 0.0 | 653.0 | wikitext | NULL |
| 1508.0 | Albert_Alcibiades,_Margrave_of_Brandenburg-Kulmbach | 0.0 | 0.0 | 6485.0 | wikitext | NULL |
| 1509.0 | Albert_the_Bear | 0.0 | 0.0 | 10108.0 | wikitext | NULL |
| 1511.0 | Albert_I_of_Hapsburg | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1513.0 | Albert_of_Brandenburg | 0.0 | 0.0 | 11903.0 | wikitext | NULL |
| 1514.0 | Albert,_Duke_of_Prussia | 0.0 | 0.0 | 21034.0 | wikitext | NULL |
| 1515.0 | Albert_III,_Elector_of_Saxony | 1.0 | 0.0 | 40.0 | wikitext | NULL |
| 1516.0 | Albert_the_Degenerate | 1.0 | 0.0 | 44.0 | wikitext | NULL |
| 1517.0 | Albert_Of_Aix | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1519.0 | August_25 | 0.0 | 0.0 | 50492.0 | wikitext | NULL |
| 1520.0 | Aachen | 0.0 | 0.0 | 98165.0 | wikitext | NULL |
| 1523.0 | Agate | 0.0 | 0.0 | 18500.0 | wikitext | NULL |
| 1525.0 | Aspirin | 0.0 | 0.0 | 148374.0 | wikitext | NULL |
| 1526.0 | Abner | 0.0 | 0.0 | 19935.0 | wikitext | NULL |
| 1527.0 | Ahmed_I | 0.0 | 0.0 | 30959.0 | wikitext | NULL |
| 1528.0 | Ahmed_II | 0.0 | 0.0 | 11022.0 | wikitext | NULL |
| 1529.0 | Ahmed_III | 0.0 | 0.0 | 36489.0 | wikitext | NULL |
| 1530.0 | Ainu_people | 0.0 | 0.0 | 160302.0 | wikitext | NULL |
| 1533.0 | Aix-la-Chapelle | 1.0 | 0.0 | 81.0 | wikitext | NULL |
| 1535.0 | Acorn_(fruit_of_the_oak_tree) | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 1536.0 | Acropolis | 0.0 | 0.0 | 14773.0 | wikitext | NULL |
| 1537.0 | Acupuncture | 0.0 | 0.0 | 198975.0 | wikitext | NULL |
| 1538.0 | Adder | 0.0 | 0.0 | 760.0 | wikitext | NULL |
| 1539.0 | Adirondacks | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 1540.0 | Aeneas | 0.0 | 0.0 | 34834.0 | wikitext | NULL |
| 1541.0 | April_13 | 0.0 | 0.0 | 43196.0 | wikitext | NULL |
| 1542.0 | Amaranth | 0.0 | 0.0 | 49948.0 | wikitext | NULL |
| 1543.0 | Agapanthus_africanus | 0.0 | 0.0 | 7739.0 | wikitext | NULL |
| 1544.0 | Agamemnon | 0.0 | 0.0 | 42460.0 | wikitext | NULL |
| 1545.0 | Aga_Khan_I | 0.0 | 0.0 | 15317.0 | wikitext | NULL |
| 1546.0 | Aga_Khan_III | 0.0 | 0.0 | 32478.0 | wikitext | NULL |
| 1547.0 | Agasias | 0.0 | 0.0 | 391.0 | wikitext | NULL |
| 1548.0 | Alexander_Agassiz | 0.0 | 0.0 | 17766.0 | wikitext | NULL |
| 1549.0 | Agathon | 0.0 | 0.0 | 8125.0 | wikitext | NULL |
| 1550.0 | Agesilaus_II | 0.0 | 0.0 | 42002.0 | wikitext | NULL |
| 1551.0 | Agis | 0.0 | 0.0 | 953.0 | wikitext | NULL |
| 1552.0 | Antonio_Agliardi | 0.0 | 0.0 | 6867.0 | wikitext | NULL |
| 1553.0 | Agnes_of_Merania | 0.0 | 0.0 | 3839.0 | wikitext | NULL |
| 1556.0 | Agrippina_the_Elder | 0.0 | 0.0 | 43683.0 | wikitext | NULL |
| 1557.0 | Agrippina_the_Younger | 0.0 | 0.0 | 44097.0 | wikitext | NULL |
| 1558.0 | American_Chinese_cuisine | 0.0 | 0.0 | 54573.0 | wikitext | NULL |
| 1559.0 | Ahenobarbus | 0.0 | 0.0 | 526.0 | wikitext | NULL |
| 1560.0 | Ahmad_Shah_Durrani | 0.0 | 0.0 | 51488.0 | wikitext | NULL |
| 1561.0 | Aidan_of_Dalriada | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1563.0 | Arthur_Aikin | 0.0 | 0.0 | 5886.0 | wikitext | NULL |
| 1564.0 | Ailanthus | 0.0 | 0.0 | 4778.0 | wikitext | NULL |
| 1565.0 | Aimoin | 0.0 | 0.0 | 2661.0 | wikitext | NULL |
| 1566.0 | Akkadian_Empire | 0.0 | 0.0 | 83572.0 | wikitext | NULL |
| 1567.0 | Ajax_the_Lesser | 0.0 | 0.0 | 15739.0 | wikitext | NULL |
| 1568.0 | Ajax_the_Great | 0.0 | 0.0 | 18066.0 | wikitext | NULL |
| 1569.0 | Ajax | 0.0 | 0.0 | 5793.0 | wikitext | NULL |
| 1570.0 | Alaric_I | 0.0 | 0.0 | 47986.0 | wikitext | NULL |
| 1571.0 | Alaric_II | 0.0 | 0.0 | 9417.0 | wikitext | NULL |
| 1572.0 | Albategnius | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 1573.0 | Albertus_Magnus | 0.0 | 0.0 | 44055.0 | wikitext | NULL |
| 1575.0 | Alboin | 0.0 | 0.0 | 53199.0 | wikitext | NULL |
| 1576.0 | Afonso_de_Albuquerque | 0.0 | 0.0 | 62412.0 | wikitext | NULL |
| 1577.0 | Alcaeus_of_Mytilene | 0.0 | 0.0 | 29351.0 | wikitext | NULL |
| 1578.0 | Alcamenes | 0.0 | 0.0 | 3848.0 | wikitext | NULL |
| 1579.0 | Alcmene | 0.0 | 0.0 | 13642.0 | wikitext | NULL |
| 1580.0 | Alcidamas | 0.0 | 0.0 | 5568.0 | wikitext | NULL |
| 1581.0 | Aldine_Press | 0.0 | 0.0 | 22393.0 | wikitext | NULL |
| 1583.0 | Ealdred_(archbishop_of_York) | 0.0 | 0.0 | 42133.0 | wikitext | NULL |
| 1585.0 | Alexander_I_of_Epirus | 0.0 | 0.0 | 5238.0 | wikitext | NULL |
| 1586.0 | Alexander_Balas | 0.0 | 0.0 | 21296.0 | wikitext | NULL |
| 1587.0 | Alexander_of_Pherae | 0.0 | 0.0 | 10046.0 | wikitext | NULL |
| 1588.0 | Alexander_II_of_Epirus | 0.0 | 0.0 | 5666.0 | wikitext | NULL |
| 1589.0 | Alexander_Jagiellon | 0.0 | 0.0 | 9403.0 | wikitext | NULL |
| 1592.0 | Alexander_III_of_Russia | 0.0 | 0.0 | 67769.0 | wikitext | NULL |
| 1593.0 | Alexander_I_of_Scotland | 0.0 | 0.0 | 10986.0 | wikitext | NULL |
| 1594.0 | Alexander_II_of_Scotland | 0.0 | 0.0 | 12643.0 | wikitext | NULL |
| 1595.0 | Alexander_I_of_Serbia | 0.0 | 0.0 | 15334.0 | wikitext | NULL |
| 1596.0 | Alexander_III_of_Scotland | 0.0 | 0.0 | 19966.0 | wikitext | NULL |
| 1597.0 | Alexander_of_Greece_(disambiguation) | 0.0 | 0.0 | 444.0 | wikitext | NULL |
| 1599.0 | Alexander_of_Aphrodisias | 0.0 | 0.0 | 23192.0 | wikitext | NULL |
| 1600.0 | Severus_Alexander | 0.0 | 0.0 | 38183.0 | wikitext | NULL |
| 1601.0 | Alexander | 0.0 | 0.0 | 29504.0 | wikitext | NULL |
| 1602.0 | Alexander_I | 0.0 | 0.0 | 1105.0 | wikitext | NULL |
| 1603.0 | Alexander_II | 0.0 | 0.0 | 901.0 | wikitext | NULL |
| 1604.0 | Alexander_III | 0.0 | 0.0 | 948.0 | wikitext | NULL |
| 1605.0 | Alexander_Aetolus | 0.0 | 0.0 | 4109.0 | wikitext | NULL |
| 1606.0 | Alexander_Jannaeus | 0.0 | 0.0 | 19806.0 | wikitext | NULL |
| 1607.0 | Alexander_IV | 0.0 | 0.0 | 367.0 | wikitext | NULL |
| 1608.0 | Alexander_V | 0.0 | 0.0 | 223.0 | wikitext | NULL |
| 1609.0 | Alexander_VI | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1610.0 | Alexander_VII | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1611.0 | Alexander_VIII | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1612.0 | Alexandrists | 0.0 | 0.0 | 1609.0 | wikitext | NULL |
| 1613.0 | Alexios_I_Komnenos | 0.0 | 0.0 | 38469.0 | wikitext | NULL |
| 1614.0 | Alexis_(poet) | 0.0 | 0.0 | 10392.0 | wikitext | NULL |
| 1615.0 | Alexios_II_Komnenos | 0.0 | 0.0 | 9228.0 | wikitext | NULL |
| 1616.0 | Alexios_III_Angelos | 0.0 | 0.0 | 13836.0 | wikitext | NULL |
| 1617.0 | Alexios_V_Doukas | 0.0 | 0.0 | 17897.0 | wikitext | NULL |
| 1620.0 | Alexei_Petrovich,_Tsarevich_of_Russia | 0.0 | 0.0 | 15686.0 | wikitext | NULL |
| 1623.0 | Andrew_Jackson | 0.0 | 0.0 | 179696.0 | wikitext | NULL |
| 1624.0 | Andrew_Johnson | 0.0 | 0.0 | 124793.0 | wikitext | NULL |
| 1625.0 | Aleksandr_Solzhenitsyn | 0.0 | 0.0 | 118674.0 | wikitext | NULL |
| 1626.0 | Aleksandr_Isaevich_Solzhenitsyn | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 1627.0 | Aberdeen | 0.0 | 0.0 | 147083.0 | wikitext | NULL |
| 1628.0 | August_23 | 0.0 | 0.0 | 49176.0 | wikitext | NULL |
| 1629.0 | August_24 | 0.0 | 0.0 | 54501.0 | wikitext | NULL |
| 1633.0 | Antipope | 0.0 | 0.0 | 32370.0 | wikitext | NULL |
| 1634.0 | Aquaculture | 0.0 | 0.0 | 125421.0 | wikitext | NULL |
| 1635.0 | Kolmogorov_complexity | 0.0 | 0.0 | 41353.0 | wikitext | NULL |
| 1636.0 | Antoine_de_Saint-Exupery | 1.0 | 0.0 | 125.0 | wikitext | NULL |
| 1637.0 | Hymn_to_Proserpine | 0.0 | 0.0 | 2710.0 | wikitext | NULL |
| 1638.0 | The_Triumph_of_Time | 0.0 | 0.0 | 1751.0 | wikitext | NULL |
| 1639.0 | April_28 | 0.0 | 0.0 | 42485.0 | wikitext | NULL |
| 1640.0 | Alfred_the_Great | 0.0 | 0.0 | 121065.0 | wikitext | NULL |
| 1641.0 | Alfred_Ernest_Albert | 1.0 | 0.0 | 51.0 | wikitext | NULL |
| 1642.0 | Alessandro_Algardi | 0.0 | 0.0 | 14639.0 | wikitext | NULL |
| 1643.0 | Alger_of_Liège | 0.0 | 0.0 | 3139.0 | wikitext | NULL |
| 1644.0 | Algiers | 0.0 | 0.0 | 70559.0 | wikitext | NULL |
| 1645.0 | Ibn_al-Haytham | 0.0 | 0.0 | 120924.0 | wikitext | NULL |
| 1647.0 | Alessandro_Allori | 0.0 | 0.0 | 9650.0 | wikitext | NULL |
| 1649.0 | Almoravid_dynasty | 0.0 | 0.0 | 83925.0 | wikitext | NULL |
| 1650.0 | Aloe | 0.0 | 0.0 | 21387.0 | wikitext | NULL |
| 1651.0 | Alured_of_Berkeley | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1652.0 | Alyattes | 0.0 | 0.0 | 40930.0 | wikitext | NULL |
| 1653.0 | Age_of_consent | 0.0 | 0.0 | 56722.0 | wikitext | NULL |
| 1654.0 | Alypius_of_Antioch | 0.0 | 0.0 | 1756.0 | wikitext | NULL |
| 1655.0 | Amalasuintha | 0.0 | 0.0 | 11115.0 | wikitext | NULL |
| 1656.0 | Amalric_of_Bena | 0.0 | 0.0 | 6659.0 | wikitext | NULL |
| 1657.0 | Afonso_I_of_Portugal | 0.0 | 0.0 | 32525.0 | wikitext | NULL |
| 1658.0 | Afonso_II_of_Portugal | 0.0 | 0.0 | 9807.0 | wikitext | NULL |
| 1659.0 | Afonso_III_of_Portugal | 0.0 | 0.0 | 12744.0 | wikitext | NULL |
| 1660.0 | Afonso_IV_of_Portugal | 0.0 | 0.0 | 14233.0 | wikitext | NULL |
| 1661.0 | Afonso_V_of_Portugal | 0.0 | 0.0 | 19540.0 | wikitext | NULL |
| 1662.0 | Afonso_VI_of_Portugal | 0.0 | 0.0 | 8372.0 | wikitext | NULL |
| 1663.0 | Alphonso_I_of_Spain | 0.0 | 0.0 | 539.0 | wikitext | NULL |
| 1664.0 | Alfonso_II_of_Asturias | 0.0 | 0.0 | 5949.0 | wikitext | NULL |
| 1669.0 | Amarasimha | 0.0 | 0.0 | 3546.0 | wikitext | NULL |
| 1672.0 | Alphonso_VIII_of_Spain | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1673.0 | Alfonso_IX_of_Spain | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1676.0 | Alfonso_XII | 0.0 | 0.0 | 27559.0 | wikitext | NULL |
| 1677.0 | Alfonso_XIII | 0.0 | 0.0 | 67834.0 | wikitext | NULL |
| 1678.0 | Alphonsus_a_Sancta_Maria | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1679.0 | Alfonso_the_Battler | 0.0 | 0.0 | 27719.0 | wikitext | NULL |
| 1680.0 | Amaryllis | 0.0 | 0.0 | 17681.0 | wikitext | NULL |
| 1682.0 | Amasis_I | 1.0 | 0.0 | 22.0 | wikitext | NULL |
| 1683.0 | Alfonso_III_of_Aragon | 0.0 | 0.0 | 5951.0 | wikitext | NULL |
| 1684.0 | Alfonso_IV_of_Aragon | 0.0 | 0.0 | 9985.0 | wikitext | NULL |
| 1685.0 | Amasis_II | 0.0 | 0.0 | 17642.0 | wikitext | NULL |
| 1686.0 | Alfonso_V_of_Aragon | 0.0 | 0.0 | 22331.0 | wikitext | NULL |
| 1687.0 | Amathus | 0.0 | 0.0 | 17228.0 | wikitext | NULL |
| 1688.0 | Alphons | 0.0 | 0.0 | 11520.0 | wikitext | NULL |
| 1689.0 | Alfonso_I | 0.0 | 0.0 | 620.0 | wikitext | NULL |
| 1690.0 | Amati | 0.0 | 0.0 | 9132.0 | wikitext | NULL |
| 1691.0 | Alfonso_II | 0.0 | 0.0 | 504.0 | wikitext | NULL |
| 1692.0 | Alfonso_III | 0.0 | 0.0 | 320.0 | wikitext | NULL |
| 1694.0 | Alfonso_IV | 0.0 | 0.0 | 232.0 | wikitext | NULL |
| 1695.0 | Amazons | 0.0 | 0.0 | 72183.0 | wikitext | NULL |
| 1696.0 | Alfonso_V | 0.0 | 0.0 | 200.0 | wikitext | NULL |
| 1697.0 | Ambergris | 0.0 | 0.0 | 20295.0 | wikitext | NULL |
| 1698.0 | Ambiorix | 0.0 | 0.0 | 11792.0 | wikitext | NULL |
| 1699.0 | Alfonso_VI | 1.0 | 0.0 | 128.0 | wikitext | NULL |
| 1700.0 | August_Wilhelm_Ambros | 0.0 | 0.0 | 3510.0 | wikitext | NULL |
| 1701.0 | Amazon_River | 0.0 | 0.0 | 101421.0 | wikitext | NULL |
| 1702.0 | Alfred_of_Beverley | 0.0 | 0.0 | 3400.0 | wikitext | NULL |
| 1703.0 | Alphonso_VII | 1.0 | 0.0 | 46.0 | wikitext | NULL |
| 1704.0 | Alphonso_VIII | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1705.0 | Alphonso_IX | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1706.0 | Alphonso_X | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1707.0 | Alphonso_XI | 1.0 | 0.0 | 35.0 | wikitext | NULL |
| 1708.0 | Alphonso_XII | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 1709.0 | Alphonso_XIII | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 1710.0 | April_22 | 0.0 | 0.0 | 35182.0 | wikitext | NULL |
| 1711.0 | August_31 | 0.0 | 0.0 | 45180.0 | wikitext | NULL |
| 1714.0 | Autpert_Ambrose | 0.0 | 0.0 | 1669.0 | wikitext | NULL |
| 1715.0 | Abu_Bakr | 0.0 | 0.0 | 70130.0 | wikitext | NULL |
| 1716.0 | Ambrose_Traversari | 0.0 | 0.0 | 8920.0 | wikitext | NULL |
| 1717.0 | Ambrosians | 0.0 | 0.0 | 7217.0 | wikitext | NULL |
| 1718.0 | Ambrosiaster | 0.0 | 0.0 | 12639.0 | wikitext | NULL |
| 1719.0 | Ambrosius_Aurelianus | 0.0 | 0.0 | 47081.0 | wikitext | NULL |
| 1722.0 | Ammon | 0.0 | 0.0 | 28089.0 | wikitext | NULL |
| 1723.0 | Ammonius_Hermiae | 0.0 | 0.0 | 10918.0 | wikitext | NULL |
| 1724.0 | Ammonius_Saccas | 0.0 | 0.0 | 19454.0 | wikitext | NULL |
| 1726.0 | Book_of_Amos | 0.0 | 0.0 | 14545.0 | wikitext | NULL |
| 1727.0 | Amphipolis | 0.0 | 0.0 | 25676.0 | wikitext | NULL |
| 1728.0 | Amram | 0.0 | 0.0 | 10144.0 | wikitext | NULL |
| 1729.0 | Amyntas_I_of_Macedon | 0.0 | 0.0 | 5010.0 | wikitext | NULL |
| 1730.0 | Amyntas_III_of_Macedon | 0.0 | 0.0 | 8817.0 | wikitext | NULL |
| 1732.0 | Anacharsis | 0.0 | 0.0 | 10183.0 | wikitext | NULL |
| 1733.0 | Anacreon_(poet) | 1.0 | 0.0 | 22.0 | wikitext | NULL |
| 1734.0 | Anah | 0.0 | 0.0 | 16082.0 | wikitext | NULL |
| 1735.0 | Ānanda | 0.0 | 0.0 | 126619.0 | wikitext | NULL |
| 1737.0 | Anaxagoras | 0.0 | 0.0 | 25323.0 | wikitext | NULL |
| 1738.0 | Anaxarchus | 0.0 | 0.0 | 4932.0 | wikitext | NULL |
| 1740.0 | Ancyra_(planthopper) | 0.0 | 0.0 | 3357.0 | wikitext | NULL |
| 1742.0 | Anastasius_I | 0.0 | 0.0 | 271.0 | wikitext | NULL |
| 1743.0 | Anastasius_II | 0.0 | 0.0 | 271.0 | wikitext | NULL |
| 1744.0 | Anastasius_III | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1745.0 | Anastasius_IV | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1746.0 | Anaximenes_of_Lampsacus | 0.0 | 0.0 | 9465.0 | wikitext | NULL |
| 1747.0 | Anastasius | 0.0 | 0.0 | 4795.0 | wikitext | NULL |
| 1748.0 | Anaximenes_of_Miletus | 0.0 | 0.0 | 24822.0 | wikitext | NULL |
| 1749.0 | Ancus_Marcius | 0.0 | 0.0 | 12201.0 | wikitext | NULL |
| 1750.0 | Andaman_Islands | 0.0 | 0.0 | 51900.0 | wikitext | NULL |
| 1751.0 | Alexander_Anderson_(mathematician) | 0.0 | 0.0 | 6103.0 | wikitext | NULL |
| 1752.0 | Andocides | 0.0 | 0.0 | 12142.0 | wikitext | NULL |
| 1754.0 | Andrea_Andreani | 0.0 | 0.0 | 7733.0 | wikitext | NULL |
| 1755.0 | Andrew_II_of_Hungary | 0.0 | 0.0 | 60429.0 | wikitext | NULL |
| 1756.0 | An_Enquiry_Concerning_Human_Understanding | 0.0 | 0.0 | 24073.0 | wikitext | NULL |
| 1758.0 | André_de_Longjumeau | 0.0 | 0.0 | 8241.0 | wikitext | NULL |
| 1759.0 | Andriscus | 0.0 | 0.0 | 25446.0 | wikitext | NULL |
| 1760.0 | Andronikos_III_Palaiologos | 0.0 | 0.0 | 15960.0 | wikitext | NULL |
| 1761.0 | Andronikos_II_Palaiologos | 0.0 | 0.0 | 21319.0 | wikitext | NULL |
| 1762.0 | Andronikos_I_Komnenos | 0.0 | 0.0 | 26966.0 | wikitext | NULL |
| 1763.0 | Andronicus_of_Cyrrhus | 0.0 | 0.0 | 2105.0 | wikitext | NULL |
| 1764.0 | Andronicus_of_Rhodes | 0.0 | 0.0 | 3687.0 | wikitext | NULL |
| 1765.0 | Andronicus | 0.0 | 0.0 | 2282.0 | wikitext | NULL |
| 1766.0 | Asteroid_Belt | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1767.0 | Ammianus_Marcellinus | 0.0 | 0.0 | 22026.0 | wikitext | NULL |
| 1768.0 | ALICE | 1.0 | 0.0 | 171.0 | wikitext | NULL |
| 1769.0 | An_Enquiry_Concerning_Human_Understanding/Text | 1.0 | 0.0 | 55.0 | wikitext | NULL |
| 1770.0 | Apollo_13 | 0.0 | 0.0 | 116154.0 | wikitext | NULL |
| 1771.0 | Apollo_Program | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1772.0 | Arthritus | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1773.0 | Apollo_7 | 0.0 | 0.0 | 59737.0 | wikitext | NULL |
| 1774.0 | Apollo_9 | 0.0 | 0.0 | 59547.0 | wikitext | NULL |
| 1775.0 | Applied_discrete_math | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1776.0 | Arthritis | 0.0 | 0.0 | 60256.0 | wikitext | NULL |
| 1777.0 | April_2 | 0.0 | 0.0 | 50691.0 | wikitext | NULL |
| 1778.0 | Acetylene | 0.0 | 0.0 | 43280.0 | wikitext | NULL |
| 1779.0 | Alfred | 0.0 | 0.0 | 1890.0 | wikitext | NULL |
| 1781.0 | August_28 | 0.0 | 0.0 | 46125.0 | wikitext | NULL |
| 1786.0 | Arabic_numerals | 0.0 | 0.0 | 31303.0 | wikitext | NULL |
| 1787.0 | April_9 | 0.0 | 0.0 | 55129.0 | wikitext | NULL |
| 1788.0 | ABM | 0.0 | 0.0 | 1563.0 | wikitext | NULL |
| 1789.0 | Apuleius | 0.0 | 0.0 | 21943.0 | wikitext | NULL |
| 1790.0 | Alexander_Selkirk | 0.0 | 0.0 | 30796.0 | wikitext | NULL |
| 1791.0 | Anti-ballistic_missile | 0.0 | 0.0 | 88548.0 | wikitext | NULL |
| 1793.0 | August_29 | 0.0 | 0.0 | 47528.0 | wikitext | NULL |
| 1794.0 | August_30 | 0.0 | 0.0 | 44669.0 | wikitext | NULL |
| 1797.0 | Acre | 0.0 | 0.0 | 35055.0 | wikitext | NULL |
| 1799.0 | ATP | 0.0 | 0.0 | 2186.0 | wikitext | NULL |
| 1800.0 | Adenosine_triphosphate | 0.0 | 0.0 | 44099.0 | wikitext | NULL |
| 1802.0 | Ægir | 0.0 | 0.0 | 19706.0 | wikitext | NULL |
| 1805.0 | Antibiotic | 0.0 | 0.0 | 142427.0 | wikitext | NULL |
| 1806.0 | Arnold_Schwarzenegger | 0.0 | 0.0 | 225011.0 | wikitext | NULL |
| 1807.0 | ASA | 0.0 | 0.0 | 4995.0 | wikitext | NULL |
| 1809.0 | Aquinas | 1.0 | 0.0 | 99.0 | wikitext | NULL |
| 1810.0 | Actium | 0.0 | 0.0 | 3562.0 | wikitext | NULL |
| 1811.0 | Amide_hydrolysis | 1.0 | 0.0 | 68.0 | wikitext | NULL |
| 1812.0 | Amway | 0.0 | 0.0 | 106066.0 | wikitext | NULL |
| 1814.0 | Adam_Smith | 0.0 | 0.0 | 107560.0 | wikitext | NULL |
| 1821.0 | Antoine_Laurent_Lavoisier | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 1822.0 | Antoine_Lavoisier | 0.0 | 0.0 | 75434.0 | wikitext | NULL |
| 1824.0 | A_roll | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 1825.0 | Hermann_Kolbe | 0.0 | 0.0 | 16697.0 | wikitext | NULL |
| 1826.0 | April_18 | 0.0 | 0.0 | 33597.0 | wikitext | NULL |
| 1827.0 | April_23 | 0.0 | 0.0 | 46616.0 | wikitext | NULL |
| 1828.0 | Amitabh_Bachchan | 0.0 | 0.0 | 127861.0 | wikitext | NULL |
| 1830.0 | Air_Pollution | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1831.0 | Antarctic-Environmental_Protocol | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1832.0 | Allomorph | 0.0 | 0.0 | 8722.0 | wikitext | NULL |
| 1833.0 | American_bias | 1.0 | 0.0 | 27.0 | wikitext | NULL |
| 1834.0 | Allophone | 0.0 | 0.0 | 24419.0 | wikitext | NULL |
| 1835.0 | Affix | 0.0 | 0.0 | 11897.0 | wikitext | NULL |
| 1837.0 | Allegory | 0.0 | 0.0 | 28072.0 | wikitext | NULL |
| 1838.0 | Amazon_river | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1839.0 | Allotropy | 0.0 | 0.0 | 23378.0 | wikitext | NULL |
| 1840.0 | Agathocles_of_Syracuse | 0.0 | 0.0 | 14651.0 | wikitext | NULL |
| 1841.0 | Economy_of_Alberta | 0.0 | 0.0 | 96497.0 | wikitext | NULL |
| 1842.0 | Augustin-Louis_Cauchy | 0.0 | 0.0 | 42923.0 | wikitext | NULL |
| 1844.0 | Archimedes | 0.0 | 0.0 | 99429.0 | wikitext | NULL |
| 1845.0 | Alternative_medicine | 0.0 | 0.0 | 202195.0 | wikitext | NULL |
| 1847.0 | Archimedean_solid | 0.0 | 0.0 | 26171.0 | wikitext | NULL |
| 1851.0 | Antiprism | 0.0 | 0.0 | 18676.0 | wikitext | NULL |
| 1852.0 | Ancient_Greeks | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1853.0 | Natural_history_of_Africa | 0.0 | 0.0 | 7885.0 | wikitext | NULL |
| 1854.0 | Geography_of_Africa | 0.0 | 0.0 | 37335.0 | wikitext | NULL |
| 1855.0 | Africa/History | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1857.0 | Approval_voting | 0.0 | 0.0 | 67712.0 | wikitext | NULL |
| 1858.0 | Aromatic_hydrocarbon | 1.0 | 0.0 | 183.0 | wikitext | NULL |
| 1859.0 | Arizona_State_University | 0.0 | 0.0 | 190519.0 | wikitext | NULL |
| 1862.0 | April_14 | 0.0 | 0.0 | 60593.0 | wikitext | NULL |
| 1864.0 | Astoria,_Oregon | 0.0 | 0.0 | 71881.0 | wikitext | NULL |
| 1866.0 | Alarums_and_Excursions | 0.0 | 0.0 | 8592.0 | wikitext | NULL |
| 1869.0 | Alfred_Jarry | 0.0 | 0.0 | 18108.0 | wikitext | NULL |
| 1870.0 | Amalric | 0.0 | 0.0 | 3036.0 | wikitext | NULL |
| 1871.0 | Amalric_of_Jerusalem | 0.0 | 0.0 | 18148.0 | wikitext | NULL |
| 1872.0 | Aimery_of_Cyprus | 0.0 | 0.0 | 30136.0 | wikitext | NULL |
| 1873.0 | Anthemius_of_Tralles | 0.0 | 0.0 | 5750.0 | wikitext | NULL |
| 1874.0 | Absalon | 0.0 | 0.0 | 16050.0 | wikitext | NULL |
| 1875.0 | Adhemar_of_Le_Puy | 0.0 | 0.0 | 10074.0 | wikitext | NULL |
| 1876.0 | Adhemar_de_Chabannes | 1.0 | 0.0 | 103.0 | wikitext | NULL |
| 1877.0 | Albigenses | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1878.0 | Alphonse,_Count_of_Poitiers | 0.0 | 0.0 | 9075.0 | wikitext | NULL |
| 1879.0 | Alfonso_Jordan | 0.0 | 0.0 | 9688.0 | wikitext | NULL |
| 1880.0 | Ambroise | 0.0 | 0.0 | 3356.0 | wikitext | NULL |
| 1881.0 | Art_Deco | 0.0 | 0.0 | 148950.0 | wikitext | NULL |
| 1884.0 | ASCII_art | 0.0 | 0.0 | 53155.0 | wikitext | NULL |
| 1885.0 | Autoerotic_asphyxiation | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1887.0 | Alexius | 0.0 | 0.0 | 2739.0 | wikitext | NULL |
| 1889.0 | Ban_on_assault_rifles | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1890.0 | American_English | 0.0 | 0.0 | 78621.0 | wikitext | NULL |
| 1893.0 | Albert_Spalding | 0.0 | 0.0 | 22801.0 | wikitext | NULL |
| 1894.0 | Africa_Alphabet | 0.0 | 0.0 | 3512.0 | wikitext | NULL |
| 1896.0 | Acquire | 0.0 | 0.0 | 8701.0 | wikitext | NULL |
| 1897.0 | Australian_English | 0.0 | 0.0 | 70859.0 | wikitext | NULL |
| 1902.0 | American_Airlines_Flight_77 | 0.0 | 0.0 | 85249.0 | wikitext | NULL |
| 1903.0 | American_Airlines_flight_77 | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1904.0 | American_Airlines_flight_11 | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1905.0 | Ambush | 0.0 | 0.0 | 16289.0 | wikitext | NULL |
| 1906.0 | Astronomical_aberration | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 1908.0 | Abzyme | 0.0 | 0.0 | 6959.0 | wikitext | NULL |
| 1909.0 | Adaptive_radiation | 0.0 | 0.0 | 37579.0 | wikitext | NULL |
| 1910.0 | Agarose_gel_electrophoresis | 0.0 | 0.0 | 34925.0 | wikitext | NULL |
| 1911.0 | Allele | 0.0 | 0.0 | 16991.0 | wikitext | NULL |
| 1912.0 | Ampicillin | 0.0 | 0.0 | 35148.0 | wikitext | NULL |
| 1913.0 | Annealing | 0.0 | 0.0 | 460.0 | wikitext | NULL |
| 1914.0 | Antimicrobial_resistance | 0.0 | 0.0 | 150266.0 | wikitext | NULL |
| 1915.0 | Antigen | 0.0 | 0.0 | 19203.0 | wikitext | NULL |
| 1916.0 | Autosome | 0.0 | 0.0 | 11003.0 | wikitext | NULL |
| 1919.0 | Antwerp_(disambiguation) | 0.0 | 0.0 | 651.0 | wikitext | NULL |
| 1920.0 | Aquila | 0.0 | 0.0 | 3896.0 | wikitext | NULL |
| 1921.0 | Al-Qaeda | 0.0 | 0.0 | 284997.0 | wikitext | NULL |
| 1923.0 | Alessandro_Volta | 0.0 | 0.0 | 26430.0 | wikitext | NULL |
| 1924.0 | Argo_Navis | 0.0 | 0.0 | 13465.0 | wikitext | NULL |
| 1925.0 | Andromeda_(mythology) | 0.0 | 0.0 | 43392.0 | wikitext | NULL |
| 1926.0 | Antlia | 0.0 | 0.0 | 32732.0 | wikitext | NULL |
| 1927.0 | Ara_(constellation) | 0.0 | 0.0 | 29562.0 | wikitext | NULL |
| 1928.0 | Auriga | 0.0 | 0.0 | 754.0 | wikitext | NULL |
| 1930.0 | Arkansas | 0.0 | 0.0 | 153605.0 | wikitext | NULL |
| 1931.0 | Atmosphere_(disambiguation) | 0.0 | 0.0 | 2260.0 | wikitext | NULL |
| 1933.0 | Apus | 0.0 | 0.0 | 28135.0 | wikitext | NULL |
| 1934.0 | Abadan,_Iran | 0.0 | 0.0 | 36915.0 | wikitext | NULL |
| 1935.0 | Attorney | 0.0 | 0.0 | 508.0 | wikitext | NULL |
| 1936.0 | Astronomical_Unit | 1.0 | 0.0 | 96.0 | wikitext | NULL |
| 1937.0 | Alexander_Fleming | 0.0 | 0.0 | 69600.0 | wikitext | NULL |
| 1938.0 | Andrew_Carnegie | 0.0 | 0.0 | 113066.0 | wikitext | NULL |
| 1939.0 | Approximant | 0.0 | 0.0 | 27181.0 | wikitext | NULL |
| 1940.0 | Astronomer_Royal | 0.0 | 0.0 | 7100.0 | wikitext | NULL |
| 1941.0 | Aeon | 0.0 | 0.0 | 7544.0 | wikitext | NULL |
| 1942.0 | Airline | 0.0 | 0.0 | 102615.0 | wikitext | NULL |
| 1943.0 | Australian_Democrats | 0.0 | 0.0 | 58049.0 | wikitext | NULL |
| 1944.0 | Australian_Capital_Territory | 0.0 | 0.0 | 106817.0 | wikitext | NULL |
| 1946.0 | Unit_of_alcohol | 0.0 | 0.0 | 20027.0 | wikitext | NULL |
| 1947.0 | Aotus | 0.0 | 0.0 | 506.0 | wikitext | NULL |
SELECT * FROM enwiki_redirect
| rd_from | rd_title |
|---|---|
| 10.0 | Computer_accessibility |
| 13.0 | History_of_Afghanistan |
| 14.0 | Geography_of_Afghanistan |
| 15.0 | Demographics_of_Afghanistan |
| 18.0 | Communications_in_Afghanistan |
| 19.0 | Transport_in_Afghanistan |
| 20.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 21.0 | Foreign_relations_of_Afghanistan |
| 23.0 | Assistive_technology |
| 24.0 | Amoeba |
| 25.0 | Autism_spectrum |
| 27.0 | History_of_Albania |
| 29.0 | Demographics_of_Albania |
| 30.0 | As_We_May_Think |
| 35.0 | Politics_of_Albania |
| 36.0 | Economy_of_Albania |
| 40.0 | Afroasiatic_languages |
| 42.0 | Constructed_language |
| 46.0 | Abacus |
| 47.0 | Abalone |
| 48.0 | Abbadid_dynasty |
| 49.0 | Abbess |
| 50.0 | Abbeville |
| 51.0 | Abbey |
| 52.0 | Abbot |
| 53.0 | Abbreviation |
| 54.0 | Atlas_Shrugged |
| 56.0 | Constructed_language |
| 58.0 | List_of_Atlas_Shrugged_characters |
| 59.0 | Atlas_Shrugged |
| 60.0 | Atlas_Shrugged |
| 241.0 | African_Americans |
| 242.0 | Adolf_Hitler |
| 247.0 | Abecedarian |
| 248.0 | Cain_and_Abel |
| 249.0 | Abensberg |
| 251.0 | Aberdeen,_South_Dakota |
| 254.0 | Arthur_Koestler |
| 255.0 | Ayn_Rand |
| 256.0 | Alexander_the_Great |
| 258.0 | Anchorage,_Alaska |
| 259.0 | Logical_form |
| 260.0 | Existence_of_God |
| 263.0 | Anarchy |
| 264.0 | ASCII_art |
| 269.0 | Academy_Awards |
| 270.0 | Academy_Award_for_Best_Picture |
| 271.0 | Austrian_German |
| 272.0 | Elitism |
| 274.0 | Axiom_of_choice |
| 276.0 | American_football |
| 278.0 | United_States |
| 279.0 | Anna_Kournikova |
| 280.0 | Andorra |
| 287.0 | Austroasiatic_languages |
| 289.0 | Lists_of_actors |
| 291.0 | Anarcho-capitalism |
| 293.0 | Anarcho-capitalism |
| 296.0 | Lists_of_actors |
| 299.0 | An_American_in_Paris |
| 301.0 | Automorphism |
| 302.0 | Action_film |
| 304.0 | Africa |
| 306.0 | Statistics |
| 325.0 | Action_film |
| 338.0 | Auto_racing |
| 347.0 | Demographics_of_Algeria |
| 353.0 | Foreign_relations_of_Algeria |
| 369.0 | Atlas_Shrugged |
| 583.0 | Amoeba |
| 589.0 | Ashmore_and_Cartier_Islands |
| 596.0 | Artificial_language |
| 598.0 | Afroasiatic_languages |
| 609.0 | Foreign_relations_of_Andorra |
| 617.0 | Al_Gore |
| 618.0 | An_Enquiry_Concerning_Human_Understanding |
| 622.0 | Al_Gore |
| 626.0 | Auteur |
| 629.0 | Abstract_algebra |
| 635.0 | Analysis_of_variance |
| 644.0 | Arithmetic_logic_unit |
| 648.0 | Actor |
| 654.0 | Computer_accessibility |
| 668.0 | Logical_form |
| 669.0 | Allotropy |
| 686.0 | Amalthea_(mythology) |
| 687.0 | Analysis_of_variance |
| 693.0 | Broch |
| 696.0 | AA |
| 727.0 | History_of_astronomy |
| 731.0 | History_of_astronomy |
| 735.0 | Al_Gore |
| 743.0 | Antigua_and_Barbuda |
| 749.0 | Astronomer |
| 755.0 | History_of_Albania |
| 758.0 | Foreign_relations_of_Albania |
| 759.0 | Demographics_of_Albania |
| 763.0 | Foreign_relations_of_Albania |
| 767.0 | A._E._van_Vogt |
| 807.0 | Telecommunications_in_Albania |
| 813.0 | History_of_Afghanistan |
| 814.0 | Geography_of_Afghanistan |
| 815.0 | Government_of_the_Islamic_Emirate_of_Afghanistan |
| 816.0 | Demographics_of_Afghanistan |
| 817.0 | Economy_of_Afghanistan |
| 818.0 | Communications_in_Afghanistan |
| 820.0 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 821.0 | Foreign_relations_of_Afghanistan |
| 822.0 | Afghanistan |
| 832.0 | Foreign_relations_of_Austria |
| 839.0 | Anglicanism |
| 855.0 | Abiotic_component |
| 858.0 | Au |
| 860.0 | Åland |
| 873.0 | Civilization |
| 882.0 | Supermajority |
| 891.0 | Accounting |
| 907.0 | AWK |
| 908.0 | Nomic |
| 918.0 | Antisemitism |
| 919.0 | Antisemitism |
| 923.0 | A._A._Milne |
| 926.0 | Alumni |
| 935.0 | Automated_Alice |
| 936.0 | Automated_Alice |
| 937.0 | Automated_Alice |
| 938.0 | Automated_Alice |
| 939.0 | Automated_Alice |
| 940.0 | Automated_Alice |
| 941.0 | Automated_Alice |
| 942.0 | Automated_Alice |
| 943.0 | Automated_Alice |
| 944.0 | Automated_Alice |
| 945.0 | Automated_Alice |
| 946.0 | Automated_Alice |
| 959.0 | Voiced_velar_nasal |
| 963.0 | Existence_of_God |
| 970.0 | Ambient_calculus |
| 972.0 | Necronomicon |
| 973.0 | A_priori_and_a_posteriori |
| 975.0 | Ambient_calculus |
| 982.0 | A_priori_and_a_posteriori |
| 1026.0 | Anarcho-capitalism |
| 1035.0 | AAL |
| 1059.0 | Statistics |
| 1061.0 | Analysis_of_variance |
| 1062.0 | Analysis_of_variance |
| 1075.0 | Foreign_relations_of_Antigua_and_Barbuda |
| 1083.0 | Demographics_of_Azerbaijan |
| 1085.0 | Telecommunications_in_Azerbaijan |
| 1089.0 | Foreign_relations_of_Azerbaijan |
| 1105.0 | Foreign_relations_of_Argentina |
| 1108.0 | Foreign_relations_of_Argentina |
| 1109.0 | American_Samoa |
| 1114.0 | American_Samoa |
| 1116.0 | American_Samoa |
| 1123.0 | Foreign_relations_of_Australia |
| 1151.0 | AK-47 |
| 1153.0 | Amhrán_na_bhFiann |
| 1186.0 | Aphex_Twin |
| 1189.0 | Creed |
| 1190.0 | Alternate_history |
| 1195.0 | Allotropy |
| 1199.0 | Angles |
| 1205.0 | Atomic_orbital |
| 1220.0 | Anguilla |
| 1221.0 | Anguilla |
| 1228.0 | Ashmore_and_Cartier_Islands |
| 1229.0 | Ashmore_and_Cartier_Islands |
| 1230.0 | Ashmore_and_Cartier_Islands |
| 1231.0 | Ashmore_and_Cartier_Islands |
| 1232.0 | Ashmore_and_Cartier_Islands |
| 1233.0 | Ashmore_and_Cartier_Islands |
| 1238.0 | Nuclear_weapon |
| 1245.0 | Alpha_particle |
| 1246.0 | Alfonso_Arau |
| 1255.0 | Astronomical_unit |
| 1262.0 | Cant_(language) |
| 1268.0 | Artificial_intelligence |
| 1276.0 | Antarctica |
| 1277.0 | Antarctic_Treaty_System |
| 1280.0 | Military_activity_in_the_Antarctic |
| 1290.0 | Antarctic_Treaty_System |
| 1292.0 | Algernon_Charles_Swinburne |
| 1295.0 | American_League_Championship_Series |
| 1297.0 | Hebrew_Bible |
| 1299.0 | Abbadid_dynasty |
| 1302.0 | Abdomen |
| 1311.0 | Ada_Lovelace |
| 1312.0 | Augustine_of_Hippo |
| 1321.0 | Sagrada_Família |
| 1328.0 | Anno_Domini |
| 1339.0 | Americans_with_Disabilities_Act_of_1990 |
| 1340.0 | Americans_with_Disabilities_Act_of_1990 |
| 1341.0 | Americans_with_Disabilities_Act_of_1990 |
| 1342.0 | Anno_Domini |
| 1345.0 | Apache_HTTP_Server |
| 1355.0 | Anderitum |
| 1399.0 | Attention_deficit_hyperactivity_disorder |
| 1406.0 | Amine |
| 1407.0 | Antonie_van_Leeuwenhoek |
| 1410.0 | Antonie_van_Leeuwenhoek |
| 1415.0 | Pope_Adrian_I |
| 1426.0 | Pope_Adrian_II |
| 1429.0 | Pope_Adrian_IV |
| 1434.0 | Abgar_V |
| 1457.0 | Alzheimer's_disease |
| 1459.0 | Vitamin_C |
| 1476.0 | Prime_Minister_of_Australia |
| 1502.0 | List_of_minor_characters_in_the_Alice_series |
| 1511.0 | Albert_I_of_Germany |
| 1515.0 | Albert_III,_Duke_of_Saxony |
| 1516.0 | Albert_II,_Margrave_of_Meissen |
| 1517.0 | Albert_of_Aix |
| 1533.0 | Aachen |
| 1535.0 | Acorn |
| 1539.0 | Adirondack_Mountains |
| 1561.0 | Áedán_mac_Gabráin |
| 1572.0 | Al-Battani |
| 1609.0 | Pope_Alexander_VI |
| 1610.0 | Pope_Alexander_VII |
| 1611.0 | Pope_Alexander_VIII |
| 1626.0 | Aleksandr_Solzhenitsyn |
| 1636.0 | Antoine_de_Saint-Exupéry |
| 1641.0 | Alfred,_Duke_of_Saxe-Coburg_and_Gotha |
| 1651.0 | Alfred_of_Beverley |
| 1672.0 | Alfonso_VIII_of_Castile |
| 1673.0 | Alfonso_IX_of_León |
| 1678.0 | Alfonso_de_Cartagena |
| 1682.0 | Ahmose_I |
| 1699.0 | Alfonso_VI_of_León_and_Castile |
| 1703.0 | Alfonso_VII_of_León_and_Castile |
| 1704.0 | Alfonso_VIII_of_Castile |
| 1705.0 | Alfonso_IX_of_León |
| 1706.0 | Alfonso_X_of_Castile |
| 1707.0 | Alfonso_XI_of_Castile |
| 1708.0 | Alfonso_XII |
| 1709.0 | Alfonso_XIII |
| 1733.0 | Anacreon |
| 1744.0 | Pope_Anastasius_III |
| 1745.0 | Pope_Anastasius_IV |
| 1766.0 | Asteroid_belt |
| 1768.0 | Alice |
| 1769.0 | An_Enquiry_Concerning_Human_Understanding |
| 1771.0 | Apollo_program |
| 1772.0 | Arthritis |
| 1775.0 | Discrete_mathematics |
| 1809.0 | Thomas_Aquinas |
| 1811.0 | Hydrolysis |
| 1821.0 | Antoine_Lavoisier |
| 1824.0 | Footage |
| 1830.0 | Air_pollution |
| 1831.0 | Protocol_on_Environmental_Protection_to_the_Antarctic_Treaty |
| 1833.0 | Americentrism |
| 1838.0 | Amazon_River |
| 1852.0 | Ancient_Greece |
| 1855.0 | History_of_Africa |
| 1858.0 | Aromatic_compound |
| 1876.0 | Adémar_de_Chabannes |
| 1877.0 | Catharism |
| 1885.0 | Erotic_asphyxiation |
| 1889.0 | Assault_weapons_ban |
| 1903.0 | American_Airlines_Flight_77 |
| 1904.0 | American_Airlines_Flight_11 |
| 1906.0 | Aberration_(astronomy) |
| 1936.0 | Astronomical_unit |
| 1952.0 | Industry_Standard_Architecture |
| 1959.0 | Telephone_exchange |
| 1972.0 | Aviation |
| 1976.0 | Adomnán |
| 1978.0 | Assassin_(disambiguation) |
| 1982.0 | Alice |
| 1984.0 | Arab_world |
| 1993.0 | Alan_Ayckbourn |
| 2001.0 | Al-Qaeda |
| 2002.0 | Argumentum_ad_populum |
| 2005.0 | Addiction |
| 2008.0 | Al-Qaeda |
| 2043.0 | Anti-Americanism |
| 2050.0 | Archaeology |
| 2051.0 | Anarchism |
| 2058.0 | Atheism |
| 2071.0 | Afro_Celt_Sound_System |
| 2073.0 | Andrew_Jackson |
| 2074.0 | Andrew_Jackson |
| 2079.0 | Autumnal_equinox |
| 2090.0 | Albert_of_Hohenzollern |
| 2095.0 | Parapsychology |
| 2128.0 | Los_Angeles_Angels |
| 2132.0 | Ara_Pacis |
| 2145.0 | Catharism |
| 2146.0 | Aleksandr_Solzhenitsyn |
| 2149.0 | Armour |
| 2153.0 | Elitism |
| 2164.0 | Peremptory_plea |
| 2165.0 | Peremptory_plea |
| 2188.0 | Accident_(philosophy) |
| 2190.0 | Alternate_history |
| 2203.0 | Religion_in_Poland |
| 2206.0 | Ampere |
| 2211.0 | Folklore_of_the_United_States |
| 2213.0 | Modus_ponens |
| 2220.0 | Acts_of_the_Apostles |
| 2223.0 | Slaughterhouse |
| 2227.0 | Argumentum_a_fortiori |
| 2228.0 | Ad_hominem |
| 2249.0 | Amplification |
| 2258.0 | Anglicanism |
| 2260.0 | Analog_Science_Fiction_and_Fact |
| 2261.0 | Analog_Science_Fiction_and_Fact |
| 2262.0 | Analog_Science_Fiction_and_Fact |
| 2264.0 | Heptarchy |
| 2269.0 | Asynchronous_Transfer_Mode |
| 2271.0 | Asymmetric_digital_subscriber_line |
| 2280.0 | Giant_panda |
| 2281.0 | Arctic_fox |
| 2285.0 | Tank_destroyer |
| 2290.0 | Indigenous_peoples |
| 2295.0 | Arhat |
| 2297.0 | Springbok |
| 2298.0 | Blue_crane |
| 2302.0 | Aramaic |
| 2306.0 | AT&T |
| 2320.0 | Audio_codec |
| 2324.0 | All_Saints'_Day |
| 2351.0 | HIV/AIDS |
| 2354.0 | Outline_of_archaeology |
| 2367.0 | HIV/AIDS |
| 2379.0 | Binary_relation |
| 2404.0 | Aon_(company) |
| 2419.0 | Alloy |
| 2432.0 | Albrecht_III_Achilles,_Elector_of_Brandenburg |
| 2446.0 | Appalachian_dulcimer |
| 2462.0 | Anti-globalization_movement |
| 2464.0 | Anti-globalization_movement |
| 2468.0 | Aaron's_rod |
| 2469.0 | AB |
| 2478.0 | Barada |
| 2479.0 | Manama |
| 2486.0 | Chrysoberyl |
| 2489.0 | Abandon |
| 2492.0 | Anal_sex |
| 2495.0 | Aurochs |
| 2496.0 | Etiology |
| 2520.0 | Addition |
| 2523.0 | Alien |
| 2525.0 | Al_Jazeera |
| 2527.0 | Ruhollah_Khomeini |
| 2533.0 | Alphorn |
| 2535.0 | AW |
| 2537.0 | Analog_Science_Fiction_and_Fact |
| 2549.0 | Analog_Science_Fiction_and_Fact |
| 2561.0 | List_of_federal_political_scandals_in_the_United_States |
| 2565.0 | Albert,_Duke_of_Prussia |
| 2567.0 | Academy_Awards |
| 2568.0 | Apsis |
| 2569.0 | Apsis |
| 2571.0 | Rope_(film) |
| 2572.0 | Arianism |
| 2595.0 | Atlas_(computer) |
| 2599.0 | AA |
| 2600.0 | Aaron's_rod |
| 2601.0 | Abandon |
| 2603.0 | Abaris_the_Hyperborean |
| 2612.0 | Abbo_of_Fleury |
| 2615.0 | Charles_Farrar_Browne |
| 2631.0 | Ælfric |
| 2636.0 | Accounting |
| 2638.0 | ACID |
| 2643.0 | Ajax_the_Lesser |
| 2644.0 | Ajax_the_Great |
| 2647.0 | American_Indians |
| 2648.0 | Abandon |
| 2649.0 | Abandonment_(legal) |
| 2650.0 | Abandonment_(legal) |
| 2651.0 | Abandonment_(legal) |
| 2652.0 | Nuisance_abatement |
| 2653.0 | Abatement |
| 2655.0 | Abatement |
| 2656.0 | Abatement |
| 2657.0 | Abatement |
| 2658.0 | Abatement_(heraldry) |
| 2659.0 | American_Revolutionary_War |
| 2664.0 | Affirmation_(law) |
| 2675.0 | Abd_al-Rahman |
| 2682.0 | Abdul_Qadir |
| 2683.0 | Abdelaziz_of_Morocco |
| 2688.0 | Pneumatic_motor |
| 2697.0 | Abraham_ibn_Ezra |
| 2711.0 | Aberdeenshire_(historic) |
| 2713.0 | Aberdyfi |
| 2725.0 | Aesthetics |
| 2746.0 | Same-sex_relationship |
| 2751.0 | The_Angry_Brigade |
| 2760.0 | Arab_(disambiguation) |
| 2765.0 | Anatomical_Therapeutic_Chemical_Classification_System |
| 2768.0 | Antiarrhythmic_agent |
| 2771.0 | Air_conditioning |
| 2774.0 | Alfred_Kinsey |
| 2775.0 | Auto_racing |
| 2776.0 | Antisemitism |
| 2789.0 | James_Tiptree_Jr. |
| 2793.0 | Application_software |
| 2804.0 | Application_firewall |
| 2808.0 | Nuclear_weapon |
| 2821.0 | Set_theory |
| 2828.0 | Abipón |
| 2831.0 | Abkhazia |
| 2842.0 | Bohr_model |
| 2855.0 | Latin_American_Integration_Association |
| 2863.0 | AT&T |
| 2872.0 | Arthur,_Prince_of_Wales |
| 2880.0 | Anti-ballistic_missile |
| 2888.0 | Amorphous_solid |
| 2897.0 | Indigenous_peoples_of_Arizona |
| 2898.0 | Abdul_Rashid_Dostum |
| 2903.0 | The_Diary_of_a_Young_Girl |
| 2904.0 | Kabylia |
| 2912.0 | Archaeoastronomy |
| 2914.0 | French_hip_hop |
| 2915.0 | Gh_hip_hop |
| 2918.0 | Argument_from_ignorance |
| 2922.0 | AIM_(software) |
| 2929.0 | Armillary_sphere |
| 2937.0 | Algemeen_Nijmeegs_Studentenblad |
| 2951.0 | Louis_Althusser |
| 2969.0 | Aurora |
| 2970.0 | Aurora |
| 2971.0 | Abstraction_(computer_science) |
| 2977.0 | American_Sign_Language |
| 2993.0 | Amputation |
| 2996.0 | HMS_Ark_Royal |
| 2998.0 | Acceleration |
| 3000.0 | AD_Police_Files |
| 3005.0 | Apadravya |
| 3006.0 | Ampallang |
| 3008.0 | Albinism |
| 3009.0 | Analcime |
| 3023.0 | Archimedes'_screw |
| 3024.0 | Multiplication |
| 3033.0 | Antenna_(radio) |
| 3039.0 | Shadrach,_Meshach,_and_Abednego |
| 3041.0 | Acanthocephala |
| 3042.0 | Alcobaça |
| 3051.0 | Clan_McDuck |
| 3057.0 | List_of_Donald_Duck_universe_characters |
| 3059.0 | Athlon |
| 3062.0 | Duck_family_(Disney) |
| 3063.0 | Asperger_syndrome |
| 3066.0 | Authoritarianism |
| 3086.0 | İskenderun |
| 3099.0 | AbiWord |
| 3106.0 | AirPort |
| 3114.0 | Amiga_500 |
| 3126.0 | Ahriman |
| 3136.0 | Concept |
| 3139.0 | Apostle_(disambiguation) |
| 3154.0 | Fairchild_Republic_A-10_Thunderbolt_II |
| 3156.0 | Albrecht_Dürer |
| 3163.0 | Anthroposophy |
| 3164.0 | Evidence_of_common_descent |
| 3166.0 | A.C._Milan |
| 3180.0 | Anomaly |
| 3182.0 | Avenger |
| 3187.0 | Agglutination |
| 3190.0 | Ascending_chain_condition |
| 3197.0 | A._E._Housman |
| 3208.0 | Antidepressant |
| 3210.0 | Alexander_Rutskoy |
| 3215.0 | Multivibrator |
| 3219.0 | Actor |
| 3220.0 | Artificial_intelligence |
| 3223.0 | Ai |
| 3227.0 | Azores |
| 3230.0 | Relative_atomic_mass |
| 3232.0 | Anthropic_principle |
| 3247.0 | Roman_Catholic_Archdiocese_for_the_Military_Services,_USA |
| 3248.0 | Archaeopteryx |
| 3254.0 | Amuck! |
| 3260.0 | Line_Islands |
| 3264.0 | Aborigine |
| 3276.0 | Antiterrorism_and_Effective_Death_Penalty_Act_of_1996 |
| 3280.0 | Bomis |
| 3281.0 | Biblical_hermeneutics |
| 3282.0 | Baltic_Sea |
| 3283.0 | Ballroom_dance |
| 3284.0 | Biology |
| 3288.0 | Bill_Clinton |
| 3290.0 | Biblical_canon |
| 3298.0 | The_Buddha |
| 3299.0 | Bijection,_injection_and_surjection |
| 3300.0 | Buddhism |
| 3303.0 | Baltimore_Ravens |
| 3307.0 | Aaron |
| 3311.0 | List_of_business_schools_in_Asia |
| 3317.0 | The_Birth_of_a_Nation |
| 3318.0 | Boethius |
| 3320.0 | Mental_event |
| 3322.0 | Business_school |
| 3323.0 | Britney_Spears |
| 3326.0 | Baby_One_More_Time |
| 3327.0 | Binomial_distribution |
| 3329.0 | Binomial_distribution |
| 3330.0 | Biochemistry |
| 3342.0 | Germany |
| 3344.0 | Basic |
| 3346.0 | Robert_Byrd |
| 3349.0 | Business_school |
| 3366.0 | Commonwealth_of_Nations |
| 3369.0 | Board_game |
| 3373.0 | Outline_of_biology |
| 3407.0 | Baruch_Spinoza |
| 3409.0 | Ontology |
| 3413.0 | Batch_processing |
| 3418.0 | Basil |
| 3424.0 | BBC_Radio_1 |
| 3425.0 | BBC_Online |
| 3433.0 | Visual_impairment |
| 3445.0 | Alcohol_intoxication |
| 3448.0 | Steer_wrestling |
| 3480.0 | Royal_Bahamas_Defence_Force |
| 3481.0 | Foreign_relations_of_the_Bahamas |
| 3484.0 | Bahrain |
| 3492.0 | Baker_Island |
| 3493.0 | Baker_Island |
| 3494.0 | Baker_Island |
| 3496.0 | Baker_Island |
| 3509.0 | Foreign_relations_of_Bangladesh |
| 3510.0 | Foreign_relations_of_Bangladesh |
| 3519.0 | Foreign_relations_of_Barbados |
| 3522.0 | Bassas_da_India |
| 3524.0 | Bassas_da_India |
| 3527.0 | Bassas_da_India |
| 3529.0 | Bassas_da_India |
| 3539.0 | Telecommunications_in_Belarus |
| 3548.0 | Foreign_relations_of_Belgium |
| 3549.0 | Belgium |
| 3550.0 | Foreign_relations_of_Belgium |
| 3551.0 | Belgium |
| 3578.0 | Bermuda |
| 3587.0 | Bhutan |
| 3600.0 | Cultural_depictions_of_blindness |
| 3619.0 | Botswana_Defence_Force |
| 3622.0 | Bouvet_Island |
| 3623.0 | Bouvet_Island |
| 3624.0 | Bouvet_Island |
| 3625.0 | Bouvet_Island |
| 3626.0 | Bouvet_Island |
| 3627.0 | Bouvet_Island |
| 3628.0 | Bouvet_Island |
| 3640.0 | British_Indian_Ocean_Territory |
| 3641.0 | British_Indian_Ocean_Territory |
| 3642.0 | British_Indian_Ocean_Territory |
| 3643.0 | British_Indian_Ocean_Territory |
| 3644.0 | British_Indian_Ocean_Territory |
| 3645.0 | British_Indian_Ocean_Territory |
| 3646.0 | British_Indian_Ocean_Territory |
| 3647.0 | British_Indian_Ocean_Territory |
| 3656.0 | British_Virgin_Islands |
| 3686.0 | Geography_of_Myanmar |
| 3689.0 | Economy_of_Myanmar |
| 3690.0 | Telecommunications_in_Myanmar |
| 3723.0 | BSE |
| 3726.0 | Breakdancing |
| 3732.0 | Bhangra |
| 3737.0 | Baptists |
| 3739.0 | BSD_licenses |
| 3762.0 | Länder |
| 3763.0 | Bavaria |
| 3767.0 | Bundeskanzler |
| 3770.0 | Cabinet_of_Germany |
| 3773.0 | Der_Blaue_Reiter |
| 3781.0 | Mumbai |
| 3790.0 | Bodybuilding |
| 3791.0 | Bryan_MacLean |
| 3796.0 | Biblical_canon |
| 3803.0 | Strike_zone |
| 3804.0 | Slugging_percentage |
| 3818.0 | Babel_fish |
| 3820.0 | Mental_event |
| 3824.0 | Babel_fish |
| 3830.0 | Bryce_Canyon_National_Park |
| 3831.0 | Encyclopædia_Britannica |
| 3847.0 | Taste |
| 3855.0 | Origins_of_baseball |
| 3871.0 | Substance_theory |
| 3879.0 | Statistics |
| 3913.0 | Binary_operation |
| 3920.0 | The_Beatles |
| 3922.0 | Road_bicycle |
| 3934.0 | Baby_boom |
| 3935.0 | Buddhism |
| 3966.0 | Border_Gateway_Protocol |
| 3972.0 | Cycling |
| 3991.0 | BITS |
| 3994.0 | Benoit_Mandelbrot |
| 4003.0 | Pierre_Beaumarchais |
| 4014.0 | Bipolar_disorder |
| 4021.0 | Common_Era |
| 4022.0 | Common_Era |
| 4025.0 | BC |
| 4026.0 | Buckminster_Fuller |
| 4034.0 | Encyclopædia_Britannica_Eleventh_Edition |
| 4038.0 | Banach–Tarski_paradox |
| 4040.0 | BC |
| 4090.0 | Bitwise_operation |
| 4105.0 | Outline_of_biochemistry |
| 4122.0 | B-roll |
| 4126.0 | Ballroom_dance |
| 4129.0 | CIM-10_Bomarc |
| 4151.0 | Brainfuck |
| 4167.0 | Utility_knife |
| 4174.0 | Six_Degrees_of_Kevin_Bacon |
| 4186.0 | Bacteriostatic_agent |
| 4201.0 | Francesco_Borromini |
| 4212.0 | Bolsheviks |
| 4215.0 | Brian_De_Palma |
| 4221.0 | North_American_B-25_Mitchell |
| 4222.0 | Berry_Berenson |
| 4226.0 | Brewster's_angle |
| 4238.0 | The_Bronx |
| 4252.0 | Baháʼí_Faith |
| 4253.0 | Red_Army_Faction |
| 4265.0 | Titius–Bode_law |
| 4268.0 | The_Boston_Globe |
| 4272.0 | Elbląg |
| 4273.0 | Elbląg |
| 4275.0 | Gdańsk |
| 4276.0 | Oder |
| 4290.0 | Buddhism |
| 4291.0 | Buddhism |
| 4303.0 | University_of_Brighton |
| 4328.0 | Bohemia |
| 4336.0 | Bosnia_and_Herzegovina |
| 4412.0 | Binary_Synchronous_Communications |
| 4415.0 | ETA_(separatist_group) |
| 4426.0 | Brownian_motion |
| 4428.0 | Bacillus_thuringiensis |
| 4435.0 | Baltic_languages |
| 4439.0 | Baptists |
| 4464.0 | Book_of_Zechariah |
| 4466.0 | Black_Sox_Scandal |
| 4486.0 | Buckminsterfullerene |
| 4509.0 | GNU_Free_Documentation_License |
| 4521.0 | Bubble_sort |
| 4523.0 | Bipolar_disorder |
| 4530.0 | Blue_screen |
| 4562.0 | Pub |
| 4564.0 | Bitter_(beer) |
| 4586.0 | Greek_fire |
| 4590.0 | Brachycephaly |
| 4593.0 | Battleship_(game) |
| 4597.0 | Beryl |
| 4599.0 | Boleslaus_I |
| 4600.0 | Bolesław_III_Wrymouth |
| 4605.0 | Battle_of_the_Nile |
| 4612.0 | Bird |
| 4623.0 | Great_Britain_and_Ireland |
| 4632.0 | Monarchy_of_the_United_Kingdom |
| 4634.0 | Bombardier |
| 4655.0 | Alliance_90/The_Greens |
| 4656.0 | Shogun |
| 4657.0 | Arbitration |
| 4663.0 | Basil_of_Caesarea |
| 4666.0 | C*-algebra |
| 4678.0 | Computer_font |
| 4696.0 | Prime_Minister_of_the_United_Kingdom |
| 4697.0 | List_of_United_Kingdom_general_elections |
| 4703.0 | Bob_Dylan |
| 4716.0 | Bohemia |
| 4720.0 | Epistle_to_the_Hebrews |
| 4740.0 | International_Bureau_of_Weights_and_Measures |
| 4747.0 | Blu_Tack |
| 4750.0 | Bodhidharma |
| 4773.0 | Balfour_Declaration |
| 4784.0 | Normal_distribution |
| 4790.0 | German_Navy |
| 4798.0 | Bronze_Age |
| 4799.0 | Bicameral_mentality |
| 4808.0 | Arbitrary-precision_arithmetic |
| 4812.0 | Battle_of_Świecino |
| 4830.0 | Bohr_model |
| 4837.0 | Befehlshaber_der_U-Boote |
| 4844.0 | Symmetry_in_biology |
| 4846.0 | Symmetry_in_biology |
| 4853.0 | Wrocław |
| 4855.0 | Basso_continuo |
| 4889.0 | Semi-trailer_truck |
| 4891.0 | Ballet |
| 4901.0 | Daiquiri |
| 4903.0 | Boson |
| 4919.0 | Bipolar_II_disorder |
| 4920.0 | October_Revolution |
| 4923.0 | List_of_Bubblegum_Crisis_characters |
| 4932.0 | Basal_body_temperature |
| 4938.0 | Branch_predictor |
| 4939.0 | Gambling |
| 4954.0 | Battle_of_Świecino |
| 4962.0 | Batting_average_(baseball) |
| 4977.0 | Battle_of_Adrianople |
| 4984.0 | Battle_of_Adrianople |
| 4985.0 | Battle_of_the_Ardennes |
| 4998.0 | Operation_Aphrodite |
| 5010.0 | Mexican_tetra |
| 5012.0 | The_Adventures_of_Brisco_County,_Jr. |
| 5017.0 | The_Book_of_Counted_Sorrows |
| 5018.0 | Anal_sex |
| 5022.0 | B._F._Skinner |
| 5044.0 | Beast_of_Bodmin_Moor |
| 5054.0 | List_of_sovereign_states |
| 5055.0 | Computing |
| 5056.0 | Software |
| 5057.0 | Common_sense |
| 5058.0 | Celtic_music |
| 5060.0 | List_of_sovereign_states |
| 5061.0 | List_of_sovereign_states |
| 5062.0 | List_of_sovereign_states |
| 5063.0 | List_of_sovereign_states |
| 5064.0 | List_of_sovereign_states |
| 5065.0 | List_of_sovereign_states |
| 5066.0 | COBOL |
| 5067.0 | Christianity |
| 5068.0 | List_of_sovereign_states |
| 5069.0 | List_of_sovereign_states |
| 5070.0 | List_of_sovereign_states |
| 5071.0 | List_of_sovereign_states |
| 5072.0 | Country |
| 5073.0 | List_of_sovereign_states |
| 5074.0 | List_of_sovereign_states |
| 5075.0 | List_of_sovereign_states |
| 5076.0 | List_of_sovereign_states |
| 5077.0 | List_of_sovereign_states |
| 5078.0 | List_of_sovereign_states |
| 5079.0 | List_of_sovereign_states |
| 5080.0 | List_of_sovereign_states |
| 5081.0 | List_of_sovereign_states |
| 5082.0 | List_of_sovereign_states |
| 5085.0 | Berlin |
| 5088.0 | List_of_sovereign_states |
| 5089.0 | Cantor_set |
| 5093.0 | Cold_War |
| 5097.0 | Cryptography |
| 5098.0 | Cryptography |
| 5099.0 | Cryptanalysis |
| 5100.0 | Code |
| 5101.0 | Encryption |
| 5103.0 | Charleston |
| 5104.0 | Consequentialism |
| 5105.0 | On_the_Consolation_of_Philosophy |
| 5107.0 | Regress_argument |
| 5110.0 | Consciousness |
| 5112.0 | Charlie_Chaplin |
| 5115.0 | Khmer_language |
| 5120.0 | Chordate |
| 5121.0 | Combinatorics |
| 5122.0 | Constellation |
| 5123.0 | Cognitive_therapy |
| 5125.0 | Category_theory |
| 5126.0 | Summary_statistics |
| 5128.0 | Comedy_film |
| 5129.0 | Cult_film |
| 5130.0 | List_of_sovereign_states |
| 5133.0 | Charlize_Theron |
| 5137.0 | Cluster_sampling |
| 5138.0 | Cumulative_distribution_function |
| 5140.0 | Comedy_film |
| 5141.0 | Cult_film |
| 5143.0 | Cryptography |
| 5146.0 | Hash_function |
| 5149.0 | Computer_hardware |
| 5167.0 | Central_tendency |
| 5168.0 | Checkers |
| 5173.0 | Probability_distribution |
| 5181.0 | Continent |
| 5182.0 | Constitution |
| 5186.0 | List_of_sovereign_states |
| 5198.0 | Canadian_Armed_Forces |
| 5202.0 | List_of_cities_in_Canada |
| 5206.0 | Algorithmic_art |
| 5208.0 | List_of_sovereign_states |
| 5209.0 | The_World_Factbook |
| 5210.0 | C._S._Lewis |
| 5220.0 | Complex_number |
| 5227.0 | Chessboard |
| 5231.0 | Old_World_monkey |
| 5238.0 | List_of_sovereign_states |
| 5239.0 | Countable_set |
| 5242.0 | Ciliate |
| 5258.0 | Computer_data_storage |
| 5264.0 | Computer_monitor |
| 5283.0 | Cryptomonad |
| 5287.0 | Classical_music |
| 5289.0 | Card_game |
| 5290.0 | Casino_game |
| 5291.0 | PC_game |
| 5292.0 | Collectible_card_game |
| 5297.0 | Character_(computing) |
| 5303.0 | Conic_section |
| 5310.0 | Computer_hardware |
| 5318.0 | Time-sharing |
| 5319.0 | Computer_multitasking |
| 5341.0 | List_of_sovereign_states |
| 5343.0 | Constitution_of_Canada |
| 5345.0 | Colloid |
| 5356.0 | Cancer_cluster |
| 5359.0 | Collectible_card_game |
| 5365.0 | Ichthys |
| 5369.0 | Birth_control |
| 5392.0 | Coriander |
| 5393.0 | Coriander |
| 5396.0 | Chris_Morris |
| 5400.0 | List_of_sovereign_states |
| 5410.0 | Poales |
| 5414.0 | Wargame |
| 5418.0 | Capitalism |
| 5419.0 | Computer |
| 5423.0 | Cross-examination |
| 5425.0 | Class_conflict |
| 5426.0 | Compression |
| 5435.0 | Royal_Cambodian_Armed_Forces |
| 5441.0 | C_(programming_language) |
| 5442.0 | Constructed_language |
| 5444.0 | Regress_argument |
| 5445.0 | Class_conflict |
| 5457.0 | Civilization_(video_game) |
| 5476.0 | Cayman_Islands |
| 5501.0 | Christmas_Island |
| 5502.0 | Christmas_Island |
| 5503.0 | Christmas_Island |
| 5504.0 | Christmas_Island |
| 5505.0 | Christmas_Island |
| 5506.0 | Christmas_Island |
| 5507.0 | Christmas_Island |
| 5508.0 | Christmas_Island |
| 5511.0 | Clipperton_Island |
| 5512.0 | Clipperton_Island |
| 5513.0 | Clipperton_Island |
| 5514.0 | Clipperton_Island |
| 5515.0 | Clipperton_Island |
| 5516.0 | Clipperton_Island |
| 5517.0 | Clipperton_Island |
| 5518.0 | Clipperton_Island |
| 5521.0 | Cocos_(Keeling)_Islands |
| 5522.0 | Cocos_(Keeling)_Islands |
| 5524.0 | Cocos_(Keeling)_Islands |
| 5525.0 | Cocos_(Keeling)_Islands |
| 5526.0 | Cocos_(Keeling)_Islands |
| 5527.0 | Cocos_(Keeling)_Islands |
| 5528.0 | Cocos_(Keeling)_Islands |
| 5542.0 | Coral_Sea_Islands |
| 5543.0 | Coral_Sea_Islands |
| 5544.0 | Coral_Sea_Islands |
| 5545.0 | Coral_Sea_Islands |
| 5546.0 | Coral_Sea_Islands |
| 5547.0 | Coral_Sea_Islands |
| 5548.0 | Coral_Sea_Islands |
| 5549.0 | Coral_Sea_Islands |
| 5601.0 | Cypriot_National_Guard |
| 5604.0 | Czech_Republic |
| 5607.0 | Demographics_of_the_Czech_Republic |
| 5608.0 | Politics_of_the_Czech_Republic |
| 5612.0 | Army_of_the_Czech_Republic |
| 5613.0 | Foreign_relations_of_the_Czech_Republic |
| 5616.0 | Creutzfeldt–Jakob_disease |
| 5618.0 | A_Clockwork_Orange |
| 5620.0 | Stroke |
| 5628.0 | Compiler |
| 5631.0 | Gruyère_cheese |
| 5632.0 | Cheese_Shop_sketch |
| 5634.0 | List_of_decades,_centuries,_and_millennia |
| 5650.0 | Comet |
| 5652.0 | Computer_network |
| 5677.0 | Cerebrospinal_fluid |
| 5680.0 | Chief_executive_officer |
| 5683.0 | Trade_fair |
| 5687.0 | University_of_Cambridge |
| 5731.0 | Capitalism |
| 5737.0 | Cross-cutting |
| 5741.0 | Monetary_policy |
| 5746.0 | Hash_function |
| 5747.0 | Key_(cryptography) |
| 5753.0 | Sexual_intercourse |
| 5764.0 | Charlie_Chaplin |
| 5773.0 | Carroll_O'Connor |
| 5780.0 | Chaco_Culture_National_Historical_Park |
| 5788.0 | Cretaceous–Paleogene_extinction_event |
| 5792.0 | Probability_distribution |
| 5798.0 | Closeted |
| 5799.0 | Coming_out |
| 5801.0 | Ecumenical_council |
| 5802.0 | Council_of_Trent |
| 5803.0 | Second_Vatican_Council |
| 5842.0 | Foreign_relations_of_Colombia |
| 5852.0 | Foreign_relations_of_the_Czech_Republic |
| 5856.0 | Holy_Roman_Empire |
| 5870.0 | Comics |
| 5871.0 | Tachycardia |
| 5875.0 | Jargon |
| 5877.0 | CORAL |
| 5880.0 | Comment_(computer_programming) |
| 5900.0 | Megacorporation |
| 5908.0 | Counterpoint |
| 5911.0 | Continuum_hypothesis |
| 5913.0 | Catalysis |
| 5915.0 | Catalysis |
| 5924.0 | Christian_eschatology |
| 5925.0 | Color |
| 5953.0 | Claude_Monet |
| 5960.0 | Genetic_code |
| 5968.0 | Computer_music |
| 5975.0 | Call_of_Cthulhu_(role-playing_game) |
| 5978.0 | Kyoto_Protocol |
| 5983.0 | Computer_science |
| 6012.0 | Church–Turing_thesis |
| 6017.0 | Cruise_missile |
| 6018.0 | Call_of_Cthulhu |
| 6022.0 | Cell_biology |
| 6030.0 | Chronic_fatigue_syndrome |
| 6031.0 | Chronic_fatigue_syndrome |
| 6032.0 | Chronic_fatigue_syndrome |
| 6033.0 | Chronic_fatigue_syndrome |
| 6037.0 | Continuous_function |
| 6043.0 | Critical_point_(thermodynamics) |
| 6053.0 | CE |
| 6054.0 | CE |
| 6055.0 | CD-ROM |
| 6063.0 | Cartoonist |
| 6065.0 | Sine_and_cosine |
| 6067.0 | Common_Lisp |
| 6070.0 | Orange_(colour) |
| 6071.0 | Black |
| 6074.0 | Orange_(colour) |
| 6076.0 | Cyan |
| 6077.0 | Black |
| 6078.0 | White |
| 6086.0 | Cauchy_sequence |
| 6087.0 | Nicolaus_Copernicus |
| 6089.0 | Creationism |
| 6098.0 | Carolingian_Renaissance |
| 6142.0 | Cardinal_number |
| 6150.0 | Blanching_(cooking) |
| 6178.0 | Cardinal |
| 6179.0 | Buddhist_cuisine |
| 6190.0 | Five-spice_powder |
| 6196.0 | Self-replicating_machine |
| 6197.0 | Self-replicating_machine |
| 6202.0 | London_Convention_on_the_Prevention_of_Marine_Pollution_by_Dumping_of_Wastes_and_Other_Matter |
| 6204.0 | Ramsar_Convention |
| 6219.0 | Claudio_Monteverdi |
| 6223.0 | Comics |
| 6228.0 | List_of_ancient_Celtic_peoples_and_tribes |
| 6236.0 | Champagne_socialist |
| 6240.0 | Celtic_languages |
| 6242.0 | Glossary_of_climbing_terms |
| 6243.0 | Cascade_Range |
| 6263.0 | Charles_Darwin |
| 6266.0 | Climate_change |
| 6269.0 | Wipe_(transition) |
| 6278.0 | Banach_space |
| 6287.0 | Lists_of_cities_by_country |
| 6302.0 | Classical_element |
| 6307.0 | Aether_(classical_element) |
| 6311.0 | College_football |
| 6345.0 | Central_dogma_of_molecular_biology |
| 6348.0 | Medal_of_Honor |
| 6368.0 | Chōshū |
| 6461.0 | Wuxing_(Chinese_philosophy) |
| 6464.0 | Mobile_phone |
| 6470.0 | Computational_linguistics |
| 6500.0 | Lists_of_universities_and_colleges |
| 6502.0 | Clean_Air_Act_(United_States) |
| 6510.0 | Color_space |
| 6515.0 | Lists_of_atheists |
| 6522.0 | Chief_executive_officer |
| 6524.0 | Clam_dip |
| 6531.0 | Chinese_cuisine |
| 6553.0 | Context-free_grammar |
| 6554.0 | Computer_graphics |
| 6564.0 | Conjunction_elimination |
| 6573.0 | Widewuto |
| 6581.0 | Musique_concrète |
| 6594.0 | Casimir_IV_Jagiellon |
| 6595.0 | Computer_vision |
| 6605.0 | Citric_acid_cycle |
| 6609.0 | Stork |
| 6622.0 | Coelenterata |
| 6625.0 | Catholic_Church |
| 6646.0 | List_of_ancient_Germanic_peoples |
| 6657.0 | Catholic_Church |
| 6668.0 | Mousse |
| 6676.0 | Consociationalism |
| 6685.0 | Coca-Cola |
| 6699.0 | Plato |
| 6709.0 | Tree_(data_structure) |
| 6712.0 | Compressor |
| 6714.0 | Comic_book |
| 6726.0 | Antisemitism_in_Christianity |
| 6737.0 | Dhole |
| 6738.0 | Red_wolf |
| 6740.0 | Coyote |
Let's turn these redirect table entries into the same format as the edge links - that is, with an article ID both for the source and the destination:
val redirectsWithDstID = spark.sql("""SELECT enwiki_redirect.rd_from AS src,
enwiki_page.page_id AS dst,
enwiki_redirect.rd_title AS dst_title
FROM enwiki_redirect INNER JOIN enwiki_page
ON enwiki_redirect.rd_title = enwiki_page.page_title""")
redirectsWithDstID.createOrReplaceTempView("redirectsWithDstID")
val redirectsWithIDs = spark.sql("""SELECT redirectsWithDstID.src,
redirectsWithDstID.dst,
enwiki_page.page_title AS src_title,
redirectsWithDstID.dst_title
FROM redirectsWithDstID INNER JOIN enwiki_page
ON enwiki_page.page_id = redirectsWithDstID.src""")
display(redirectsWithIDs)
| src | dst | src_title | dst_title |
|---|---|---|---|
| 53.0 | 1171.0 | Abbreviations | Abbreviation |
| 251.0 | 2709.0 | AberdeenSouthDakota | Aberdeen,_South_Dakota |
| 255.0 | 339.0 | AynRand | Ayn_Rand |
| 296.0 | 184552.0 | ActressesS | Lists_of_actors |
| 858.0 | 2710.0 | AU | Au |
| 918.0 | 1078.0 | Anti-semitism | Antisemitism |
| 939.0 | 1.8950736e7 | Automated_Alice/VIII | Automated_Alice |
| 970.0 | 1.8934564e7 | AmbientCalculusOnline | Ambient_calculus |
| 1199.0 | 2136.0 | Angle_tribe | Angles |
| 1238.0 | 21785.0 | Atomic_bomb | Nuclear_weapon |
| 1339.0 | 1338.0 | Americans_with_Disabilities_Act_of_1990/Findings_and_Purposes | Americans_with_Disabilities_Act_of_1990 |
| 1342.0 | 1400.0 | A.D | Anno_Domini |
| 1533.0 | 1520.0 | Aix-la-Chapelle | Aachen |
| 1561.0 | 192974.0 | Aidan_of_Dalriada | Áedán_mac_Gabráin |
| 1699.0 | 69607.0 | Alfonso_VI | Alfonso_VI_of_León_and_Castile |
| 1745.0 | 23834.0 | Anastasius_IV | Pope_Anastasius_IV |
| 1766.0 | 47264.0 | Asteroid_Belt | Asteroid_belt |
| 1903.0 | 1902.0 | American_Airlines_flight_77 | American_Airlines_Flight_77 |
| 1959.0 | 2.6668156e7 | Automatic_telephone_exchange | Telephone_exchange |
| 2249.0 | 186151.0 | Amplify | Amplification |
| 2261.0 | 1.8932608e7 | Analog_Magazine | Analog_Science_Fiction_and_Fact |
| 2479.0 | 20481.0 | Al-Manamah | Manama |
| 2525.0 | 4.8370461e7 | AlJazeera | Al_Jazeera |
| 2572.0 | 1252.0 | Arians | Arianism |
| 2655.0 | 1046.0 | Abatement_in_litigation | Abatement |
| 2656.0 | 1046.0 | Abatement_of_false_lights | Abatement |
| 2659.0 | 771.0 | American_war_of_independence | American_Revolutionary_War |
| 2711.0 | 1514856.0 | Aberdeenshire/Aberdeenshire1911 | Aberdeenshire_(historic) |
| 2771.0 | 7221088.0 | Air_conditioner | Air_conditioning |
| 2776.0 | 1078.0 | Anti-Semite | Antisemitism |
| 2821.0 | 27553.0 | Axiomatic_Set_Theory | Set_theory |
| 2888.0 | 2889.0 | Amorphous | Amorphous_solid |
| 2914.0 | 53185.0 | African_rap_in_France | French_hip_hop |
| 2971.0 | 60491.0 | Abstraction_in_object-oriented_programming | Abstraction_(computer_science) |
| 2996.0 | 14292.0 | Ark_Royal | HMS_Ark_Royal |
| 3000.0 | 2284718.0 | A.D._Police:_Dead_End_City | AD_Police_Files |
| 3008.0 | 4.5105839e7 | Albino | Albinism |
| 3042.0 | 2.4737268e7 | Alcobaca | Alcobaça |
| 3062.0 | 77548.0 | Abner_Duck | Duck_family_(Disney) |
| 3220.0 | 1164.0 | A.I. | Artificial_intelligence |
| 3425.0 | 638514.0 | BBC/Online | BBC_Online |
| 3790.0 | 4360.0 | BodyBuilding | Bodybuilding |
| 3796.0 | 2.7857492e7 | Books_of_the_Bible | Biblical_canon |
| 3913.0 | 3948.0 | BinaryOperation | Binary_operation |
| 4126.0 | 3332.0 | Ballroom_dancing | Ballroom_dance |
| 4167.0 | 4168.0 | Box-cutter_knives | Utility_knife |
| 4186.0 | 153831.0 | Bacteriostat | Bacteriostatic_agent |
| 4291.0 | 3267529.0 | Buddhists | Buddhism |
| 4415.0 | 9926.0 | Basque_Fatherland_and_Liberty | ETA_(separatist_group) |
| 4612.0 | 3410.0 | Birds | Bird |
| 4697.0 | 2.5767603e7 | United_Kingdom_general_election | List_of_United_Kingdom_general_elections |
| 4773.0 | 4820.0 | Balfour_declaration | Balfour_Declaration |
| 4798.0 | 4620.0 | Bronze_age | Bronze_Age |
| 4799.0 | 2181792.0 | Bicameral_mind | Bicameral_mentality |
| 4923.0 | 1.3682978e7 | Boomeroid | List_of_Bubblegum_Crisis_characters |
| 5055.0 | 5213.0 | ComputinG | Computing |
| 5061.0 | 68253.0 | CountriesN | List_of_sovereign_states |
| 5071.0 | 68253.0 | CountriesK | List_of_sovereign_states |
| 5074.0 | 68253.0 | CountriesH | List_of_sovereign_states |
| 5100.0 | 5225.0 | CodE | Code |
| 5110.0 | 5664.0 | ConsciousNess | Consciousness |
| 5140.0 | 5644.0 | Comedy_Film | Comedy_film |
| 5173.0 | 23543.0 | Continuous_Random_Variable | Probability_distribution |
| 5287.0 | 6668778.0 | Classical_Music | Classical_music |
| 5345.0 | 5346.0 | Colloids | Colloid |
| 5457.0 | 6259.0 | Civilization/video_game | Civilization_(video_game) |
| 5513.0 | 5510.0 | Clipperton_Island/People | Clipperton_Island |
| 5518.0 | 5510.0 | Clipperton_Island/Military | Clipperton_Island |
| 5527.0 | 5520.0 | Transport_in_the_Cocos_(Keeling)_Islands | Cocos_(Keeling)_Islands |
| 5543.0 | 5541.0 | Coral_Sea_Islands/Geography | Coral_Sea_Islands |
| 5803.0 | 28134.0 | Catholicism/Second_Vatican_Council | Second_Vatican_Council |
| 6142.0 | 6173.0 | Cardinal_numbers | Cardinal_number |
| 6204.0 | 195228.0 | Convention_on_Wetlands_of_International_Importance_Especially_As_Waterfowl_Habitat | Ramsar_Convention |
| 6266.0 | 5042951.0 | Climate_Change | Climate_change |
| 6500.0 | 5252.0 | Colleges_and_universities/OldList | Lists_of_universities_and_colleges |
| 6622.0 | 1779159.0 | Coelenterates | Coelenterata |
| 6737.0 | 8626.0 | Cuon_alpinus | Dhole |
| 6741.0 | 4269567.0 | Canis_familiaris | Dog |
| 6864.0 | 1484989.0 | Chromosome_walking | Primer_walking |
| 6937.0 | 13998.0 | Containment_hierarchy | Hierarchy |
| 6953.0 | 150211.0 | Chang_San-feng | Zhang_Sanfeng |
| 7098.0 | 53133.0 | COPPA | Children's_Online_Privacy_Protection_Act |
| 7417.0 | 7411.0 | Constitution_of_Canada/1867_V_Provincial_Constitutions | Constitution_of_Canada |
| 7644.0 | 4930.0 | Colin_Fulcher | Barney_Bubbles |
| 7666.0 | 7655.0 | Clay_math_prize | Clay_Mathematics_Institute |
| 7726.0 | 15129.0 | Cow_story | You_have_two_cows |
| 7744.0 | 3359456.0 | Cell_incubator | Incubator_(culture) |
| 7880.0 | 8495.0 | DataSeT | Data_set |
| 7987.0 | 4009259.0 | Defensive_team | American_football_positions |
| 8105.0 | 13883.0 | Data_compression/Huffman_coding | Huffman_coding |
| 8423.0 | 5936580.0 | DragonMagazine | Dragon_Magazine |
| 8665.0 | 7888.0 | D.W._Griffith | D._W._Griffith |
| 8755.0 | 20018.0 | Distance_function | Metric_space |
| 8803.0 | 816386.0 | Danewerk | Danevirke |
| 8911.0 | 8900.0 | Discriminatory | Discrimination |
| 8924.0 | 8968.0 | Devanagiri | Devanagari |
| 8928.0 | 8930.0 | Denis_Arkadievich_Kaufman | Dziga_Vertov |
| 8977.0 | 39289.0 | Design_by_Contract | Design_by_contract |
| 9006.0 | 8778.0 | Daniel_Ortega_Saavedra | Daniel_Ortega |
| 9097.0 | 8968.0 | Devangari_alphabet | Devanagari |
| 9181.0 | 9223.0 | EconomicS | Economics |
| 9182.0 | 9700.0 | EdwinAustinAbbey | Edwin_Austin_Abbey |
| 9293.0 | 9454.0 | Establishing_Shot | Establishing_shot |
| 9416.0 | 9407.0 | Europa_Island/Transnational_issues | Europa_Island |
| 9435.0 | 61069.0 | Frederic_Henry | A_Farewell_to_Arms |
| 9465.0 | 1890.0 | English_language/American_English | American_English |
| 10022.0 | 51791.0 | E.163 | E.164 |
| 10143.0 | 125412.0 | East_Brunswick | East_Brunswick,_New_Jersey |
| 10532.0 | 2.3976719e7 | FootBall | Football |
| 10558.0 | 10869.0 | FrequencyProbability | Frequentist_probability |
| 10567.0 | 226981.0 | FiniteMathematics | Finite_mathematics |
| 10587.0 | 2672356.0 | Film_Techniques | Cinematic_techniques |
| 10605.0 | 10844.0 | FrenchMaterialism | French_materialism |
| 10611.0 | 2518541.0 | Film_History/Russia | Cinema_of_Russia |
| 10745.0 | 10737.0 | French_Polynesia/Military | French_Polynesia |
| 10768.0 | 10724.0 | Military_of_French_Guiana | French_Armed_Forces |
| 10840.0 | 11012.0 | FORTH | Forth_(programming_language) |
| 11014.0 | 11379.0 | Famous_Scotsmen | List_of_Scots |
| 11106.0 | 11125.0 | Francesco_Boromini | Francesco_Borromini |
| 11316.0 | 10890.0 | Fundamental_forces | Fundamental_interaction |
| 11450.0 | 2.6526175e7 | Friedrich_II | Frederick_II |
| 11482.0 | 11059.0 | Five_pillars_of_Islam | Five_Pillars_of_Islam |
| 11487.0 | 1.89336e7 | File_Formats | File_format |
| 11500.0 | 11501.0 | Federated_States_of_Micronesia/Transport | Transportation_in_the_Federated_States_of_Micronesia |
| 11578.0 | 4.9417917e7 | Facism | Fascism_(disambiguation) |
| 11808.0 | 11807.0 | Ferromagnetic | Ferromagnetism |
| 11858.0 | 1.8723138e7 | Games | Game |
| 11897.0 | 13236.0 | GNU/HURD | GNU_Hurd |
| 11911.0 | 25475.0 | Games/RolePlaying | Role-playing_game |
| 11912.0 | 2.6654282e7 | Games/TradingCard | Collectible_card_game |
| 11936.0 | 13224.0 | Germany/History | History_of_Germany |
| 12006.0 | 570227.0 | Godzilla_on_Monster_Island | Godzilla_vs._Gigan |
| 12085.0 | 7607314.0 | Military_of_Gibraltar | Gibraltar |
| 12169.0 | 12166.0 | Demographics_of_Guernsey | Guernsey |
| 12210.0 | 11985.0 | Graffiti_art | Graffiti |
| 12238.0 | 12024.0 | General_Relativity | General_relativity |
| 12530.0 | 38579.0 | Gravitational_interaction | Gravity |
| 12626.0 | 12612.0 | General_Aviation | General_aviation |
| 12757.0 | 1.8938782e7 | GNU_Free_Documentation_License/Secondary_sections | GNU_Free_Documentation_License |
| 13170.0 | 11830.0 | GT40 | Ford_GT40 |
| 13188.0 | 13207.0 | HecTor | Hector |
| 13368.0 | 51429.0 | HyperReal_numbers | Hyperreal_number |
| 13500.0 | 2.3191617e7 | Typed_link | Link_relation |
| 13504.0 | 31353.0 | Hitch_Hikers_Guide_to_the_Galaxy | The_Hitchhiker's_Guide_to_the_Galaxy |
| 13720.0 | 3.354326e7 | Higher_Criticism. | Historical_criticism |
| 13745.0 | 14045.0 | Humprey_Bogart | Humphrey_Bogart |
| 13751.0 | 2.366126e7 | Heterozygote | Zygosity |
| 13832.0 | 13834.0 | Hello_world | \"Hello,_World!\"_program |
| 13916.0 | 59701.0 | Harry_Potter/Broom | Broom |
| 13997.0 | 41821.0 | Hierarchical_tree_structure | Tree_structure |
| 14044.0 | 13509.0 | Howard_Philips_Lovecraft | H._P._Lovecraft |
| 14075.0 | 54033.0 | Horse_Breed | List_of_horse_breeds |
| 14284.0 | 549333.0 | Hemochromatosis | Iron_overload |
| 14332.0 | 88412.0 | Haenir | Hœnir |
| 14514.0 | 15049.0 | IndianapolisColts | Indianapolis_Colts |
| 14525.0 | 194373.0 | Independents | Independent |
| 14556.0 | 2.2393474e7 | Input/Output_Device | Input/output |
| 14770.0 | 14727.0 | Military_of_the_Isle_of_Man | Isle_of_Man |
| 14771.0 | 1.13051e7 | Isle_of_Man/Transnational_issues | External_relations_of_the_Isle_of_Man |
| 14846.0 | 2.3430752e7 | I.R.S. | Internal_Revenue_Service |
| 15003.0 | 1.856704e7 | Mental_deficiency | Intellectual_disability |
| 15026.0 | 19048.0 | Inertial_mass | Mass |
| 15060.0 | 15059.0 | Isaac_Bonewits_laws_of_magic | Isaac_Bonewits |
| 15157.0 | 15459.0 | ICD-CM | International_Classification_of_Diseases |
| 15162.0 | 5144840.0 | Intel_Pentium | Pentium |
| 15173.0 | 6037917.0 | Islamic | Islam |
| 15202.0 | 13998.0 | Immediate_subordinate | Hierarchy |
| 15348.0 | 519280.0 | Intelligent | Intelligence |
| 15557.0 | 62699.0 | JapanConstitution/ChapterOne | Constitution_of_Japan |
| 15558.0 | 62699.0 | JapanConstitution/ChapterTwo | Constitution_of_Japan |
| 15594.0 | 1095706.0 | JesusChrist | Jesus |
| 15727.0 | 15724.0 | Juan_de_Nova_Island/People | Juan_de_Nova_Island |
| 15840.0 | 23805.0 | John_Paul_II | Pope_John_Paul_II |
| 15957.0 | 16509.0 | Jeanne_of_Arc | Joan_of_Arc |
| 16503.0 | 31411.0 | Jake_McDuck | Clan_McDuck |
| 16532.0 | 452493.0 | Flow_through_nozzles | De_Laval_nozzle |
| 16601.0 | 16616.0 | KingCrimson | King_Crimson |
| 16706.0 | 12235.0 | Kokturks | Göktürks |
| 16798.0 | 16796.0 | Kuiper_Belt | Kuiper_belt |
| 16819.0 | 230961.0 | K-12_School | K–12 |
| 16924.0 | 2.0647197e7 | K56flex | Modem |
| 17008.0 | 27069.0 | Kierkegaard | Søren_Kierkegaard |
| 17036.0 | 327489.0 | Kimberley_Classic | Pale_lager |
| 17074.0 | 17073.0 | Kanchenjuna | Kangchenjunga |
| 17113.0 | 2201563.0 | Keyed_sequential_data_set | Key_Sequenced_Data_Set |
| 17223.0 | 379671.0 | K_and_R | The_C_Programming_Language |
| 17225.0 | 6021.0 | K_and_R_C | C_(programming_language) |
| 17347.0 | 25927.0 | Kurchatovium | Rutherfordium |
| 17437.0 | 7953994.0 | Karine_A | Karine_A_affair |
| 17438.0 | 16959.0 | Katyusha_rockets | Katyusha_rocket_launcher |
| 17508.0 | 17514.0 | LatviA | Latvia |
| 17525.0 | 17627.0 | LiberaL | Liberal |
| 17613.0 | 17615.0 | Lewis_and_Clark | Lewis_and_Clark_Expedition |
| 17678.0 | 2226.0 | Logical_fallacy/Ad_Hominem | Ad_hominem |
| 17679.0 | 39057.0 | Logical_fallacy/Straw_Man | Straw_man |
| 17708.0 | 244629.0 | Law_of_physics | Scientific_law |
| 17751.0 | 18496.0 | Loveparade | Love_Parade |
| 17969.0 | 17972.0 | Louis_the_pious | Louis_the_Pious |
| 18105.0 | 251399.0 | Large-scale_structure_of_the_Cosmos | Observable_universe |
| 18107.0 | 9767.0 | Lords_Supper | Eucharist |
| 18174.0 | 12634.0 | List_of_Greek_islands | List_of_islands_of_Greece |
| 18296.0 | 10972.0 | Loding | Fenrir |
| 18405.0 | 543568.0 | Lorentz_invariance | Lorentz_covariance |
| 18502.0 | 18499.0 | Leftists | Left-wing_politics |
| 18660.0 | 17626.0 | Labour_union | Trade_union |
| 18741.0 | 18887.0 | MetaPhilosophy | Metaphilosophy |
| 18746.0 | 18859.0 | MichigaN | Michigan |
| 18750.0 | 20087.0 | ModularArithmetic | Modular_arithmetic |
| 18782.0 | 19325.0 | MonIsm | Monism |
| 18818.0 | 1.3675377e7 | MetaWiki | History_of_wikis |
| 18827.0 | 18887.0 | Meta-Philosophy | Metaphilosophy |
| 18860.0 | 19447.0 | MathematicalGroup | Group_(mathematics) |
| 18944.0 | 4.2796964e7 | Methodological_naturalism | Naturalism_(philosophy) |
| 19317.0 | 19318.0 | Marylin_Monroe | Marilyn_Monroe |
| 19335.0 | 19338.0 | Mountain_Range | Mountain_range |
| 19480.0 | 18866.0 | Macbeth/Act_III_Scene_v | Macbeth |
| 19685.0 | 2.4698694e7 | Mythology | Myth |
| 19915.0 | 18984.0 | Mongol | Mongols |
| 19949.0 | 10585.0 | Mastigophora | Flagellate |
| 20020.0 | 20640.0 | MacOS_X | MacOS |
| 20052.0 | 18830.0 | Magic_the_Gathering | Magic:_The_Gathering |
| 20058.0 | 19999.0 | Microprogram. | Microcode |
| 20135.0 | 4.3423305e7 | Marines_(disambiguation) | Marine |
| 20163.0 | 200877.0 | Maze_generation_algorthims | Maze_generation_algorithm |
| 20382.0 | 8609564.0 | Marsh_USA | Marsh_McLennan |
| 20409.0 | 20408.0 | Marie_Sklodowska-Curie | Marie_Curie |
| 20425.0 | 20426.0 | Metonic | Metonic_cycle |
| 20473.0 | 20474.0 | Mohs_hardness_scale | Mohs_scale_of_mineral_hardness |
| 20490.0 | 88003.0 | Menstrual | Menstrual_cycle |
| 20506.0 | 233403.0 | Medieval_siege_weaponry | Siege_engine |
| 20519.0 | 5643937.0 | Mathematics_of_musical_scales | Music_and_mathematics |
| 20554.0 | 204504.0 | Millenia | Millennium |
| 20982.0 | 3189.0 | Minimum_condition | Ascending_chain_condition |
| 21016.0 | 1.858223e7 | Marsh_Gas | Methane |
| 21077.0 | 2.615557e7 | NuPedia | Nupedia |
| 21116.0 | 5.6571945e7 | NASCAR_Championship | NASCAR_Cup_Series |
| 21126.0 | 8210131.0 | New_York_(U.S._state) | New_York_(state) |
| 21130.0 | 21211.0 | NFL | National_Football_League |
| 21528.0 | 5591552.0 | Nintendo_Gameboy | Game_Boy |
| 21603.0 | 7851.0 | Nuclear_Test_Ban | Comprehensive_Nuclear-Test-Ban_Treaty |
| 21700.0 | 21699.0 | Ninevah | Nineveh |
| 21884.0 | 21523.0 | Neural_nets | Artificial_neural_network |
| 21909.0 | 3.1045316e7 | Nazis | Nazism |
| 22064.0 | 39807.0 | Nature_versus_nurture_debate | Nature_versus_nurture |
| 22215.0 | 1.8842359e7 | Oceans | Ocean |
| 22364.0 | 453372.0 | Object_orientation | Object |
| 22414.0 | 22362.0 | Ordered_pairs | Ordered_pair |
| 22432.0 | 22433.0 | Orang_utan | Orangutan |
| 22502.0 | 3009731.0 | O_Sensei | Sensei |
| 22521.0 | 72335.0 | Onanism | Onan |
| 22845.0 | 23486.0 | PhilZimmermann | Phil_Zimmermann |
| 22857.0 | 24113.0 | PresidentOfTheUnitedStates | President_of_the_United_States |
| 22884.0 | 7576966.0 | PierreDeFermat | Pierre_de_Fermat |
| 22917.0 | 23289.0 | Persistence_of_Vision | Persistence_of_vision |
| 23086.0 | 2.1431937e7 | Poker_equipment | Glossary_of_poker_terms |
| 23120.0 | 2.4527593e7 | Straight_flush | List_of_poker_hands |
| 23136.0 | 75691.0 | No_limit_(poker) | Betting_in_poker |
| 23215.0 | 6675.0 | Political_conservative | Conservatism |
| 23271.0 | 1583825.0 | Paper,_Scissor,_Stone | Paper,_Scissors,_Stone |
| 23286.0 | 23005.0 | Philip_K._Dick/The_Galactic_Pot_Healer | Philip_K._Dick |
| 23455.0 | 23450.0 | Pitcairn_Islands/Economy | Pitcairn_Islands |
| 23457.0 | 23450.0 | Transportation_on_the_Pitcairn_Islands | Pitcairn_Islands |
| 23487.0 | 468436.0 | PSTN | Public_switched_telephone_network |
| 23523.0 | 1368.0 | Programming_language/assembly | Assembly_language |
| 23581.0 | 23276.0 | Philosophers | Philosopher |
| 23609.0 | 217578.0 | Phases | Phase |
| 23993.0 | 1886819.0 | Prelude_In_G_Major | G_major |
| 24128.0 | 2.7643777e7 | Physics_instrumentation | Measuring_instrument |
| 24200.0 | 9233734.0 | Parc | PARC |
| 24299.0 | 24324.0 | PLO | Palestine_Liberation_Organization |
| 24504.0 | 23745.0 | Pokemon | Pokémon |
| 24526.0 | 22986.0 | Political | Politics |
| 24719.0 | 238253.0 | Pornografic_film | Pornographic_film |
| 25092.0 | 3.3434315e7 | PR_Watch | Center_for_Media_and_Democracy |
| 25168.0 | 25169.0 | Quentin_Tarrantino | Quentin_Tarantino |
| 25196.0 | 480513.0 | Cities_of_Qatar | List_of_cities_in_Qatar |
| 25355.0 | 25410.0 | RhodeIsland | Rhode_Island |
| 25512.0 | 210339.0 | Rap_music/Bass | Miami_bass |
| 25627.0 | 86772.0 | History_of_Reunion | Réunion |
| 25909.0 | 25389.0 | Robert_A_Heinlein | Robert_A._Heinlein |
| 26070.0 | 28506.0 | Rocket_propulsion | Spacecraft_propulsion |
| 26087.0 | 1.933731e7 | Rodentia | Rodent |
| 26120.0 | 25475.0 | Role_playing_game | Role-playing_game |
| 26165.0 | 9775.0 | Rough_ER | Endoplasmic_reticulum |
| 26178.0 | 162321.0 | Rest_mass | Invariant_mass |
| 26258.0 | 26306.0 | RnF | Radon_difluoride |
| 26528.0 | 7706.0 | Rectangular_coordinate_system | Cartesian_coordinate_system |
| 26548.0 | 26547.0 | Rugby_Union_Five_Nations_Championship/Results | Six_Nations_Championship |
| 26623.0 | 27159.0 | SherlockHolmes | Sherlock_Holmes |
| 26635.0 | 162255.0 | SwingDance | Swing_(dance) |
| 26636.0 | 26787.0 | ScienceFiction | Science_fiction |
| 26729.0 | 63780.0 | Sporangia | Sporangium |
| 26778.0 | 26915.0 | SapirWhorfHypothesis | Linguistic_relativity |
| 26796.0 | 1.7157886e7 | StarTrek | Star_Trek |
| 26801.0 | 2.8222625e7 | Sega_hardware | Sega |
| 27030.0 | 27022.0 | South_Korea/Language | Demographics_of_South_Korea |
| 27039.0 | 191302.0 | Swedish_municipality | Municipalities_of_Sweden |
| 27780.0 | 27616.0 | Sun/Sunspot | Sunspot |
| 27938.0 | 27939.0 | Stockholm/history | History_of_Stockholm |
| 27966.0 | 11041.0 | Saussure,_Ferdinand_de | Ferdinand_de_Saussure |
| 27974.0 | 43948.0 | Star_Formation | Star_formation |
| 28124.0 | 30644.0 | Stranglers/Golden_Brown | Golden_Brown |
| 28298.0 | 30320.0 | The_Strand_(Band) | Sex_Pistols |
| 28315.0 | 28314.0 | SNES | Super_Nintendo_Entertainment_System |
| 28331.0 | 894164.0 | Stubs | Stub |
| 28346.0 | 59173.0 | Superego | Id,_ego_and_super-ego |
| 28497.0 | 3.3103292e7 | Sputnik_program | List_of_spacecraft_called_Sputnik |
| 28836.0 | 28837.0 | Siege_towers | Siege_tower |
| 28883.0 | 41676.0 | Saturated | Saturation |
| 28905.0 | 1708335.0 | Sanger_method | Sanger_sequencing |
| 29061.0 | 5564386.0 | Suffix_morpheme | Suffix |
| 29117.0 | 14337.0 | Sexual_practices | Human_sexual_activity |
| 29194.0 | 13861.0 | Southamptonshire | Hampshire |
| 29220.0 | 29219.0 | Stone_age | Stone_Age |
| 29225.0 | 1.1993966e7 | Schnorkel | Submarine_snorkel |
| 29566.0 | 11757.0 | Sacramento_class_support_ship | Fast_combat_support_ship |
| 29653.0 | 29660.0 | State_Terrorism | State_terrorism |
| 29714.0 | 9302.0 | TheExistenceOfPhysicalObjects | Existence |
| 29719.0 | 30104.0 | TheProblemOfEvil | Problem_of_evil |
| 29744.0 | 29932.0 | The_Origin_of_Species/Chapter_10 | On_the_Origin_of_Species |
| 29746.0 | 29932.0 | The_Origin_of_Species/Chapter_12 | On_the_Origin_of_Species |
| 29791.0 | 24022.0 | Therapy/Physical | Physical_therapy |
| 29894.0 | 292279.0 | The_Simpsons/Elizabeth_Hoover | List_of_recurring_The_Simpsons_characters |
| 29997.0 | 1338.0 | The_Americans_with_Disabilites_Act_of_1990/Definitions | Americans_with_Disabilities_Act_of_1990 |
| 30105.0 | 1.5247542e7 | The_rationality_of_atheism | Atheism |
| 30183.0 | 30178.0 | Tromelin_Island/Economy | Tromelin_Island |
| 30218.0 | 642023.0 | Turks_and_Caicos_Islands/History | History_of_the_Turks_and_Caicos_Islands |
| 30219.0 | 30217.0 | Turks_and_Caicos_Islands/Geography | Turks_and_Caicos_Islands |
| 30238.0 | 1.1081176e7 | Mind-body_problem | Mind–body_problem |
| 30438.0 | 30439.0 | Totalitarian | Totalitarianism |
| 30626.0 | 34558.0 | Twentieth_Century | 20th_century |
| 30880.0 | 182444.0 | Thermoplasticity | Thermoplastic |
| 30970.0 | 923188.0 | The_play | Play |
| 31254.0 | 77634.0 | The_Junior_Woodchucks | Junior_Woodchucks |
| 31345.0 | 6896054.0 | Tabulating_Computing_Recording_Corporation | Computing-Tabulating-Recording_Company |
| 31380.0 | 49508.0 | The_Valkyrie | Die_Walküre |
| 31689.0 | 32022.0 | United_States/Economy | Economy_of_the_United_States |
| 31694.0 | 1.8618239e7 | United_States/States | U.S._state |
| 31763.0 | 4738483.0 | Delegates_of_American_Samoa_to_the_United_States_Congress | American_Samoa's_at-large_congressional_district |
| 31873.0 | 3434750.0 | USA | United_States |
| 31912.0 | 31641.0 | UseMod | UseModWiki |
| 31951.0 | 5741224.0 | Alternative_words_for_American | Demonyms_for_the_United_States |
| 31987.0 | 2.343106e7 | UCS-16 | Universal_Coded_Character_Set |
| 32102.0 | 31737.0 | U.S._Supreme_Court | Supreme_Court_of_the_United_States |
| 32109.0 | 54412.0 | Unicycling | Unicycle |
| 32246.0 | 1.7349325e7 | US_Marines | United_States_Marine_Corps |
| 32309.0 | 957.0 | Umbelliferae | Apiaceae |
| 32670.0 | 32669.0 | Vodun | West_African_Vodun |
| 32672.0 | 28736.0 | Velocity_of_light | Speed_of_light |
| 32860.0 | 4764461.0 | WorldWarOne | World_War_I |
| 32866.0 | 32908.0 | WarsaW | Warsaw |
| 32871.0 | 5042765.0 | WhatIsGod | God |
| 33141.0 | 33139.0 | World_wide_web | World_Wide_Web |
| 33197.0 | 33189.0 | Military_of_Wake_Island | Wake_Island |
| 33200.0 | 33199.0 | History_of_Wallis_and_Futuna | Wallis_and_Futuna |
| 33437.0 | 2.0541773e7 | Wind_generator | Wind_turbine |
| 33484.0 | 6669354.0 | Worms/Full_Wormage | Worms_(1995_video_game) |
| 34029.0 | 6669354.0 | Worms_computer_games/Roper | Worms_(1995_video_game) |
| 34509.0 | 9810476.0 | Zombie_(folklore) | Zombie |
| 35536.0 | 11378.0 | 1_Corinthians | First_Epistle_to_the_Corinthians |
| 35554.0 | 202611.0 | 3100_BC | 31st_century_BC |
| 35571.0 | 42682.0 | 1674_BC | 1670s_BC |
| 35626.0 | 30964.0 | 3_John | Third_Epistle_of_John |
| 35947.0 | 203673.0 | 1_E+10_m² | Orders_of_magnitude_(area) |
| 35950.0 | 203673.0 | 1_E+12_m² | Orders_of_magnitude_(area) |
| 35951.0 | 203673.0 | 1_E+7_m² | Orders_of_magnitude_(area) |
| 35982.0 | 203433.0 | 1_metre | Orders_of_magnitude_(length) |
| 35988.0 | 203433.0 | 1e5_m | Orders_of_magnitude_(length) |
| 36074.0 | 203433.0 | 1_micrometre | Orders_of_magnitude_(length) |
| 36100.0 | 203451.0 | 1_E-43_s | Orders_of_magnitude_(time) |
| 36106.0 | 203451.0 | 1_E38_s | Orders_of_magnitude_(time) |
| 36108.0 | 203451.0 | 1_E14_s | Orders_of_magnitude_(time) |
| 36143.0 | 26873.0 | 1_E7_s | Second |
| 36154.0 | 36156.0 | 1_E-4_s | Microsecond |
| 36155.0 | 36156.0 | 1_E-5_s | Microsecond |
| 36222.0 | 4940.0 | List_of_20th_century_brass_instrumentalists | Brass_instrument |
| 36580.0 | 104909.0 | Dauphin_Island | Dauphin_Island,_Alabama |
| 36706.0 | 8718425.0 | Circumsission | Circumcision |
| 36709.0 | 18271.0 | Lamberghini | Lamborghini |
| 36846.0 | 36845.0 | Jean_Henri_Dunant | Henry_Dunant |
| 36966.0 | 30983.0 | Testerone | Testosterone |
| 37006.0 | 2667451.0 | Sorcerers_apprentice_mode | Sorcerer's_Apprentice_Syndrome |
| 37116.0 | 31898.0 | UNFCCC | United_Nations_Framework_Convention_on_Climate_Change |
| 37195.0 | 71949.0 | Tok_Pisin_language | Tok_Pisin |
| 37210.0 | 3679017.0 | Shichi_Narabe | Domino_(card_game) |
| 37215.0 | 76029.0 | Duckburg | Donald_Duck_universe |
| 37251.0 | 37287.0 | Scooby_Doo | Scooby-Doo |
| 37343.0 | 3.7980916e7 | Monarchist | Monarchism |
| 37372.0 | 220872.0 | Diez_y_Seis_de_Septiembre | Cry_of_Dolores |
| 37415.0 | 34341.0 | Years | Year |
| 37482.0 | 64083.0 | Junkfood | Junk_food |
| 37497.0 | 37496.0 | Englishman's_knot | Fisherman's_knot |
| 37498.0 | 37496.0 | Waterman's_knot | Fisherman's_knot |
| 37679.0 | 26847.0 | Socialist | Socialism |
| 37705.0 | 2.1566765e7 | South_Asian_History | South_Asia |
| 37768.0 | 37767.0 | Badge_collecting | Patch_collecting |
| 37788.0 | 1.8932365e7 | Bono_Act | Copyright_Term_Extension_Act |
| 37790.0 | 1.8932365e7 | CTEA | Copyright_Term_Extension_Act |
| 37818.0 | 5314.0 | Charlimagne | Charlemagne |
| 37820.0 | 5314.0 | Charlamaine | Charlemagne |
| 38004.0 | 32817.0 | Vladimir_V._Putin | Vladimir_Putin |
| 38111.0 | 18934.0 | Prophet_Muhammad | Muhammad |
| 38146.0 | 38145.0 | LANL | Los_Alamos_National_Laboratory |
| 38159.0 | 4087869.0 | Radlab | Rad_Lab |
| 38220.0 | 38214.0 | The_Illuminatus_Trilogy | The_Illuminatus!_Trilogy |
| 38395.0 | 30359.0 | Tiber_river | Tiber |
| 38451.0 | 39378.0 | Distances | Distance |
| 38456.0 | 23195.0 | Crude_oil | Petroleum |
| 38544.0 | 32037.0 | Ursula_LeGuin | Ursula_K._Le_Guin |
| 38562.0 | 2.8469166e7 | H_Bar | H-bar |
| 38621.0 | 663861.0 | Private_IP_address | Private_network |
| 38704.0 | 11457.0 | Beato_Angelico | Fra_Angelico |
| 38758.0 | 82898.0 | Dolby_AC-3 | Dolby_Digital |
| 38806.0 | 38826.0 | Wenceslas_IV_the_Drunkard | Wenceslaus_IV_of_Bohemia |
| 38850.0 | 6099.0 | Carboxyl_group | Carboxylic_acid |
| 38928.0 | 248189.0 | Gaia_Hypothesis | Gaia_hypothesis |
| 38946.0 | 540154.0 | Banana,_Congo | Banana,_Democratic_Republic_of_the_Congo |
| 38991.0 | 203433.0 | 1e25_m | Orders_of_magnitude_(length) |
| 39016.0 | 4477.0 | Beach_Boys | The_Beach_Boys |
| 39037.0 | 43125.0 | Dowding | Hugh_Dowding |
| 39067.0 | 231495.0 | Coherent | Coherence |
| 39121.0 | 67762.0 | Holy_Innocents | Massacre_of_the_Innocents |
| 39153.0 | 217373.0 | Miljopartiet | Green_Party_(Sweden) |
| 39161.0 | 21289.0 | Nautical_miles | Nautical_mile |
| 39167.0 | 9843028.0 | Arms_(disambiguation) | Arms |
| 39259.0 | 5.6538779e7 | Henry_Mustin | Henry_C._Mustin |
| 39433.0 | 39432.0 | Stephen_A._Cook | Stephen_Cook |
| 39513.0 | 1.4944095e7 | 1345_(summary) | 1345 |
| 39671.0 | 39669.0 | Dengue_hemorrhagic_fever | Dengue_fever |
| 39716.0 | 39715.0 | Fertile_crescent | Fertile_Crescent |
| 39788.0 | 27931.0 | Pretty_Soldier_Sailor_Moon | Sailor_Moon |
| 39827.0 | 39825.0 | Project_Matterhorn | Princeton_Plasma_Physics_Laboratory |
| 39867.0 | 2756109.0 | Petrus_peregrinus | Petrus_Peregrinus_de_Maricourt |
| 40391.0 | 9707.0 | Pauling_scale | Electronegativity |
| 40496.0 | 60970.0 | Londons | London_(disambiguation) |
| 40585.0 | 33291.0 | WYSIAYG | WYSIWYG |
| 40736.0 | 41586.0 | Attenuation_constant | Propagation_constant |
| 40739.0 | 4011838.0 | Audible_ringing_tone | Ringing_tone |
| 40824.0 | 6968491.0 | Busy_hour | Busy-hour_call_attempts |
| 40889.0 | 7143.0 | Code-division | Code-division_multiple_access |
| 40945.0 | 5258912.0 | Conductive_coupling | Direct_coupling |
| 41006.0 | 234654.0 | Decollimation | Collimated_beam |
| 41011.0 | 41296.0 | Dejitterizer | Jitter |
| 41065.0 | 4254345.0 | Doubly_clad_fiber | Double-clad_fiber |
| 41114.0 | 3055674.0 | Equilibrium_length | Equilibrium_mode_distribution |
| 41141.0 | 271708.0 | Far-field_region | Near_and_far_field |
| 41399.0 | 25767.0 | Near_real-time | Real-time_computing |
| 41575.0 | 41107.0 | Pre-emphasis_network | Emphasis_(telecommunications) |
| 41647.0 | 41176.0 | Reframing_time | Frame_synchronization |
| 41704.0 | 202094.0 | Signal_processing_gain | Process_gain |
| 41738.0 | 1.8675102e7 | Standard_test_tone | Reference_tone |
| 41751.0 | 604831.0 | Store-and-forward_switching_center | Store_and_forward |
| 41768.0 | 28738.0 | Synchronizing | Synchronization |
| 41772.0 | 573528.0 | System_lifecycle | Systems_development_life_cycle |
| 41780.0 | 15476.0 | TCP/IP_Suite | Internet_protocol_suite |
| 41788.0 | 182745.0 | Thermal_noise | Johnson–Nyquist_noise |
| 41814.0 | 3.6254613e7 | Transmit_flow_control | Flow_control |
| 41838.0 | 2103451.0 | UPT_environment | Universal_Personal_Telecommunications |
| 41911.0 | 1177329.0 | Second_market | Secondary_market |
| 42033.0 | 26743.0 | Freudian | Sigmund_Freud |
| 42102.0 | 4764461.0 | 1st_World_War | World_War_I |
| 42119.0 | 42120.0 | Ras_Tafari | Haile_Selassie |
| 42129.0 | 7490861.0 | Tape_storage | Magnetic-tape_data_storage |
| 42381.0 | 42380.0 | Pennywhistle | Tin_whistle |
| 42430.0 | 1920222.0 | Electric_fencing | Electric_fence |
| 42533.0 | 1.8934701e7 | History_of_Bouvet_Island | Bouvet_Island |
| 42589.0 | 1.0518745e7 | Capet-Anjou | Capetian_House_of_Anjou |
| 42666.0 | 1.3108745e7 | Zerg | Races_of_StarCraft |
| 42733.0 | 53160.0 | Q_ship | Q-ship |
| 42824.0 | 2251.0 | Accusative | Accusative_case |
| 42988.0 | 2.3141006e7 | Orcs | Orc |
| 43072.0 | 4750452.0 | Umlauts | Umlaut |
| 43212.0 | 378598.0 | Urochordata | Tunicate |
| 43239.0 | 1.1604567e7 | 2001_U.S._Attack_on_the_Taliban/Timeline_January_2002 | 2002_in_Afghanistan |
| 43286.0 | 43284.0 | Java_RMI | Java_remote_method_invocation |
| 43302.0 | 287939.0 | Rogue-o-matic | Rog-O-Matic |
| 43419.0 | 44828.0 | Roman_hills | Seven_hills_of_Rome |
| 43458.0 | 491301.0 | Jin_dynasty | Jin |
| 43588.0 | 43589.0 | Fluorspar | Fluorite |
| 43891.0 | 203875.0 | 1_E-14_kg | Orders_of_magnitude_(mass) |
| 43943.0 | 43942.0 | Petri-dish | Petri_dish |
| 43953.0 | 2.7104735e7 | Speed_trap | Speed_limit_enforcement |
| 44111.0 | 1.0743994e7 | Foley_artist | Foley_(filmmaking) |
| 44123.0 | 42975.0 | Hubble_Constant | Hubble's_law |
| 44141.0 | 6.0160417e7 | Medieval_Climate_Optimum | Medieval_Warm_Period |
| 44407.0 | 44406.0 | Zarathushtra | Zoroaster |
| 44522.0 | 58439.0 | Transformational-Generative_Grammar | Transformational_grammar |
| 44595.0 | 2.1504235e7 | Actors_and_actresses | Actor |
| 44913.0 | 8504.0 | Dublin,_Ireland | Dublin |
| 44964.0 | 2815865.0 | Thwaites_Ice_Tongue | Thwaites_Glacier |
| 45011.0 | 2.1347057e7 | UNIX-like | Unix-like |
| 45054.0 | 18081.0 | Liverpudlian | Liverpool |
| 45111.0 | 42686.0 | 1606_BC | 1600s_BC_(decade) |
| 45151.0 | 144144.0 | Curly_brace_family | List_of_programming_languages_by_type |
| 45215.0 | 26791.0 | Satirical | Satire |
| 45398.0 | 3157936.0 | Australopethicines | Australopithecine |
| 45615.0 | 247725.0 | Augustus_III | Augustus_III_of_Poland |
| 45731.0 | 18947.0 | Meters | Metre |
| 45781.0 | 37803.0 | Cubist | Cubism |
| 46011.0 | 6784.0 | Citizen | Citizenship |
| 46166.0 | 38404.0 | Classless_routing | Classless_Inter-Domain_Routing |
| 46420.0 | 2.2228064e7 | Parkinson's_Disease | Parkinson's_disease |
| 46448.0 | 870329.0 | War_and_Peace_in_Russia,_1796-1825 | History_of_Russia_(1796–1855) |
| 46491.0 | 570856.0 | Hippocratic_corpus | Hippocratic_Corpus |
| 46506.0 | 849.0 | Heavier_than_air_flight | Aircraft |
| 46546.0 | 468436.0 | Public_Switched_Telephone_network | Public_switched_telephone_network |
| 46579.0 | 22468.0 | Usama_bin_laden | Osama_bin_Laden |
| 46586.0 | 22468.0 | Usama_Binladin | Osama_bin_Laden |
| 46685.0 | 870354.0 | Russian_Foreign_Affairs_after_the_Crimean_War | History_of_Russia_(1855–1892) |
| 46708.0 | 850127.0 | List_of_Senators_and_Representatives_of_Ohio | United_States_congressional_delegations_from_Ohio |
| 46739.0 | 46704.0 | CBTPA | Consumer_Broadband_and_Digital_Television_Promotion_Act |
| 46781.0 | 2776501.0 | Optical_astronomy | Visible-light_astronomy |
| 46801.0 | 46795.0 | Mono_lake | Mono_Lake |
| 46887.0 | 46884.0 | Japanese-American_relocation | Internment_of_Japanese_Americans |
| 46952.0 | 31975.0 | US_State_Department | United_States_Department_of_State |
| 46974.0 | 1.9344515e7 | Guardian_newspaper | The_Guardian |
| 47097.0 | 2376155.0 | Unknown_DJ | The_Unknown_DJ |
| 47116.0 | 16890.0 | NuqneH | Klingon_language |
| 47231.0 | 2396933.0 | Lares_(Roman_deities) | Lares |
| 47238.0 | 47235.0 | Psyche_(asteroid) | 16_Psyche |
| 47250.0 | 1.9003265e7 | Planet_Neptune | Neptune |
| 47252.0 | 44469.0 | Planet_Pluto | Pluto |
| 47268.0 | 3007285.0 | Navaho | Navajo |
| 47283.0 | 910926.0 | Topological_subspace | Subspace_topology |
| 47302.0 | 158974.0 | Stock_brokers | Stockbroker |
| 47457.0 | 31990.0 | Ultraviolet_energy | Ultraviolet |
| 47573.0 | 53782.0 | Mackinaw_trout | Lake_trout |
| 47597.0 | 3338.0 | Bronx_County,_New_York | The_Bronx |
| 47655.0 | 45207.0 | Satellite_communications | Communications_satellite |
| 47664.0 | 102671.0 | Dassault | Dassault_Group |
| 47666.0 | 200128.0 | BAe_Systems | BAE_Systems |
| 47753.0 | 47752.0 | Domesday_book | Domesday_Book |
| 47983.0 | 12448.0 | Ganges_river | Ganges |
| 47987.0 | 155534.0 | ARP | Arp |
| 47989.0 | 12293.0 | Graphical_Computer | Graphical_user_interface |
| 48174.0 | 30731.0 | Argument_from_design | Teleological_argument |
| 48206.0 | 233403.0 | Medieval_siege_weapon | Siege_engine |
| 48254.0 | 6172.0 | Cantor_dust | Cantor_set |
| 48599.0 | 554469.0 | Rock_strata | Stratum |
| 48659.0 | 1.2800642e7 | Skunk_Weed | Skunk_weed |
| 48871.0 | 48863.0 | Freshwater_sunfish | Centrarchidae |
| 48942.0 | 2.3994165e7 | Retrograde_orbit | Retrograde_and_prograde_motion |
| 49094.0 | 133295.0 | Tactical_Shooter | Tactical_shooter |
| 49101.0 | 34199.0 | Chinese_chess | Xiangqi |
| 49182.0 | 26514.0 | Roald_Hoffman | Roald_Hoffmann |
| 49267.0 | 3942.0 | Bijective | Bijection |
| 49429.0 | 330206.0 | Differentiable | Differentiable_function |
| 49442.0 | 866991.0 | Grand_conjunction | Great_conjunction |
| 49712.0 | 41551.0 | Quadrature_phase-shift_keying | Phase-shift_keying |
| 49713.0 | 29048.0 | Single-sideband_emission | Single-sideband_modulation |
| 49807.0 | 1242956.0 | Gross_national_product_(finance) | Gross_national_income |
| 49809.0 | 36218.0 | 2010_-_Odyssey_Two | 2010:_Odyssey_Two |
| 49869.0 | 4.0124159e7 | Umayad_dynasty | Umayyad_dynasty |
| 49963.0 | 50637.0 | Giant_redwood | Sequoiadendron_giganteum |
| 50155.0 | 4.1249202e7 | Italian_Red_Brigade | Red_Brigades |
| 50320.0 | 1.5092842e7 | Credit_money | Credit_theory_of_money |
| 50343.0 | 3.0865437e7 | Ranching | Ranch |
| 50359.0 | 2.5454239e7 | Masculinism | Masculism |
| 50417.0 | 15532.0 | Integral_calculus | Integral |
| 50483.0 | 70117.0 | Flood_plain | Floodplain |
| 50546.0 | 2.7310655e7 | Card_Captor_Sakura | Cardcaptor_Sakura |
| 50792.0 | 50795.0 | TIE_Advanced | TIE_fighter |
| 50954.0 | 26428.0 | Rosetta_stone | Rosetta_Stone |
| 51071.0 | 101336.0 | High-temperature_superconductor | High-temperature_superconductivity |
| 51214.0 | 188773.0 | Offroad_cycling | Mountain_biking |
| 51321.0 | 37699.0 | East_Asian_history | History_of_East_Asia |
| 51373.0 | 51563.0 | The_Luzhin_Defense | The_Luzhin_Defence |
| 51415.0 | 41997.0 | Twin_prime_conjecture | Twin_prime |
| 51501.0 | 1.3915586e7 | Rolling_barrage | Barrage_(artillery) |
| 51536.0 | 7016168.0 | IBM_Token_ring | Token_Ring |
| 51571.0 | 50347.0 | Multivariate_gaussian_distribution | Multivariate_normal_distribution |
| 51750.0 | 51758.0 | Terceet | Tercet |
| 51820.0 | 51822.0 | Allegany_River | Allegheny_River |
| 51979.0 | 34276.0 | October_war | Yom_Kippur_War |
| 51994.0 | 31627.0 | Dorpat | Tartu |
| 52195.0 | 49710.0 | 2120s_BC | 22nd_century_BC |
| 52218.0 | 3.1195579e7 | TGZ_(disambiguation) | TGZ |
| 52297.0 | 9736652.0 | Temporal_masking | Auditory_masking |
| 52559.0 | 33833.0 | W_Quine | Willard_Van_Orman_Quine |
| 52573.0 | 19738.0 | Metrisable_space | Metrizable_space |
| 52643.0 | 52642.0 | Van_de_Graff_generator | Van_de_Graaff_generator |
| 52670.0 | 47646.0 | Hippy | Hippie |
| 52697.0 | 7530.0 | Cro-Hook | Cro-hook |
| 52712.0 | 52711.0 | Leonardo_di_Caprio | Leonardo_DiCaprio |
| 52829.0 | 8769.0 | Dutch_west_india_company | Dutch_West_India_Company |
| 52984.0 | 52983.0 | Hot_sand_frying | Hot_salt_frying |
| 53158.0 | 3609782.0 | Naval_warfare_tactic | Naval_tactics |
| 53168.0 | 29475.0 | S-3_viking | Lockheed_S-3_Viking |
| 53172.0 | 188641.0 | Green_movement | Green_politics |
| 53381.0 | 3684625.0 | Periods_of_architecture | History_of_architecture |
| 53449.0 | 495383.0 | Probabalistic_algorithm | Randomized_algorithm |
| 53845.0 | 2936.0 | Alaskan_Panhandle | Southeast_Alaska |
| 53871.0 | 53869.0 | Wa-Tho-Huck | Jim_Thorpe |
| 53872.0 | 53869.0 | Bright_Path | Jim_Thorpe |
| 53957.0 | 34625.0 | Fourteenth_Century | 14th_century |
| 53963.0 | 1.8938115e7 | Twenty-first_Century | 21st_century |
| 53969.0 | 16227.0 | Jerome_David_Kern | Jerome_Kern |
| 53976.0 | 3010.0 | Alan_Lerner | Alan_Jay_Lerner |
| 54046.0 | 167109.0 | Bramble_fruit | Bramble |
| 54264.0 | 4372722.0 | Peoples_Republic_of_China/History | History_of_the_People's_Republic_of_China |
| 54272.0 | 37770.0 | Sevilla | Seville |
| 54282.0 | 34002.0 | William_ODwyer | William_O'Dwyer |
| 54321.0 | 16774.0 | Karl_Donitz | Karl_Dönitz |
| 54624.0 | 20270.0 | MC68000 | Motorola_68000 |
| 54642.0 | 8166749.0 | Gas-electric_hybrid_engine | Hybrid_electric_vehicle |
| 54823.0 | 27085.0 | Star_Trek/Chakotay | Chakotay |
| 54844.0 | 27075.0 | Star_Trek/ENT_Episode_List | List_of_Star_Trek:_Enterprise_episodes |
| 54880.0 | 4.4946818e7 | Wu_Hu_barbarians | Wu_Hu |
| 54984.0 | 54980.0 | Adirondack_mountain | Adirondack_Mountains |
| 55035.0 | 763392.0 | Battle_of_red_Cliffs | Battle_of_Red_Cliffs |
| 55131.0 | 18390.0 | Lavrentii_Beria | Lavrentiy_Beria |
| 55197.0 | 55196.0 | Adula_Alps | Lepontine_Alps |
| 55198.0 | 1185102.0 | The_Alps_of_Bavaria,_the_Vorarlberg,_and_Salzburg | Northern_Limestone_Alps |
| 55219.0 | 2.1591425e7 | Modified_Newtonian_Dynamics | Modified_Newtonian_dynamics |
| 55237.0 | 55236.0 | Compton_effect | Compton_scattering |
| 55272.0 | 9421.0 | Helsingor | Helsingør |
| 55398.0 | 1010280.0 | Disk_file_systems | File_system |
| 55547.0 | 55546.0 | Hawley-Smoot_Tariff | Smoot–Hawley_Tariff_Act |
| 55550.0 | 55556.0 | Humphrey_Hawkins_Full_Employment_Act | Humphrey–Hawkins_Full_Employment_Act |
| 55647.0 | 54481.0 | Apron_shoulder_straps | Apron |
| 55701.0 | 55546.0 | Smoot-Hawley_tariff | Smoot–Hawley_Tariff_Act |
| 55704.0 | 55706.0 | Dick_Whittington | Richard_Whittington |
| 55748.0 | 1615034.0 | Underwood_Tariff | Revenue_Act_of_1913 |
| 55863.0 | 55856.0 | Linz,_Austria | Linz |
| 55879.0 | 19058.0 | Munich,_Germany | Munich |
| 56022.0 | 5702.0 | The_Chunnel | Channel_Tunnel |
| 56204.0 | 1571082.0 | Cat_bus | Catbus |
| 56211.0 | 1.9283913e7 | Poverty_line_in_the_United_States | Poverty_in_the_United_States |
| 56281.0 | 1.8950885e7 | BBC_Microcomputer | BBC_Micro |
| 56297.0 | 21287.0 | Nuremberg,_Germany | Nuremberg |
| 56337.0 | 53949.0 | Colobus_monkey | Black-and-white_colobus |
| 56351.0 | 626718.0 | Yoga_Sutras | Yoga_Sutras_of_Patanjali |
| 56387.0 | 54943.0 | Cultural_relativsm | Cultural_relativism |
| 56468.0 | 17867.0 | London,_United_Kingdom | London |
| 56490.0 | 1021884.0 | Örnsköldsvik,_Sweden | Örnsköldsvik |
| 56493.0 | 1.8950508e7 | Aalesund | Ålesund |
| 56496.0 | 56495.0 | Bergen,_Belgium | Mons |
| 56640.0 | 27414.0 | Sri_Lanka/Government | Politics_of_Sri_Lanka |
| 56674.0 | 30112.0 | Tajikistan/Government | Politics_of_Tajikistan |
| 56687.0 | 56680.0 | Harare,_Zimbabwe | Harare |
| 56741.0 | 33225.0 | Western_Sahara/Economy | Economy_of_Western_Sahara |
| 56768.0 | 33189.0 | Wake_Island/People | Wake_Island |
| 56769.0 | 33189.0 | Wake_Island/Geography | Wake_Island |
| 56781.0 | 32135.0 | U.S._Virgin_Islands/Military | United_States_Virgin_Islands |
| 56840.0 | 56622.0 | Basseterre,_Saint_Kitts_and_Nevis | Basseterre |
| 57039.0 | 57040.0 | Malé,_Maldives | Malé |
| 57058.0 | 57061.0 | Niamey,_Niger | Niamey |
| 57100.0 | 19242.0 | Moldova/Geography | Geography_of_Moldova |
| 57126.0 | 21344.0 | New_Caledonia/Geography | Geography_of_New_Caledonia |
| 57133.0 | 19283.0 | Montserrat/Geography | Geography_of_Montserrat |
| 57178.0 | 19356.0 | Psychiatric_disorder | Mental_disorder |
| 57202.0 | 34743.0 | Third_Century | 3rd_century |
| 57271.0 | 3682.0 | Burkina_Faso/Transportation | Transport_in_Burkina_Faso |
| 57278.0 | 2589714.0 | Milky_Way_galaxy | Milky_Way |
| 57298.0 | 30143.0 | Togo/Economy | Economy_of_Togo |
| 57306.0 | 69593.0 | Gambia/Economy | Economy_of_the_Gambia |
| 57436.0 | 14676.0 | Ireland/People | Demographics_of_the_Republic_of_Ireland |
| 57464.0 | 11812.0 | F-35 | Lockheed_Martin_F-35_Lightning_II |
| 57566.0 | 37368.0 | RQ-1_Predator_UAV | General_Atomics_MQ-1_Predator |
| 57693.0 | 5750.0 | Cognitive_behaviour_therapy | Cognitive_behavioral_therapy |
| 57752.0 | 57762.0 | Psychiatric_drug | Psychiatric_medication |
| 57754.0 | 4531.0 | Bi-polar_disorder | Bipolar_disorder |
| 57786.0 | 1721361.0 | Stevedore's_knot | Stevedore_knot |
| 57919.0 | 2.8030968e7 | Q_Gospel | Q_source |
| 57984.0 | 681745.0 | Hawaiian_people | Native_Hawaiians |
| 58054.0 | 4143721.0 | Kentucky_counties | List_of_counties_in_Kentucky |
| 58082.0 | 10669.0 | Famous_football_player | Football_player |
| 58125.0 | 1.6285821e7 | United_Kingdom/Basic_Topics | Outline_of_the_United_Kingdom |
| 58196.0 | 51550.0 | Zip_code | ZIP_Code |
| 58431.0 | 1.8024177e7 | Retro-choir | Retroquire |
| 58513.0 | 2.3139208e7 | Middle-Earth | Middle-earth |
| 58718.0 | 1.3336661e7 | Presidant | President |
| 58850.0 | 22148.0 | Niccolo_Tartaglia | Niccolò_Fontana_Tartaglia |
| 58853.0 | 170104.0 | Juniperus | Juniper |
| 58876.0 | 727401.0 | Don_Manuel_Ruiz_Zorilla | Manuel_Ruiz_Zorrilla |
| 58905.0 | 203548.0 | Frailing | Clawhammer |
| 58914.0 | 26347.0 | Soviet_submarine_K-141 | Russian_submarine_Kursk_(K-141) |
| 58985.0 | 1528346.0 | Totally_bounded | Totally_bounded_space |
| 59081.0 | 59076.0 | U-553 | German_submarine_U-553 |
| 59086.0 | 1.0454705e7 | U-155 | German_submarine_U-155 |
| 59142.0 | 59352.0 | Solidus_(punctuation) | Slash_(punctuation) |
| 59178.0 | 29452.0 | Staatsicherheit | Stasi |
| 59345.0 | 2664203.0 | Period_(rhetoric) | Periodic_sentence |
| 59460.0 | 59465.0 | Lord_Jeffrey_Amherst | Jeffery_Amherst,_1st_Baron_Amherst |
| 59487.0 | 53254.0 | Nuragici_people | History_of_Sardinia |
| 59496.0 | 59483.0 | Carl_Scheele | Carl_Wilhelm_Scheele |
| 59522.0 | 2.7716891e7 | Hom-set | Morphism |
| 59547.0 | 59405.0 | Coterminal | Initial_and_terminal_objects |
| 59555.0 | 60635.0 | Oral_glucose_tolerance_test | Glucose_tolerance_test |
| 59562.0 | 320733.0 | Impedance_mismatch | Impedance_matching |
| 59647.0 | 1.7322723e7 | Pornographic_actress | Pornographic_film_actor |
| 59663.0 | 63578.0 | Terrorist_group | List_of_designated_terrorist_groups |
| 59667.0 | 10013.0 | Evidence_based_medicine | Evidence-based_medicine |
| 59724.0 | 1.8963787e7 | Cation | Ion |
| 59754.0 | 59748.0 | The_Bored_of_the_Rings | Bored_of_the_Rings |
| 59838.0 | 83516.0 | Robert_Heinlein/Universe | Orphans_of_the_Sky |
| 59839.0 | 83516.0 | Universe_(short_story_by_Robert_Heinlein) | Orphans_of_the_Sky |
| 59878.0 | 59877.0 | Molar_gas_constant | Gas_constant |
| 59910.0 | 50744.0 | Star_Wars,_Episode_VI_-_Return_of_the_Jedi | Return_of_the_Jedi |
| 60055.0 | 60056.0 | Mission_Santa_Bárbara | Mission_Santa_Barbara |
| 60081.0 | 60082.0 | Mission_San_Rafael_Arcangel | Mission_San_Rafael_Arcángel |
| 60243.0 | 411523.0 | Triton_VX | List_of_Intel_chipsets |
| 60276.0 | 348300.0 | Personal_video_recorder | Digital_video_recorder |
| 60277.0 | 251485.0 | Battle_of_the_Ironclads | Battle_of_Hampton_Roads |
| 60382.0 | 1.1519542e7 | A_Sharp | A-sharp |
| 60474.0 | 78261.0 | Asynchronous_Balanced_Mode | High-Level_Data_Link_Control |
| 60623.0 | 20155.0 | Marcus_Aurelius_Antoninus | Marcus_Aurelius |
| 60683.0 | 63392.0 | Reality_enforcement | Consensus_reality |
| 60718.0 | 203875.0 | 1_E-21_kg | Orders_of_magnitude_(mass) |
| 60769.0 | 60766.0 | Tractricoid | Pseudosphere |
| 60853.0 | 45063.0 | Abelian_categories | Abelian_category |
| 60893.0 | 3.6026428e7 | Realist | Realism |
| 61242.0 | 34740.0 | Eighth_century | 8th_century |
| 61250.0 | 34644.0 | Twelveth_century | 12th_century |
| 61330.0 | 1842.0 | Augustin_Cauchy | Augustin-Louis_Cauchy |
| 61449.0 | 21383.0 | Federal_Republic_of_Nigeria | Nigeria |
| 61453.0 | 27288.0 | Republic_of_Seychelles | Seychelles |
| 61477.0 | 61476.0 | Convergence_radius | Radius_of_convergence |
| 62015.0 | 9072.0 | Jacques_Louis_David | Jacques-Louis_David |
| 62150.0 | 2089569.0 | Mare's_tail | Marestail |
| 62434.0 | 18831.0 | Mathematical | Mathematics |
| 62478.0 | 37998.0 | Francois_Mitterand | François_Mitterrand |
| 62562.0 | 464082.0 | Theodebald | Theudebald |
| 62606.0 | 66789.0 | Alfonso_X | Alfonso_X_of_Castile |
| 62752.0 | 18538.0 | Lansing | Lansing,_Michigan |
| 62771.0 | 62743.0 | 1400_BC | 1400s_BC_(decade) |
| 62780.0 | 39248.0 | Colimit | Limit_(category_theory) |
| 62791.0 | 33265.0 | Winston_churchhill | Winston_Churchill |
| 62880.0 | 15221.0 | 80188 | Intel_80188 |
| 62989.0 | 2023036.0 | John_the_Divine | John_of_Patmos |
| 63066.0 | 13259.0 | Startsida | Home_page |
| 63111.0 | 9272073.0 | Stock_option | Option_(finance) |
| 63152.0 | 6322.0 | Conuropsis | Carolina_parakeet |
| 63220.0 | 63879.0 | IPO | Initial_public_offering |
| 63255.0 | 19496.0 | Mah_Jong | Mahjong |
| 63345.0 | 29294.0 | S/360 | IBM_System/360 |
| 63346.0 | 40642.0 | NeXTStep | NeXTSTEP |
| 63592.0 | 2110202.0 | Tsarina_Alexandra | Alexandra_Feodorovna |
| 63696.0 | 19042.0 | Metals | Metal |
| 63964.0 | 2068329.0 | Athelas | List_of_fictional_plants |
| 64021.0 | 64020.0 | Multiprocessor | Multiprocessing |
| 64121.0 | 64087.0 | Type_designer | Type_design |
| 64166.0 | 16710.0 | 10_kroner | Krone |
| 64170.0 | 16710.0 | 10_krones | Krone |
| 64230.0 | 42120.0 | Haile_Sellassie | Haile_Selassie |
| 64536.0 | 19222.0 | Mexico/History | History_of_Mexico |
| 64550.0 | 3610.0 | Bosnia_and_Herzegovina/Military | Armed_Forces_of_Bosnia_and_Herzegovina |
| 64551.0 | 3611.0 | Bosnia_and_Herzegovina/Transnational_issues | Foreign_relations_of_Bosnia_and_Herzegovina |
| 64555.0 | 1.8950915e7 | Belarus/Economy | Economy_of_Belarus |
| 64593.0 | 49401.0 | Meeting_hall | Hall |
| 64622.0 | 12736.0 | German_poets | List_of_German-language_poets |
| 64628.0 | 23517.0 | Polish_poets | List_of_Polish-language_poets |
| 64768.0 | 20003.0 | Three_tier_architecture | Multitier_architecture |
| 64798.0 | 35509.0 | 51_forth | 51-FORTH |
| 64800.0 | 35510.0 | 56_kbit/s | 56_kbit/s_line |
| 64822.0 | 292279.0 | Lunchlady_Doris | List_of_recurring_The_Simpsons_characters |
| 64838.0 | 20325.0 | 68060 | Motorola_68060 |
| 64842.0 | 20324.0 | 68LC040 | Motorola_68040 |
| 64859.0 | 292279.0 | Disco_Stu_(The_Simpsons) | List_of_recurring_The_Simpsons_characters |
| 64874.0 | 292279.0 | Doctor_Marvin_Monroe | List_of_recurring_The_Simpsons_characters |
| 64896.0 | 292279.0 | Dr._Julius_Hibbert | List_of_recurring_The_Simpsons_characters |
| 65055.0 | 8039.0 | Transnational_issues_of_Denmark | Foreign_relations_of_Denmark |
| 65110.0 | 19527.0 | Mao_Tse-Tung | Mao_Zedong |
| 65112.0 | 65113.0 | Lee_Ao | Li_Ao |
| 65168.0 | 2438208.0 | Little_Rascals | Our_Gang |
| 65251.0 | 704.0 | Angola/People | Demographics_of_Angola |
| 65296.0 | 237407.0 | Teleri | Sundering_of_the_Elves |
| 65300.0 | 237407.0 | Nandor_(Middle-earth) | Sundering_of_the_Elves |
| 65333.0 | 16697.0 | Kyrgyzstan/People | Demographics_of_Kyrgyzstan |
| 65353.0 | 19122.0 | Maldives/Economy | Economy_of_Maldives |
| 65445.0 | 381862.0 | Werewolf_novels | Werewolf_fiction |
| 65454.0 | 23190.0 | Playing_card/Cut | Cut_(cards) |
| 65587.0 | 63876.0 | History_of_the_United_States_of_America | History_of_the_United_States |
| 65618.0 | 65616.0 | British_comedian | List_of_British_comedians |
| 65657.0 | 12228.0 | Gurps | GURPS |
| 65764.0 | 37527.0 | Alfa-Romeo | Alfa_Romeo |
| 65766.0 | 30302.0 | Tardis | TARDIS |
| 65823.0 | 292279.0 | Snake_Jailbird | List_of_recurring_The_Simpsons_characters |
| 65824.0 | 2.4536543e7 | Eukaryotic | Eukaryote |
| 65895.0 | 1343597.0 | Energy_(electrical) | Electrical_energy |
| 65904.0 | 50591.0 | US_Postal_Service | United_States_Postal_Service |
| 65932.0 | 219042.0 | Electronic_power_supply | Power_supply |
| 66021.0 | 27281.0 | Senegal/People | Demographics_of_Senegal |
| 66026.0 | 27286.0 | Senegal/Military | Armed_Forces_of_Senegal |
| 66132.0 | 17835.0 | Luxembourg/Communications | Telecommunications_in_Luxembourg |
| 66138.0 | 65827.0 | Silicones | Silicone |
| 66155.0 | 379788.0 | Pummelo | Pomelo |
| 66166.0 | 241132.0 | LAMP | Lamp |
| 66226.0 | 66225.0 | Curtis_E._LeMay | Curtis_LeMay |
| 66246.0 | 43970.0 | Bomb_calorimeter | Calorimeter |
| 66280.0 | 43970.0 | Modulating_differential_scanning_calorimeter | Calorimeter |
| 66433.0 | 3.0206738e7 | Chronic_obstructive_lung_disease | Chronic_obstructive_pulmonary_disease |
| 66435.0 | 11749.0 | Famous_chess_players | List_of_chess_players |
| 66500.0 | 442294.0 | Psionic | Psionics |
| 66532.0 | 2.9983143e7 | Fern-allies | Fern_ally |
| 66590.0 | 3.6674345e7 | Computer_services | Information_technology |
| 66667.0 | 154450.0 | Samuel_Clemens | Mark_Twain |
| 66751.0 | 9379.0 | Eritrea/People | Demographics_of_Eritrea |
| 66755.0 | 9385.0 | Eritrea/Transnational_issues | Foreign_relations_of_Eritrea |
| 66760.0 | 23239.0 | Peoples_Republic_of_China/Government | Politics_of_China |
| 66766.0 | 23244.0 | Peoples_Republic_of_China/Transnational_issues | Foreign_relations_of_China |
| 66800.0 | 1324.0 | Antonio_Gaudi/Park_Guell | Park_Güell |
| 66826.0 | 21162.0 | Netherlands_Antilles/Military | Netherlands_Armed_Forces |
| 66828.0 | 21338.0 | Netherlands_Antilles/Communications | Telecommunications_in_Curaçao |
| 66830.0 | 21335.0 | Netherlands_Antilles/People | Demographics_of_the_Netherlands_Antilles |
| 67086.0 | 42005.0 | Software_collaborative_tool | Collaborative_software |
| 67089.0 | 46875.0 | Puff_paste | Puff_pastry |
| 67107.0 | 31858.0 | Uzbekistan/Economy | Economy_of_Uzbekistan |
| 67110.0 | 31862.0 | Uzbekistan/Transnational_issues | Foreign_relations_of_Uzbekistan |
| 67169.0 | 19876.0 | Motor_cycle | Motorcycle |
| 67223.0 | 268516.0 | Cost,_insurance_and_freight | Incoterms |
| 67277.0 | 67670.0 | Sweden/Government | Politics_of_Sweden |
| 67278.0 | 10703.0 | Faroe_Islands/Communications | Telecommunications_in_the_Faroe_Islands |
| 67294.0 | 67293.0 | Valery_Borzov | Valeriy_Borzov |
| 67361.0 | 367498.0 | Pseudo-fossils | Pseudofossil |
| 67439.0 | 3.6303581e7 | Family_film | Children's_film |
| 67532.0 | 1222540.0 | Federal_Government_of_Australia | Australian_Government |
| 67550.0 | 2.3661208e7 | Transnational_issues_of_Austria | Foreign_relations_of_Austria |
| 67552.0 | 67551.0 | Geography_of_Bahamas | Geography_of_the_Bahamas |
| 67569.0 | 23422.0 | Paraguay/Geography | Geography_of_Paraguay |
| 67574.0 | 23429.0 | Paraguay/Transnational_issues | Foreign_relations_of_Paraguay |
| 67595.0 | 1.895057e7 | Brazil/People | Demographics_of_Brazil |
| 67667.0 | 293288.0 | Tuskegee_Institute | Tuskegee_University |
| 67734.0 | 46663.0 | Simon_and_Garfunkel/Bookends | Bookends_(album) |
| 67833.0 | 68260.0 | Stock_Market_Crash_of_2002 | Stock_market_downturn_of_2002 |
| 67846.0 | 7397.0 | Color-blind | Color_blindness |
| 67942.0 | 67941.0 | Cassini_program | Cassini–Huygens |
| 68087.0 | 67965.0 | Ginkgoopsida | Ginkgoales |
| 68095.0 | 53058.0 | T3_space | Regular_space |
| 68098.0 | 48629.0 | T5_space | Normal_space |
| 68135.0 | 2.3535509e7 | N_SYNC | NSYNC |
| 68174.0 | 19183.0 | Mauritania/Government | Politics_of_Mauritania |
| 68218.0 | 19527.0 | Mao_Tsetung | Mao_Zedong |
| 68266.0 | 68206.0 | Central_Dogma | Central_dogma_of_molecular_biology |
| 68341.0 | 33767.0 | Corel_WordPerfect_Office | WordPerfect |
| 68708.0 | 30957.0 | Tuatha_Dé_Danaan | Tuatha_Dé_Danann |
| 68866.0 | 3.5795589e7 | Winefat | History_of_the_wine_press |
| 69165.0 | 1.5398943e7 | Tammuz_(mythology) | Dumuzid |
| 69333.0 | 24313.0 | Mythical_island | Phantom_island |
| 69395.0 | 1.7277937e7 | Quarries_(biblical) | Zedekiah's_Cave |
| 69481.0 | 69480.0 | VHF | Very_high_frequency |
| 69564.0 | 4458.0 | Prophecies_of_Habakkuk | Book_of_Habakkuk |
| 69601.0 | 2400868.0 | Tribes_of_Israel | Twelve_Tribes_of_Israel |
| 70005.0 | 28632.0 | Seventh-Day_Adventist | Seventh-day_Adventist_Church |
| 70252.0 | 3007720.0 | Maranon | Marañón |
| 70283.0 | 31353.0 | Hitch_Hiker's_Guide_to_the_Galaxy | The_Hitchhiker's_Guide_to_the_Galaxy |
| 70293.0 | 37398.0 | Disney_Corporation | The_Walt_Disney_Company |
| 70491.0 | 32388.0 | Victoria_BC | Victoria,_British_Columbia |
| 70573.0 | 591253.0 | Kirchhoffs_Current_Law | Kirchhoff's_circuit_laws |
| 70660.0 | 2300261.0 | Show_me_love | Show_Me_Love |
| 70719.0 | 8409.0 | List_of_notorious_Dictators | Dictator |
| 70895.0 | 437887.0 | Audio_editing | Audio_editing_software |
| 70901.0 | 4.0582739e7 | Department_of_Labor | Ministry_of_Labour |
| 70906.0 | 70904.0 | Department_of_the_Interior | United_States_Department_of_the_Interior |
| 70918.0 | 70919.0 | U.S._Department_of_Education | United_States_Department_of_Education |
| 71007.0 | 70959.0 | Maui_(island) | Maui |
| 71091.0 | 2670130.0 | Peter_Gandy_(author) | The_Jesus_Mysteries |
| 71151.0 | 30162.0 | Tonga/Government | Politics_of_Tonga |
| 71283.0 | 25929.0 | Regiomontan | Regiomontanus |
| 71528.0 | 71511.0 | Celtic_Metal | Celtic_metal |
| 71613.0 | 348917.0 | IBM_PC_AT | IBM_Personal_Computer/AT |
| 71852.0 | 1274.0 | Antarctica/Geography | Geography_of_Antarctica |
| 71854.0 | 27342.0 | Slovenia/Government | Politics_of_Slovenia |
| 71902.0 | 2.5739013e7 | Y2k | Year_2000_problem |
| 71905.0 | 47387.0 | William_III_of_Orange | William_III_of_England |
| 71995.0 | 63171.0 | Star_Wars/Yoda | Yoda |
| 72050.0 | 16653.0 | Kenya/History | History_of_Kenya |
| 72075.0 | 884135.0 | Creation_Spirituality | Matthew_Fox_(priest) |
| 72484.0 | 261472.0 | Alexandretta,_Syria | İskenderun |
| 72514.0 | 9335.0 | Ecuador/History | History_of_Ecuador |
| 72545.0 | 33703.0 | Sir_Walter_Raleigh | Walter_Raleigh |
| 72610.0 | 70243.0 | United_States_Commerce_Department | United_States_Department_of_Commerce |
| 72627.0 | 2.5754129e7 | Platonic_ideal | Theory_of_forms |
| 72642.0 | 23395.0 | Panama/Government | Politics_of_Panama |
| 72681.0 | 2.6378017e7 | Olympic_baseball_medalists | List_of_Olympic_medalists_in_baseball |
| 72912.0 | 203875.0 | 1e-31_kg | Orders_of_magnitude_(mass) |
| 72937.0 | 77548.0 | Goostave_Gander | Duck_family_(Disney) |
| 72938.0 | 203433.0 | 1e-6_m | Orders_of_magnitude_(length) |
| 72941.0 | 203875.0 | 1e-13_kg | Orders_of_magnitude_(mass) |
| 72981.0 | 203875.0 | 1e-1_kg | Orders_of_magnitude_(mass) |
| 72996.0 | 203875.0 | 1e0_kg | Orders_of_magnitude_(mass) |
| 73048.0 | 18030.0 | LR(0)_parser | LR_parser |
| 73052.0 | 3.7260549e7 | Moroland | Bangsamoro |
| 73053.0 | 73056.0 | LR(1)_parser | Canonical_LR_parser |
| 73091.0 | 185843.0 | End_of_the_world_(religion) | End_time |
| 73185.0 | 46539.0 | Non-government_organisation | Non-governmental_organization |
| 73305.0 | 9234237.0 | Csar | CSAR |
| 73320.0 | 9370.0 | Equatorial_Guinea/Government | Politics_of_Equatorial_Guinea |
| 73407.0 | 22216.0 | O_Brother,_Where_Art_Thou | O_Brother,_Where_Art_Thou? |
| 73470.0 | 36104.0 | 1e-9_s | Nanosecond |
| 73480.0 | 203875.0 | 1e3_kg | Orders_of_magnitude_(mass) |
| 73547.0 | 27443.0 | Svalbard/Geography | Geography_of_Svalbard |
| 73862.0 | 27463.0 | Switzerland/People | Demographics_of_Switzerland |
| 73878.0 | 31846.0 | Uruguay/People | Demographics_of_Uruguay |
| 74058.0 | 10763.0 | French_Guiana/People | Demographics_of_French_Guiana |
| 74073.0 | 27231.0 | Saint_Vincent_and_the_Grenadines/People | Demographics_of_Saint_Vincent_and_the_Grenadines |
| 74122.0 | 203875.0 | 1e9_kg | Orders_of_magnitude_(mass) |
| 74214.0 | 3144.0 | A_Dolls_House | A_Doll's_House |
| 74295.0 | 3613.0 | Botswana/Geography | Geography_of_Botswana |
| 74303.0 | 5429.0 | Cambodia/Geography | Geography_of_Cambodia |
| 74312.0 | 5480.0 | Central_African_Republic/Geography | Geography_of_the_Central_African_Republic |
| 74484.0 | 2829402.0 | I_Ching_hexagram_32 | List_of_hexagrams_of_the_I_Ching |
| 74528.0 | 2018532.0 | Ratface | List_of_Donald_Duck_universe_characters |
| 74556.0 | 58906.0 | Glands | Gland |
| 74757.0 | 12029.0 | Gabon/Geography | Geography_of_Gabon |
| 74814.0 | 65835.0 | The_Beatles/Please_Please_Me | Please_Please_Me |
| 74880.0 | 16699.0 | Kyrgyzstan/Economy | Economy_of_Kyrgyzstan |
| 74898.0 | 1.9283139e7 | Lithuania/Economy | Economy_of_Lithuania |
| 75070.0 | 70381.0 | The_Teheran_Conference | Tehran_Conference |
| 75341.0 | 10789.0 | Film_history/Poland | Cinema_of_Poland |
| 75617.0 | 578952.0 | .Net | .net_(disambiguation) |
| 75620.0 | 403357.0 | Absolute_path | Path_(computing) |
| 75699.0 | 75698.0 | Texas_hold'em | Texas_hold_'em |
| 75757.0 | 32706.0 | Vancouver,_British_Columbia,_Canada | Vancouver |
| 75842.0 | 47398.0 | Orchestrator | Orchestration |
| 75872.0 | 20414.0 | Maas_River | Meuse |
| 75962.0 | 361082.0 | Flags_of_the_world | Gallery_of_sovereign_state_flags |
| 76066.0 | 61338.0 | Addend | Addition |
| 76432.0 | 58095.0 | La_Pérouse | La_Perouse |
| 76493.0 | 30096.0 | Taiwan/Transnational_issues | Foreign_relations_of_Taiwan |
| 76530.0 | 8103499.0 | Government_of_Angola | Cabinet_of_Angola |
| 76636.0 | 2018532.0 | Chisel_McSue | List_of_Donald_Duck_universe_characters |
| 76662.0 | 3743660.0 | Botswana/Military | Botswana_Defence_Force |
| 76680.0 | 3683.0 | Burkina_Faso/Military | Burkina_Faso_Armed_Forces |
| 76689.0 | 3701.0 | Burundi/Military | National_Defence_Force_(Burundi) |
| 76739.0 | 5482.0 | Government_of_Central_African_Republic | Politics_of_the_Central_African_Republic |
| 76751.0 | 76723.0 | Toll_House_cookie | Chocolate_chip_cookie |
| 76756.0 | 6003.0 | Comoros/Government | Politics_of_the_Comoros |
| 76965.0 | 5851.0 | Czech_Republic/Transportation | Transport_in_the_Czech_Republic |
| 76974.0 | 12063.0 | Georgia/Communications | Telecommunications_in_Georgia_(country) |
| 76982.0 | 8044.0 | Djibouti/Government | Politics_of_Djibouti |
| 76983.0 | 8059.0 | Dominica/Transnational_issues | Foreign_relations_of_Dominica |
| 77011.0 | 9343.0 | Ecuador/Transnational_issues | Foreign_relations_of_Ecuador |
| 77028.0 | 9393.0 | Estonia/Transportation | Transport_in_Estonia |
| 77029.0 | 1.8917889e7 | Estonia/Military | Estonian_Defence_Forces |
| 77034.0 | 9373.0 | Equatorial_Guinea/Transportation | Transport_in_Equatorial_Guinea |
| 77064.0 | 19086.0 | Macedonia/Military | Army_of_North_Macedonia |
| 77088.0 | 11934.0 | Germany/Transnational_Issues | Foreign_relations_of_Germany |
| 77132.0 | 2.155468e7 | Movie_director | Film_director |
| 77210.0 | 12202.0 | Guyana/Transportation | Transport_in_Guyana |
| 77225.0 | 1.010083e7 | Acis | Acis_and_Galatea |
| 77422.0 | 2192581.0 | Pepin_III | Pepin_the_Short |
| 77471.0 | 77470.0 | Persa | Perse |
| 77479.0 | 7171338.0 | India/Military | Indian_Armed_Forces |
| 77503.0 | 5.0913538e7 | Government_of_Iran | Government_of_the_Islamic_Republic_of_Iran |
| 77530.0 | 15664.0 | Government_of_Jamaica | Politics_of_Jamaica |
| 77701.0 | 78332.0 | Ishtar | Inanna |
| 77706.0 | 60973.0 | List_of_places_and_things_named_Oxford | Oxford_(disambiguation) |
| 77778.0 | 3.9686851e7 | Sassanians | Sasanian_dynasty |
| 77790.0 | 36937.0 | Network_television | Television_broadcasting |
| 77912.0 | 160634.0 | Gildor_Inglorion | Finrod_Felagund |
| 77913.0 | 8203.0 | Deutchland_Uber_Alles | Deutschlandlied |
| 77939.0 | 33653.0 | Wheel_of_the_year | Wheel_of_the_Year |
| 77943.0 | 221226.0 | Midsummer_(neopagan) | Midsummer |
| 78046.0 | 16692.0 | Kuwait/Military | Kuwait_Military_Forces |
| 78060.0 | 77747.0 | Philip_K._Dick/We_Can_Remember_It_For_You_Wholesale | We_Can_Remember_It_for_You_Wholesale |
| 78064.0 | 23282.0 | Philip_K._Dick/Ubik | Ubik |
| 78105.0 | 2.7619007e7 | Ha-Mossad_le-Modiin_ule-Tafkidim_Meyuhadim | Mossad |
| 78113.0 | 17790.0 | Lesotho/Transnational_issues | Foreign_relations_of_Lesotho |
| 78120.0 | 17800.0 | Liberia/Transnational_issues | Foreign_relations_of_Liberia |
| 78272.0 | 73525.0 | Baudila | Totila |
| 78319.0 | 23624.0 | Procopius_of_Caesarea | Procopius |
| 78408.0 | 78404.0 | Aglauros | Aglaurus |
| 78485.0 | 10141.0 | The_Erinyes | Erinyes |
| 78538.0 | 78535.0 | The_Aloadae | Aloadae |
| 78603.0 | 19118.0 | Maldives/History | History_of_the_Maldives |
| 78604.0 | 19121.0 | Politics_of_Maldives | Politics_of_the_Maldives |
| 78615.0 | 19133.0 | Communications_of_Mali | Telecommunications_in_Mali |
| 78622.0 | 34374.0 | Yugoslavia/Communications | Telecommunications_in_Serbia |
| 78628.0 | 33226.0 | Western_Sahara/Communications | Telecommunications_in_Western_Sahara |
| 78645.0 | 32459.0 | Venezuela/Transportation | Transport_in_Venezuela |
| 78671.0 | 19183.0 | Government_of_Mauritania | Politics_of_Mauritania |
| 78700.0 | 31828.0 | Ukraine/Government | Politics_of_Ukraine |
| 78706.0 | 56756.0 | Government_of_Uganda | Politics_of_Uganda |
| 78735.0 | 2.0598392e7 | Priapos | Priapus |
| 78742.0 | 84597.0 | Oeno | Oenotropae |
| 78786.0 | 23037.0 | Punk_band | Punk_rock |
| 78820.0 | 76616.0 | Ma_Beagle | Beagle_Boys |
| 78931.0 | 78926.0 | Diktynna | Britomartis |
| 78993.0 | 78130.0 | Maximum_flow_minimum_cut_theorem | Max-flow_min-cut_theorem |
| 79002.0 | 79000.0 | Thisbe | Pyramus_and_Thisbe |
| 79049.0 | 21387.0 | Government_of_Nigeria | Federal_government_of_Nigeria |
| 79061.0 | 57620.0 | Transnational_issues_of_Norway | Foreign_relations_of_Norway |
| 79188.0 | 2.6289316e7 | Chronology_of_Babylonia_and_Assyria | Chronology_of_the_ancient_Near_East |
| 79212.0 | 64663.0 | Graiae | Graeae |
| 79248.0 | 44026.0 | History_of_the_United_States_National_Security_Council_1969–1974 | United_States_National_Security_Council |
| 79257.0 | 44026.0 | History_of_the_United_States_National_Security_Council_1993–present | United_States_National_Security_Council |
| 79332.0 | 79328.0 | Balios | Balius_and_Xanthus |
| 79350.0 | 79352.0 | Zetes | Boreads |
| 79358.0 | 5551335.0 | Bromios | Bromius |
| 79531.0 | 2.9033435e7 | Centimani | Hecatoncheires |
| 79550.0 | 80626.0 | Kerukes | Kerykes |
| 79730.0 | 6.5442834e7 | Toll_booth | Tollbooth |
| 79763.0 | 49728.0 | San_Francisco_County,_California | San_Francisco |
| 79776.0 | 1.9344515e7 | The_Guardian_newspaper | The_Guardian |
| 79798.0 | 8618262.0 | The_Herald-Sun | The_Herald-Sun_(Durham,_North_Carolina) |
| 79832.0 | 1853.0 | Africa/Ecology | Natural_history_of_Africa |
| 80033.0 | 398878.0 | Terry_Pratchett/The_Luggage | Rincewind |
| 80133.0 | 180370.0 | Herophile | Sibyl |
| 80198.0 | 15941.0 | Jean_Jacques_Rousseau | Jean-Jacques_Rousseau |
Now, we need to find every sequence of edges where the first is to a redirect page, and the second is a redirect link. In theory this could be done as a motif finding operation, but that is painfully slow, since it would first find all sequences of three vertices, and only then filter by the edge type being correct for the second edge. So we instead do it in a more "low-tech" way, just using an inner join on our tables - this will save us an absolute ton of time, since we don't compute any paths that aren't of the required type. Doing it with motif finding takes at least ten minutes (that is when it threw an error because my laptop went to sleep), doing it with SQL takes one minute.
redirectsWithIDs.createOrReplaceTempView("redirectsWithIDs")
val twoStepRedirects = spark.sql("""SELECT enwiki_graph_edges.src AS artA,
enwiki_graph_edges.src_title AS artA_title,
redirectsWithIDs.src AS artB,
redirectsWithIDs.src_title AS artB_title,
redirectsWithIDs.dst AS artC,
redirectsWithIDs.dst_title AS artC_title
FROM redirectsWithIDs INNER JOIN enwiki_graph_edges
ON enwiki_graph_edges.dst = redirectsWithIDs.src""")
display(twoStepRedirects)
| artA | artA_title | artB | artB_title | artC | artC_title |
|---|---|---|---|---|---|
| 297471.0 | Eisteddfod | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 601370.0 | John_Anderson,_1st_Viscount_Waverley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1024759.0 | Rudolf_Peierls | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1320240.0 | Tom_Dowd | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7375431.0 | USS_Ernest_G._Small | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2469074e7 | Association_of_Los_Alamos_Scientists | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 183897.0 | Empire_of_Japan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6123917.0 | Up_An'_Atom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6554732e7 | Timeline_of_World_War_II_(1942) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0692824e7 | Ed_Westcott | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.8615077e7 | June_1964 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.2547084e7 | Oscar_Seborer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6526133e7 | Bane_in_other_media | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 42297.0 | San_Luis_Valley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 652623.0 | Otto_Robert_Frisch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 797178.0 | First_Chief_Directorate | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4081032e7 | USS_Gasconade_(APA-85) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8482492e7 | Outline_of_United_States_history | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.966217e7 | George_A._Seitz | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 92357.0 | Military | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.7250838e7 | Critical_Mass:_America's_Race_to_Build_the_Atomic_Bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.7607721e7 | John_Coster-Mullen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2201.0 | Aage_Bohr | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 65828.0 | Smithsonian_Institution | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1680490.0 | USS_Appalachian | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.2160508e7 | Paul_W._Tibbets_IV | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0040664e7 | Allied_leaders_of_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.6526313e7 | Harley_A._Wilhelm | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 261240.0 | Shōwa_era | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 537403.0 | Paul_Frees | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 838989.0 | Code_(cryptography) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1115774.0 | USS_Apogon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0848236e7 | USS_Sphinx_(ARL-24) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.1379813e7 | The_Birdmen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1363385.0 | Signal_Intelligence_Service | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3449141.0 | Symphony_No._6_(Vaughan_Williams) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4974066.0 | Xavras_Wyżryn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5223996.0 | 1948_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8294561.0 | Confucius_Shrine,_Nagasaki | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.920738e7 | Avro_720 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 292758.0 | William_Higinbotham | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 477701.0 | Two-Face | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1403906.0 | Windscale_fire | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2349470.0 | James_Otsuka | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5978572e7 | University_of_Cambridge | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5802041e7 | A._Carl_Helmholz | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.2581711e7 | Soviet_Storm:_World_War_II_in_the_East | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.5526137e7 | Enola_Gay:_The_Men,_the_Mission,_the_Atomic_Bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1111596.0 | Madge_Blake | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1306229.0 | Carl_Friedrich_von_Weizsäcker | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4772073.0 | Empire_of_Vietnam | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5021154.0 | Ishfaq_Ahmad_Khan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1097549e7 | Luke_the_Spook | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.2949834e7 | Einstein_for_Beginners | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 62866.0 | United_States_Department_of_Energy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 240152.0 | Alfred_Lee_Loomis | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1903533.0 | Basque_diaspora | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2160008.0 | 76th_United_States_Congress | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2428994.0 | Cockcroft–Walton_generator | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5327576.0 | Warning_from_Space | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8855773.0 | Allied_technological_cooperation_during_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2760938e7 | Demon_core | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4366709e7 | Ernest_B._Price | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0113243e7 | Belgian_Congo_in_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 30592.0 | Partial_Nuclear_Test_Ban_Treaty | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 112176.0 | Metropolis_(comics) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 194596.0 | Ore_Mountains | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 426461.0 | Sidney_H._Liebson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 841522.0 | Yoshio_Nishina | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1217440.0 | Soviet_atomic_bomb_project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6310137e7 | List_of_shipwrecks_in_1957 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6570384e7 | Stuart_R._Schram | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.5315074e7 | Expedition_Unknown | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3378.0 | Beryllium | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 432000.0 | Arthur_Compton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080765e7 | USS_Appling | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9351012e7 | Pietro_Leoni | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3296431e7 | Science_and_technology_in_Italy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7013146e7 | Trevor_Gardner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.1484554e7 | Tinian_Naval_Base | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3257492.0 | Reiji_Nagakawa | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2428286e7 | Strategic_Air_Command_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5613512e7 | Cheng_Kaijia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.9985187e7 | Sceptre_(fusion_reactor) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 427073.0 | USS_Stickleback_(SS-415) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 608055.0 | John_Llewellin,_1st_Baron_Llewellin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4380587.0 | Nuclear_explosion | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0318387e7 | Varian_Associates | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6266461e7 | Montreal_Laboratory | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.4298484e7 | September_1966 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.0060916e7 | USS_Van_Valkenburgh | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6818144.0 | 1945_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7088427e7 | Night_Raid_1931 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0417329e7 | John_Lansdale_Jr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3059018e7 | Calutron_Girls | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1328236.0 | 2004_Indian_Ocean_earthquake_and_tsunami | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3339809.0 | Field_coil | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3348816.0 | Frederick_Ashworth | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4439096e7 | Joan_Curran | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0384446e7 | Gokoku_Shrine | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 735622.0 | The_High_Crusade | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3916305.0 | Deaths_in_June_2006 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2166535e7 | Donald_J._Hughes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566564.0 | 1949_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 867074.0 | Leonid_Govorov | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3343228e7 | Western_Pipe_and_Steel_Company | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9164498e7 | Karl_Z._Morgan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1781954e7 | October_1976 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.447651e7 | Journals_of_Ayn_Rand | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3576433e7 | Sniper_Elite | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2453923.0 | History_of_science_fiction_films | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0865251e7 | George_Racey_Jordan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.729417e7 | United_States_Naval_Construction_Battalion_flame_thrower_tanks | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 126063.0 | Belen,_New_Mexico | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8401396e7 | Invention_in_Canada | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3006249e7 | Benson_House_(Wading_River,_New_York) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.541407e7 | USS_Bowditch_(AG-30) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 365245.0 | William_O._Douglas | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 652326.0 | Rupert_Allason | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1864987.0 | USS_Greene_(DD-266) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2086313.0 | USS_Ingraham_(DD-694) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3214426.0 | Kermit_Beahan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3557640.0 | For_Want_of_a_Nail_(novel) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3673785.0 | S-50_(Manhattan_Project) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4906534.0 | History_of_mass_spectrometry | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.9272639e7 | Russell_and_Sigurd_Varian | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.4820476e7 | Undercover:_Operation_Wintersun | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.9557816e7 | Harley_D._Nygren | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6181241e7 | Zero_Hour_(2013_TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.5021252e7 | Connie_Frazer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 14532.0 | Italy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 731119.0 | George_B._Pegram | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2248081.0 | USS_Gilliam_(APA-57) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2833957.0 | USS_Lowry | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3468036e7 | History_of_weapons | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6406928e7 | Alfred_Starbird | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 106424.0 | North_Korea_and_weapons_of_mass_destruction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 168223.0 | Theodore_Hall | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1044264.0 | Pacific_Air_Forces | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6343677.0 | Pumpkin_bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0306321e7 | Harvard_John_A._Paulson_School_of_Engineering_and_Applied_Sciences | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7659587e7 | Donald_William_Kerst | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0020033e7 | Alternate_Presidents | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.901736e7 | January_2016_North_Korean_nuclear_test | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.9055953e7 | List_of_people_from_Cedar_Rapids,_Iowa | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566574.0 | 1955_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 944651.0 | William_Shawn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1087061.0 | Jimmy_Quillen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1116326.0 | Uravan,_Colorado | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4546304.0 | Wendover_Air_Force_Base | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8107496.0 | Tsunami_bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4793906e7 | Terrestrial_Physics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 21785.0 | Nuclear_weapon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2978641.0 | Landing_Craft_Assault | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1148129e7 | Dayton_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 221380.0 | Nagasaki_Prefecture | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7008903.0 | The_White_Negro | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 41976.0 | Franco_Rasetti | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 904771.0 | Seal_of_the_President_of_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1130207.0 | Boeing_B-29_Superfortress_variants | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1508301.0 | Futures_studies | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1434966e7 | History_of_the_bikini | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2784489.0 | Floyd_Schmoe | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2884514.0 | Stephane_Groueff | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1496875e7 | USS_LST-661 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2785531e7 | Daniel_Klute | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2375459e7 | List_of_American_Restoration_episodes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.5585051e7 | Empire_State_Building_in_popular_culture | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.1351682e7 | List_of_existing_technologies_predicted_in_science_fiction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4868.0 | B._F._Skinner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 236130.0 | Waukesha,_Wisconsin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 543695.0 | USS_Perkins_(DD-877) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1641423.0 | Alfred_Sturtevant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2878196.0 | Pelindaba | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.480743e7 | 1950_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.9637836e7 | Mysteries_at_the_Monument | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8289969e7 | January_1955 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.7844172e7 | Windscale_Piles | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 495005.0 | Jim_Sanborn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8805287e7 | 1964_in_China | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.3437266e7 | Shunichi_Yamashita | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.7370993e7 | Angus_Ewan_Cameron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 343960.0 | Heavy_bomber | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 610255.0 | 1939_in_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 640709.0 | Firestorm_(character) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 744371.0 | Kirtland_Air_Force_Base | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1309813.0 | The_Dark_Frontier | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8573725e7 | Cosmic_bomb_(phrase) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8750896e7 | Eric_Craven_Gregory | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0046202e7 | Harold_Hamm | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 51981.0 | List_of_planned_cities | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 419026.0 | Bayview–Hunters_Point,_San_Francisco | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 614477.0 | The_Crimson_Ghost | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2589068.0 | James_L._Cate | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5223800.0 | 1947_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5701828.0 | Martin_Stein | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8424612.0 | Tom_Sachs | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4741699e7 | Critical_Assembly | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 469583.0 | Pickett's_Charge | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1109287.0 | Jacob_A._Marinsky | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1162701.0 | Talia_al_Ghul | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1163830.0 | Lydia_Millet | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5058589e7 | Ben_Bruce_Blakeney | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0485345e7 | 2011_in_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 202643.0 | Agnes_Moorehead | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 284020.0 | Angels_in_Neon_Genesis_Evangelion | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 311260.0 | Thomas_Walker_(naval_officer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5428681e7 | USS_Rockwall_(APA-230) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6672111e7 | Harvesting_lightning_energy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 98553.0 | Red_Skull | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 147983.0 | Preliminary_Design_of_an_Experimental_World-Circling_Spaceship | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 891446.0 | Alfred_O._C._Nier | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1988966.0 | Gregory_Breit | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2697091.0 | Timeline_of_the_Manhattan_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3823666.0 | Haigerloch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0303348e7 | USS_Orca_(AVP-49) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.816252e7 | History_of_American_comics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8219053e7 | July_1955 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566571.0 | 1952_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0455469e7 | Honkawa_Elementary_School_Peace_Museum | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0486122e7 | History_of_the_University_of_California,_Berkeley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2380985e7 | Church_of_St_Editha,_Tamworth | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.380756e7 | Genius_(American_TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 115068.0 | Fort_Thomas,_Kentucky | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 380013.0 | The_Time_Ships | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 481491.0 | RAF_Transport_Command | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 587916.0 | Hunters_Point_Naval_Shipyard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 890736.0 | Emory_River | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1182927.0 | Social_stratification | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0018206e7 | First_Into_Nagasaki | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5074645e7 | Lords_of_the_Psychon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0041779e7 | Nuclear_ethics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.4222969e7 | Katie_Ardill | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.1523278e7 | Leslie_Wolfe | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 18166.0 | List_of_agnostics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 189945.0 | USS_Nevada_(BB-36) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 383813.0 | Nuclear_and_radiation_accidents_and_incidents | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1449144.0 | List_of_Ig_Nobel_Prize_winners | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4004485e7 | Political_views_of_Albert_Einstein | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 151055.0 | Oak_Ridge,_Tennessee | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 518249.0 | USS_Tuna_(SS-203) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1248476.0 | Troy_H._Middleton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1673736.0 | Sociology_of_the_history_of_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.9085527e7 | Alexander_Langsdorf_Jr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 19346.0 | March_1 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 151196.0 | Acute_radiation_syndrome | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3592651.0 | List_of_shipwrecks_in_1946 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0827425e7 | USS_Bayfield | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8443325e7 | Haywood_S._Hansell | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6357760.0 | Dragon_(Cussler_novel) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080827e7 | USS_Bladen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4727747e7 | Wilhelm_Ohnesorge | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5070335e7 | Political_Science_(song) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 31282.0 | Truncated_icosahedron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 34614.0 | 1939 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1222318.0 | Sapienza_University_of_Rome | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1793.0 | August_29 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 21210.0 | Niels_Bohr | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 186324.0 | USS_Thompson_(DD-627) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 243020.0 | Louis_A._Johnson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 422293.0 | USS_Sailfish_(SS-192) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 763708.0 | Herman_Goldstine | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5273932.0 | USS_Panamint_(AGC-13) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5559770.0 | History_of_New_Mexico | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1310622e7 | USS_Gunston_Hall_(LSD-5) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.425853e7 | Civil_Defence_Ireland | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4272303e7 | Carolinium | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.9157112e7 | 1950–51_Ashes_series | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.969082e7 | Military_history_of_Jewish_Americans | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.975373e7 | Berkeley_Piano_Club | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 188123.0 | USS_Bairoko | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1185988.0 | Alberto_Moravia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.1637581e7 | Canada–Democratic_Republic_of_the_Congo_relations | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3719379e7 | Timeline_of_the_20th_century | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 21277.0 | Neptunium | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 485200.0 | Lexington-class_aircraft_carrier | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1003982.0 | Dual-use_technology | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1069520.0 | List_of_people_from_New_York_City | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4444436.0 | Francis_Simon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 47595.0 | Manchuria | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 170365.0 | History_of_Tristan_da_Cunha | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7816236e7 | List_of_people_considered_father_or_mother_of_a_scientific_field | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.6539426e7 | Red_Joan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.5710792e7 | Casaba-Howitzer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 75977.0 | List_of_inventors | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 242883.0 | History_of_nuclear_weapons | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 841565.0 | James_L._Tuck | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7636187.0 | Richard_Kenney_(poet) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8968304.0 | Hakushima_Station_(Hiroden) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.713328e7 | Atomic_veteran | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9011847e7 | USS_Mispillion_(AO-105) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0777269e7 | Jane_Hamilton_Hall | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.1053117e7 | Project_Y | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 34631.0 | 1946 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 61207.0 | Potsdam_Declaration | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1291485.0 | Situational_ethics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8084518e7 | ARA_Suboficial_Castillo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.2933627e7 | List_of_monsters_in_Marvel_Comics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 206082.0 | USS_West_Virginia_(BB-48) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 252881.0 | Operation_Downfall | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1118396.0 | Chicago_Pile-1 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2614007.0 | Office_of_Censorship | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0168394e7 | Jennet_Conant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.9086313e7 | Perhapsatron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.1191171e7 | McAllister_Hull | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.898596e7 | Johnstown_flood_of_1977 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.5514071e7 | Alberto_Thompson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 157288.0 | Tamworth,_Staffordshire | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1615727.0 | Hiroshima_mon_amour | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4051468.0 | Plutonium-238 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4110093.0 | X-10_Graphite_Reactor | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5640532.0 | VFW_VAK_191B | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0230427e7 | Outliers_(book) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0885401e7 | The_Plutonium_Files | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 207714.0 | USS_Independence_(CVL-22) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080813e7 | USS_Banner_(APA-60) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5045707e7 | The_War_of_the_Worlds_(1953_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3182077e7 | Timeline_of_the_Harry_S._Truman_presidency | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 177595.0 | Glenn_L._Martin_Company | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 269040.0 | History_of_the_United_States_(1945–1964) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 296724.0 | Lamar_Alexander | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3978499.0 | Brave_New_World_(role-playing_game) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0655215e7 | Fukuromachi_Elementary_School_Peace_Museum | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1803775e7 | Spontaneous_Combustion_(film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 31743.0 | Uranium | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6000024e7 | Let's_Go_All_the_Way_(song) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8182.0 | Dwight_D._Eisenhower | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 46825.0 | Otto_Hahn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 76402.0 | Twelve_O'Clock_High | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 471660.0 | Nâzım_Hikmet | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566575.0 | 1956_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 947310.0 | United_States_Department_of_Energy_national_laboratories | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1074739.0 | Seth_Neddermeyer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1210990.0 | Calutron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3686782.0 | USS_Weeden_(DE-797) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4548723.0 | Frank_A._Armstrong | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 30395.0 | Tennessee | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 381797.0 | James_Franck | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2184963e7 | History_of_St._Louis_(1905–1980) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.741841e7 | Edith_Warner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 56359.0 | Leo_Szilard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1041429.0 | Harry_Daghlian | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1067258.0 | Global_Garden | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2149724.0 | Doctor_Atomic | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.8702523e7 | List_of_fictional_United_States_presidencies_of_historical_figures_(P–R) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 698908.0 | Tube_Alloys | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1185584.0 | Melba_Phillips | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2455295.0 | Nô_(film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5595604e7 | Military_history | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 611806.0 | John_Dill | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1626768.0 | Massachusetts_Museum_of_Contemporary_Art | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2908928.0 | MAUD_Committee | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2988445.0 | Einstein–Szilard_letter | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8793967.0 | Apocrypha_(The_X-Files) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7635462e7 | List_of_atheists_in_science_and_technology | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 32310.0 | Lockheed_U-2 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 420888.0 | USS_Tautog_(SS-199) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1543748.0 | Stephen_Toulmin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2390573.0 | Stan-hattan_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4538945.0 | Presidency_of_Dwight_D._Eisenhower | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9743605.0 | From_Hell_It_Came | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.100775e7 | Shudo_Junior_and_Senior_High_School | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.6058792e7 | RAF_Lakenheath_nuclear_weapons_accidents | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.0939397e7 | List_of_yard_and_district_craft_of_the_United_States_Navy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566201.0 | 1946_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4109863.0 | Gump_(song) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.5688415e7 | 1949_in_the_Soviet_Union | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.77489e7 | Harnekop_Nuclear_Bunker | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.6447473e7 | The_Cyclotron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.9527094e7 | AMES_Type_85 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 241681.0 | Terence_McKenna | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1169762.0 | Freedom_Fighters_(video_game) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 100462.0 | Defense_Intelligence_Agency | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7128122.0 | List_of_The_Waltons_episodes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1511888e7 | Thomas_Allibone | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4656403e7 | USS_Tillamook_(ATA-192) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4950378e7 | Walter_Kauzmann | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6594219e7 | USS_Oak_Hill_(LSD-7) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4137423e7 | Charles_B._Winstead | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.3980914e7 | United_States_war_plans_(1945–1950) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2957941.0 | Marman_clamp | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3666971.0 | Stainsby_Festival | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5429164e7 | USS_Bollinger_(APA-234) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8026101e7 | Arnold_Anderson_(scientist) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5942972e7 | Polaris_(UK_nuclear_programme) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.2018264e7 | British_hydrogen_bomb_programme | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 21649.0 | New_Mexico | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4199790.0 | J._Ernest_Wilkins_Jr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5112421.0 | I_Melt_with_You | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.5904463e7 | The_Troubleshooters_(1959_TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1366782.0 | Eugene_Dooman | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4548588.0 | East_vs._West:_Berlin_1948 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5047394.0 | USAAF_unit_identification_aircraft_markings | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7915163e7 | E._Alison_Kay | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9862015e7 | A_Game_for_the_Living | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2087293e7 | William_Shurcliff | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.4266507e7 | Ross_Gunn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.740317e7 | Josephine_Herrick | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 307267.0 | Max_Frisch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 352564.0 | John_Cockcroft | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 371973.0 | 1917_in_Canada | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2095669.0 | Nuclear_weapons_of_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2428261.0 | Tryokhgorny | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.186025e7 | Oscar_F._Perdomo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2789033e7 | Margo_Lane | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8385871e7 | Cosmic_Ray_(film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.780791e7 | Eldorado_Radium_Silver_Express | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 274718.0 | Far_East_Air_Force_(Royal_Air_Force) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2273655.0 | Anatoli_Yatskov | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3545701e7 | List_of_National_Historic_Landmarks_in_New_York_City | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080845e7 | USS_Bracken | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 31748.0 | Ultra | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 227156.0 | Tinian | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9263047.0 | Ernie_Schroeder | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 186234.0 | David_Bohm | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3318378.0 | Pisa_University_System | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 350452.0 | Kettering | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1614761.0 | Headington_Shark | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0875609e7 | Ralph_Austin_Bard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5770596e7 | 10_Things_You_Don't_Know_About | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 907194.0 | Mohammad_Hatta | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1010930.0 | Kenneth_McKellar_(politician) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1840164.0 | Via_Panisperna_boys | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3383351e7 | Modulated_neutron_initiator | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8932654e7 | Koyaanisqatsi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 283846.0 | Culture_of_Italy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1176777.0 | Science_and_technology_in_the_Soviet_Union | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5097628.0 | Above_and_Beyond_(1952_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6860985.0 | USS_Turner_(DD-834) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9009865.0 | Salinas_Peak | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1450446e7 | List_of_shipwrecks_in_1948 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 355106.0 | Röyksopp | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0373265e7 | Timeline_of_the_North_Korean_nuclear_program | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5743474e7 | William_Duthie_Morgan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 16326.0 | John_W._Campbell | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 22054.0 | Nuclear_fission | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 185853.0 | Hans_Bethe | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 335761.0 | Seto_Inland_Sea | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 504387.0 | List_of_people_from_Nebraska | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566563.0 | 1947_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1346709.0 | Frank_Spedding | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4096976.0 | Nostradamus_in_popular_culture | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9424050.0 | The_Day_the_Fish_Came_Out | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5436286e7 | Hispanics_in_the_United_States_Marine_Corps | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0684157e7 | Two_Bombs,_One_Satellite | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 803611.0 | Lewis_Strauss | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2505538.0 | GURPS_Alternate_Earths | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7955348.0 | Université_de_Montréal | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4928506e7 | February_1960 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5712799e7 | Chagai-II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566569.0 | 1950_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2781821.0 | Aqueous_homogeneous_reactor | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4708774.0 | Dominique_Lorentz | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2014603e7 | Operation_Passage_to_Freedom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2471253e7 | The_Second_World_War_(book_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080965e7 | USS_Crittenden_(APA-77) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8401364e7 | Natural_scientific_research_in_Canada | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.7577491e7 | Yoshio_Shigezono | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.888259e7 | Arthur_V._Peterson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 124989.0 | Mahwah,_New_Jersey | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 209935.0 | University_of_Birmingham | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3267235.0 | Gareth_Cook | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0406914e7 | Robert_Brode | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 214043.0 | Hiroshima_Peace_Memorial | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 340801.0 | Arlington_Hall | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.343171e7 | 97th_Operations_Group | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.9213292e7 | Buck_Rogers | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8586398e7 | SS-GB_(TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3392.0 | British_Columbia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 199511.0 | Paul_Tibbets | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566572.0 | 1953_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 958549.0 | List_of_University_of_California,_Berkeley_faculty | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5260518.0 | The_Towers_of_Silence | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6754432.0 | RAF_Grafton_Underwood | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.6792968e7 | Peer_de_Silva | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 285651.0 | Jonathan_Pollard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1627304.0 | Michihiko_Hachiya | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.6365449e7 | November_1950 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 18597.0 | Little_Boy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 37782.0 | Edward_Teller | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3904585e7 | Roger_Bourke_White | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.054518e7 | Ames_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4807261e7 | 1946_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 127269.0 | Cutchogue,_New_York | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 410215.0 | Sam_Rayburn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 608261.0 | First_Quebec_Conference | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3384048.0 | WASH-740 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4859933.0 | Eugene_Pallette | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6438468e7 | Alternative_versions_of_Joker | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6638928e7 | List_of_Jewish_atheists_and_agnostics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.9029604e7 | De_Avonturen_van_Pa_Pinkelman | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1141498.0 | USS_Parche_(SS-384) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4037583.0 | Laurence_Dworet | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2802425e7 | John_T._Hayward | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.4309803e7 | Mind_at_the_End_of_Its_Tether | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.8383891e7 | Walter_M._Robertson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 295100.0 | The_Great_Artiste | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 713949.0 | Baltimore_City_College | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 894522.0 | Fu_Foundation_School_of_Engineering_and_Applied_Science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1762066.0 | Franck_Report | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6124046.0 | Big_Stink_(aircraft) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8037469.0 | The_Pirate_(short_story) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 16518.0 | John_Adams_(composer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2681988.0 | Steagles | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5780650.0 | Worldwar:_Striking_the_Balance | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.1819273e7 | Chemical_weapons_and_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 376433.0 | Gunbarrel_Highway | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.404778e7 | Battle_Beneath_the_Earth | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 26787.0 | Science_fiction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566278.0 | 1945_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 949556.0 | USS_Skipjack_(SS-184) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2327916.0 | Pavel_Sudoplatov | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7246788.0 | Monster_Squad | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3670898e7 | Science_in_science_fiction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8802741e7 | USS_Basilan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 584985.0 | List_of_Harvard_University_people | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4017673.0 | RAF_Polebrook | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0966108e7 | Noel_Gayler | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.7811234e7 | Radium_Mine | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3851902e7 | Blue_Light_(TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 746591.0 | List_of_Columbia_University_people | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2887573.0 | Robert_Meeropol | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3497076.0 | Truman_(1995_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4305070.0 | History_of_Western_civilization | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4653534.0 | Military_history_of_the_United_States_during_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.250021e7 | Joseph_George_Davidson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8648253e7 | I_Saw_It | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7138667e7 | Paul_Olum | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1586498.0 | Y-12_National_Security_Complex | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5382389.0 | 1952_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9236337.0 | USS_Barrow | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 284008.0 | Peace_symbols | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1834663.0 | Bruno_Pontecorvo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6600382e7 | 1960_in_France | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5025014e7 | Chase_Brass_and_Copper_Company | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3227851.0 | USS_Walter_X._Young_(APD-131) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5422186.0 | Arthur_Widmer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5991505.0 | The_Shadow_(1994_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7860719.0 | Alexander_Sachs | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8603896e7 | Air_Power_(TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1202989.0 | El_Malpais_National_Monument | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8798023.0 | Leon_Davidson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.885462e7 | North_American_P-51_Mustang_variants | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.9690539e7 | October_1964 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7475.0 | CANDU_reactor | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 57977.0 | Mad_scientist | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 74641.0 | George_Gamow | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 76796.0 | History_of_the_People's_Republic_of_China_(1949–1976) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 255198.0 | Notorious_(1946_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566570.0 | 1951_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 590219.0 | Robert_R._Wilson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 635378.0 | Boeing_B-50_Superfortress | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 725910.0 | George_Paget_Thomson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4563051.0 | 509th_Bomb_Wing | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0291182e7 | Swiatecki_bomb_slip | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0521574e7 | Raemer_Schreiber | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 645510.0 | Len_Beadell | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3010948e7 | Most_Dangerous_Man_Alive | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 59503.0 | Bioaccumulation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 156512.0 | University_of_Liverpool | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5448406e7 | Deadline_(science_fiction_story) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.7192205e7 | Teck_Cominco_smelter | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 563950.0 | Coesite | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4331044.0 | List_of_World_War_II_films | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0931083e7 | 147th_Regiment_(United_States) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.2715001e7 | Michael_D._Gordin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.9316616e7 | Military_Intelligence_Bureau | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 34604.0 | 1949 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 894309.0 | The_Beast_from_20,000_Fathoms | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 915493.0 | Robert | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1051266.0 | Ash_Wednesday_bushfires | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4891267e7 | Ye_Qisun | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.6734588e7 | Harold_G._Bowen_Sr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.7577492e7 | Minoru_Yamamoto | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 151876.0 | Bulgarians | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2587870.0 | History_of_Washington_(state) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3128713.0 | People's_Liberation_Army_Rocket_Force | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.034096e7 | Timeline_of_the_nuclear_program_of_Iran | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5106061e7 | Barry_Goldwater_1964_presidential_campaign | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4814676e7 | 1995_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.8115177e7 | Stewart_Menaul | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 459254.0 | Dogfight | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1630495.0 | Norman_Cousins | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2095158.0 | Downtown_Las_Vegas | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4364523.0 | Fission_products_(by_element) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5053802.0 | Reprieve_(album) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1458432e7 | Take_It_So_Hard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4877182e7 | Samuel_Curran | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8260456e7 | Golden_Days_(novel) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.2130966e7 | List_of_modern_obelisks | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3607564e7 | Type_B_ship | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4394952.0 | Thomas_Ferebee | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1477953e7 | USS_Sioux_(AT-75) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8649025e7 | Jacob_Bigeleisen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0399438e7 | Fulmer_Research_Institute | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 366224.0 | Anchor_telephone_exchange | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 864141.0 | Prentice_Cooper | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 920062.0 | Special_Bulletin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4989316e7 | Aircraft_in_fiction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 173857.0 | Harvard_Mark_I | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 304427.0 | Abdus_Salam | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1225199.0 | Henry_DeWolf_Smyth | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1986557.0 | Invasion,_U.S.A._(1952_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4885883.0 | William_G._Windrich | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9031869.0 | High_and_low_politics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2233947e7 | Riazuddin_(physicist) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8886184e7 | Karl_K._Darrow | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2044512e7 | Shuntaro_Hida | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 396703.0 | John_Hasbrouck_Van_Vleck | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 839581.0 | Charles_Sweeney | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 916752.0 | Shelby_Foote | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.558561e7 | Southbridge,_Massachusetts | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 299543.0 | The_Fourth_Protocol | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1242120.0 | GURPS_Technomancer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1906796.0 | Yves_Rocard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4490386.0 | Sniper_Elite_(video_game) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.1795239e7 | John_R._Huizenga | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 29365.0 | Synthetic_element | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2548934.0 | Frisch–Peierls_memorandum | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3744153.0 | Charles_D._Neff | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4645143e7 | Goodbye_California | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3358285e7 | Middlesex_Sampling_Plant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0343428e7 | Aaron_Novick | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.1968585e7 | RDS-3 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.7873336e7 | Gerhard_Dickel | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 199804.0 | Science_and_technology_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9710670.0 | List_of_Sliders_characters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8815826e7 | USS_Avery_Island | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.5351286e7 | Buoyant_Billions | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 157173.0 | Last_Year_at_Marienbad | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9376664e7 | Rhydymwyn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 197870.0 | Chūgoku_region | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1430753.0 | Glendale,_Queens | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1711682e7 | James_C._Marshall | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2343369e7 | Yukawa_Institute_for_Theoretical_Physics | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0355866e7 | The_Catcher_Was_a_Spy_(film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 655444.0 | Satish_Kumar | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1616268e7 | Kenneth_Hubbard | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.8900893e7 | Westinghouse_Lamp_Plant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.4282331e7 | Wolfenstein_II:_The_New_Colossus | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 10979.0 | Franklin_D._Roosevelt | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 157241.0 | Edwin_McMillan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4395936.0 | Harrie_Massey | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3800803e7 | Uranium_hydride_bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7550552e7 | Władysław_Świątecki_(inventor) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 71469.0 | Barn_(unit) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.201155e7 | USS_Wharton_(AP-7) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6450276e7 | Lynde_D._McCormick | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5031314e7 | Frank_W._Bubb_Sr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6693409e7 | Albert_G._Mumma | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.4936329e7 | 2017_Barcelona_attacks | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.7009377e7 | Ron_Robin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.8101625e7 | Paul_F._Kerr | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1121111.0 | HMS_Tracker | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2073714.0 | Daniel_Pedoe | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.770163e7 | Oppenheimer_security_hearing | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8927159e7 | Federal_Reserve_Bank_Building_(Seattle) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1136451.0 | Philip_Klutznick | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1762770.0 | The_Japan_That_Can_Say_No | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1850366.0 | John_E._Rankin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7484707e7 | Five_(1951_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.3595815e7 | Union_of_Australian_Women | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.4074888e7 | USS_LST-911 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 207545.0 | Ronald_Knox | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 566217.0 | 1948_in_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1478613.0 | Vemork | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8426318.0 | Four_Pillars_of_Destiny | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080945e7 | USS_Cortland_(APA-75) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4214337e7 | Project-706 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.2274342e7 | 159th_Liaison_Squadron | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 331795.0 | Kon-Tiki_expedition | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3624019e7 | Hunter_(1977_TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 49814.0 | USS_Salt_Lake_City | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 458829.0 | North_American_AJ_Savage | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2246401.0 | Kenneth_Bainbridge | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3431902.0 | USS_Stack | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5699083.0 | Survival_Under_Atomic_Attack | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6932508.0 | Pacific_Vortex! | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1496437e7 | USS_LST-545 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5881941e7 | Suippes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8459715e7 | Oscar_D'Agostino | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.5640974e7 | April_1958 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.6170003e7 | African-American_scientists_and_technicians_on_the_Manhattan_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8524.0 | Deuterium | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 797121.0 | Powel_Crosley_Jr. | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0673649e7 | Robert_Cornog | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7834.0 | Chain_reaction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 14875.0 | Iowa_State_University | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5231726.0 | 1940_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.9382758e7 | Dowding_system | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.5541387e7 | Japanese_submarine_Ha-204 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 614502.0 | 1941_in_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1584322.0 | Scuttling | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3632184.0 | George_Economou_(Manhattan_Project) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7650738.0 | John_Rowlands_(RAF_officer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1388754e7 | List_of_Eastern_Bloc_agents_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1135461e7 | Vance_Bourjaily | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.7756905e7 | Red_Barbarian | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.4780239e7 | Exercise_Ardent | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 225214.0 | Timeline_of_United_States_history_(1930–1949) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 752468.0 | 10th_Division_(Australia) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8740320.0 | 1950_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2858697e7 | List_of_The_Hardy_Boys_characters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1611268e7 | List_of_shipwrecks_in_1951 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2701269e7 | Muhammad_Hafeez_Qureshi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7004687e7 | John_D._Craig | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 151018.0 | North_Augusta,_South_Carolina | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 428792.0 | Michael_Frayn | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1096465.0 | Radio_Yerevan_jokes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0784195e7 | London_Letters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.7441105e7 | Alan_Herries_Wilson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.406565e7 | Ralph_Landau | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.2573493e7 | High_Explosive_Research | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 65001.0 | Gamera | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3192836.0 | Naval_history_of_Japan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3874749.0 | Devil's_Planet | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6992045.0 | 1945_(Gingrich_and_Forstchen_novel) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1384035e7 | Yutaka_Yaguchi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3140913e7 | One_Ring | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.0350501e7 | List_of_Silicon_Valley_characters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 34550.0 | 1964 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1588017.0 | Minor_characters_in_Bloom_County | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4831178.0 | Civil_defense_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9443576.0 | Claus_Helberg | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.758355e7 | Hugh_Bradner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2443672e7 | USS_Varuna_(AGP-5) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.1589599e7 | Attack_on_Yokosuka | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.4794861e7 | Project_Nobska | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3469248e7 | Robert_Lyster_Thornton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 365519.0 | Victory_over_Japan_Day | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3618428.0 | David_Lawrence_(publisher) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3491749e7 | USS_Rockingham_(APA-229) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8218304e7 | July_1946 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 32767.0 | Vannevar_Bush | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 560402.0 | Fang_Lizhi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3676851.0 | Eugene_Rabinowitch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4126534.0 | Charles_Wilson,_1st_Baron_Moran | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4385677.0 | How_Not_to_Be_Seen_sketch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9365369.0 | Leona_Woods | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9986683.0 | Army_Service_Forces | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 63794.0 | Impact_event | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2346523.0 | Morris_R._Jeppson | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6156759.0 | Mark_(designation) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 125944.0 | Alamogordo,_New_Mexico | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2933431.0 | USS_Mayrant_(DD-402) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3005313.0 | Sergey_Kurnakov | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4308762.0 | List_of_Sin_City_characters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 25523.0 | Richard_Feynman | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 343445.0 | Qian_Xuesen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2395137.0 | Surrender_of_Japan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3761256.0 | Roy_Pinney | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5320361.0 | List_of_Batman:_The_Animated_Series_episodes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9504718.0 | Happy_Nation_(song) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6310812e7 | List_of_shipwrecks_in_1952 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1211197e7 | Grasshoppers_(Cavallette) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1816179e7 | Union_Prayer_Book | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 146971.0 | Green_Goddess | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 207089.0 | USS_Arkansas_(BB-33) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 515922.0 | Judith_Miller | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 972784.0 | Military_aviation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5489058e7 | List_of_battlecruisers_of_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 34624.0 | 1945 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6478244.0 | Little_Green_Men_(Star_Trek:_Deep_Space_Nine) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2939865e7 | Charlotte_Serber | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.0441714e7 | Lindsay_Helmholz | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1155121.0 | USS_Niagara_(APA-87) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2719824e7 | USS_Aucilla | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0516946e7 | Lawrence_E._Glendenin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1356997.0 | Vermont_C._Royster | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1374482.0 | Urakami | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2149708.0 | Did_Six_Million_Really_Die? | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9676404.0 | Nguyễn_Chí_Thiện | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3391948e7 | Gustave_Reininger | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4038372e7 | Bismuth_phosphate_process | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1951235.0 | Metallurgical_Laboratory | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3093327.0 | Caesium-137 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.7626644e7 | Frances_V._Harbour | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.4322758e7 | Edward_P._Ney | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3764346e7 | AI_Mark_VIII_radar | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3331078e7 | List_of_Operational_Requirements_for_nuclear_weapons | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.1487212e7 | Allen_F._Donovan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1197121.0 | USS_Pilotfish_(SS-386) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1643572.0 | José_Leite_Lopes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3818583.0 | HMH-361 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5987636.0 | USS_Trefoil_(IX-149) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2768472e7 | USS_Enoree_(AO-69) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 206657.0 | USS_Shangri-La | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1791662.0 | William_Penney,_Baron_Penney | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0707567e7 | Clinton_Engineer_Works | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.3355228e7 | Latin_music | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 155558.0 | Sandia_National_Laboratories | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 310004.0 | Ronald_W._Clark | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 490588.0 | Bernard_T._Feld | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2742737e7 | The_\"Fish\"_Cheer/I-Feel-Like-I'm-Fixin'-to-Die_Rag | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0390062e7 | M._S._Factory,_Valley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3779882e7 | Robert_von_Ezdorf | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 448716.0 | William_D._Leahy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1056809.0 | Yoshito_Matsushige | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1125711.0 | Operation_Hurricane | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6976884.0 | Battlefield_Earth_(novel) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8663924.0 | 1955_in_the_United_Kingdom | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2536016e7 | Hispanic_Americans_in_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 17845.0 | Letter_(message) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 33496.0 | Weapon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 164329.0 | Avro_Lancaster | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2933554.0 | USS_Trippe_(DD-403) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6123978.0 | Laggin'_Dragon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1637189.0 | William_L._Clayton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3774164.0 | USS_Geneva_(APA-86) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5521547.0 | Danish_Americans | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4065418e7 | Non-stick_surface | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7978606e7 | A_Thousand_Suns | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.764875e7 | David_B._Nicodemus | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.8890803e7 | Norman_Hilberry | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 22133.0 | Nuclear_chain_reaction | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3226839.0 | George_Silk | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3528759.0 | History_of_Halifax,_Nova_Scotia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7174639.0 | Insertion_time | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.8012103e7 | The_Untold_History_of_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.310898e7 | Kaj_Aage_Gunnar_Strand | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 10264.0 | Enrico_Fermi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 66057.0 | DuMont_Television_Network | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 495585.0 | Taiyō_o_Nusunda_Otoko | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4827066.0 | Paul_Norris | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1252250.0 | Godzilla,_Mothra_and_King_Ghidorah:_Giant_Monsters_All-Out_Attack | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1607173.0 | George_L._Harrison | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.4806977e7 | 1939_in_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 11493.0 | Fallout_shelter | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 206221.0 | Henry_H._Arnold | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2063689.0 | Arthur_Jeffrey_Dempster | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3648687.0 | Shinkolobwe | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0727293e7 | Iccho_Itoh | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2819734e7 | List_of_people_considered_father_or_mother_of_a_field | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3093845e7 | Noriaki_Tsuchimoto | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3990103e7 | Box_Car_Racer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.1957579e7 | British_contribution_to_the_Manhattan_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.977474e7 | Deaths_in_March_2000 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 63335.0 | Childhood's_End | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 898162.0 | List_of_fictional_monarchs_of_real_countries | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8224295.0 | A4200_road | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9087090.0 | Astral_Doors | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3674069e7 | Hippocratic_Oath_for_scientists | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5256987e7 | Kirill_Tolpygo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.2952515e7 | Charles_L._Carpenter | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 179512.0 | Jumping_the_shark | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 203279.0 | USS_Saratoga_(CV-3) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 396733.0 | Val_Logsdon_Fitch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 507859.0 | Louis_Slotin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 594037.0 | Special_Relationship | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 597900.0 | Saunders-Roe_SR.53 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080927e7 | USS_Cleburne_(APA-73) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.4565427e7 | James_C._Keck | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 193367.0 | USS_Salt_Lake_City_(CA-25) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 999864.0 | Trinity_(video_game) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4920194.0 | Frederick_Hurten_Rhead | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5807387.0 | List_of_Jesuits | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.255528e7 | June_1959 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0488736e7 | The_Second_World_War_(book) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.5111069e7 | The_Man_in_the_High_Castle_(TV_series) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4162206.0 | Fort_Halstead | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3065014e7 | Top_Cottage | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.2802349e7 | Naval_history_of_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2509392.0 | GURPS_Infinite_Worlds | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5372973.0 | History_of_St._Louis | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2124633e7 | USS_Tills | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5795138e7 | List_of_World_War_II_science_fiction,_fantasy,_and_horror_films | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.7564195e7 | Lester_Skaggs | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.6933294e7 | Bombing_of_Tokyo_(10_March_1945) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1107368.0 | Langdon_Warner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1217460.0 | Scuola_Normale_Superiore_di_Pisa | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2268250.0 | Mark_Muir_Mills | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0984126e7 | Seabees_in_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.1913329e7 | Munir_Ahmad_Khan | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.8619803e7 | The_Cyborg_and_the_Sorcerers | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8695418e7 | Curious_Notions | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.9051028e7 | List_of_fictional_presidents_of_the_United_States_(G–H) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2639754.0 | William_Deakin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1759466e7 | Jacob_Beser | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.2815847e7 | Day_One_(1989_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 128452.0 | Cavendish_Laboratory | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 587693.0 | William_Sterling_Parsons | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2276037.0 | Padre_Island | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0944233e7 | Charles_McNider | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 879501.0 | Norwegian_heavy_water_sabotage | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.271696e7 | USS_Chilton_(APA-38) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.6555042e7 | Timeline_of_World_War_II_(1945–1991) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.7661638e7 | Ray_Lawrence_(record_producer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 97830.0 | Nuclear_technology | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7305060.0 | USS_Mender | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1388411.0 | Copenhagen_(play) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1964078.0 | Crash_Dive | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3372435.0 | Charles_Christian_Lauritsen | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3698050.0 | Hans_Rosbaud | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6728339.0 | Raymond_R._Schumacher | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8340706.0 | Killers_from_Space | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.0853791e7 | War_against_the_potato_beetle | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.4496752e7 | Arnold_Wolfers | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.6724944e7 | August_1945 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2522233.0 | USCGC_Bramble_(WLB-392) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2696902.0 | P._Y._Saeki | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5674470.0 | Fireworks_by_Grucci | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5710347e7 | 515th_Parachute_Infantry_Regiment_(United_States) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6801864e7 | Kon-Tiki_(2012_film) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.0525886e7 | Hydrogen_isotope_biogeochemistry | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 516918.0 | Jose_P._Laurel | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.7354728e7 | Chemical_Warfare_Service:_Flame_Tank_Group_Seabees | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7729.0 | Captain_America | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 307257.0 | Roscoe_H._Hillenkoetter | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1016442.0 | Manuela_Santiago_Collazo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2317416.0 | Coffee_Talk_(Saturday_Night_Live) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2875647.0 | Energy–momentum_relation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4714516.0 | Laser_weapon | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8589876e7 | First_Yank_into_Tokyo | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8783048e7 | Nuclear_Secrets | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.9464762e7 | Herbert_Durkin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 19603.0 | Manhattan_Project | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 39038.0 | Hanford_Site | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 39040.0 | Ernest_Lawrence | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 423366.0 | Jacob_Viner | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 711853.0 | Joe_Kieyoomia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.1443761e7 | Mikhail_Pervukhin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 406017.0 | Balance_of_terror | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 777174.0 | Big_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1312930.0 | Wrong_Is_Right | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2777254.0 | Helge_Jung | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6346748.0 | Manhattan_Project_(song) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5.3343304e7 | Arthur_David_Torlesse | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 177729.0 | Zeppo_Marx | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 355000.0 | James_B._Conant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 951124.0 | Auric_Goldfinger | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3048699.0 | Moist_desquamation | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8892305.0 | 2002_Eastern_Mediterranean_event | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.0694704e7 | Theta_pinch | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 39034.0 | J._Robert_Oppenheimer | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4061738.0 | Thomas_Farrell_(United_States_Army_officer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.9283873e7 | 1950 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0526307e7 | Charles_D._Coryell | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7.1664437e7 | Liu_Yunbin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 315710.0 | Mark_Oliphant | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1015331.0 | Bat_bomb | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1261101.0 | Oliver_Wendell_Jones | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.6618104e7 | The_Manhattan_Projects | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 342826.0 | 1940_in_science | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1083070.0 | Arnold_Potts | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.349352e7 | USS_Bland | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8306543e7 | Jessie_Stevenson_Kovalenko_Medal | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 129652.0 | Oakwood,_Montgomery_County,_Ohio | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 401225.0 | The_City_on_the_Edge_of_Forever | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 507796.0 | HMS_Uganda_(66) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 518003.0 | USS_Searaven_(SS-196) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.602142e7 | Mari_Gorman | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.2115877e7 | Tsutomu_Yamaguchi | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.8061808e7 | William_L._Uanna | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5554068e7 | Leonard_Peter_Schultz | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.926546e7 | Edwin_Flavell_(RAF_officer) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 116691.0 | North_Adams,_Massachusetts | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8826410.0 | USS_Braxton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080915e7 | USS_Carteret_(APA-70) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.0981692e7 | Ted_Doyle | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 60540.0 | Leslie_Groves | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 326834.0 | Patrick_Blackett | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 441642.0 | Operation_Grapple | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2391828.0 | Claude_Eatherly | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4884462.0 | Hammer_&_Sickle | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8339779.0 | Breeds_There_a_Man...? | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.3446366e7 | Ukrainians_in_Russia | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4049029e7 | George_Koval | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080852e7 | USS_Briscoe_(APA-65) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.5899369e7 | Robie_Macauley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.3916699e7 | Strategic_Computing_Initiative | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 6.4011351e7 | Discovery_of_nuclear_fission | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 31922.0 | University_of_California,_Berkeley | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 102915.0 | Jack_Parsons | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 712716.0 | NERVA | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 730450.0 | Deutsche_Physik | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2252464.0 | Alexander_Scourby | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2594225.0 | Samuel_King_Allison | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2599915.0 | Leonid_Kvasnikov | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 8080591.0 | List_of_World_War_II_military_operations | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.0246099e7 | United_Nations_Security_Council_Resolution_1747 | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.1561403e7 | USS_Pelican_(AMS-32) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4080997e7 | USS_Fallon_(APA-81) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 363992.0 | 1950s_in_film | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 416813.0 | University_of_Minnesota | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.4410346e7 | Max_Bodenstein | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.0785562e7 | Western_Military_Academy | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 5987775.0 | USS_Quartz_(IX-150) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 7852575.0 | Ernest_Titterton | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9210780.0 | List_of_The_Six_Million_Dollar_Man_episodes | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 9938573.0 | Isaak_Kikoin | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1.8985287e7 | Culture_of_the_United_States | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.5670368e7 | List_of_Sigma_Nu_brothers | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 924954.0 | The_Heroes_of_Telemark | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 326225.0 | Technology_during_World_War_II | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1109514.0 | USS_Trepang_(SS-412) | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 1822400.0 | List_of_American_University_people | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 2.6255671e7 | Moshi_Monsters | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 3.5802855e7 | Properties_of_metals,_metalloids_and_nonmetals | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 4.5461344e7 | Eric_Burhop | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
| 244749.0 | Chelyabinsk | 1238.0 | Atomic_bomb | 21785.0 | Nuclear_weapon |
Now we create our new table of edges, where we drop all edges to redirects and add in the direct edges instead.
twoStepRedirects.createOrReplaceTempView("twoStepRedirects")
SELECT enwiki_graph_edges.src,
enwiki_graph_edges.src_title,
enwiki_graph_edges.dst,
enwiki_graph_edges.dst_title,
0 AS shortenedRedirect
FROM enwiki_graph_edges INNER JOIN enwiki_page ON enwiki_page.page_id = enwiki_graph_edges.dst
WHERE enwiki_page.page_is_redirect = 0
UNION ALL
SELECT twoStepRedirects.artA AS src,
twoStepRedirects.artA_title AS src_title,
twoStepRedirects.artC AS dst,
twoStepRedirects.artC_title AS dst_title,
1 AS shortenedRedirect
FROM twoStepRedirects
| src | src_title | dst | dst_title |
|---|---|---|---|
| 3.0322746e7 | General_Staff_of_Azerbaijani_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8849049e7 | Aşağı_Ağcakənd | 1088.0 | Azerbaijani_Armed_Forces |
| 412390.0 | Administrative_divisions_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.2576829e7 | Agriculture_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6041396e7 | Namig_Islamzadeh | 1088.0 | Azerbaijani_Armed_Forces |
| 5.7836785e7 | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan | 1088.0 | Azerbaijani_Armed_Forces |
| 31730.0 | British_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 31861.0 | Armed_Forces_of_the_Republic_of_Uzbekistan | 1088.0 | Azerbaijani_Armed_Forces |
| 67538.0 | Australian_Defence_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 1492872.0 | Qakh_District | 1088.0 | Azerbaijani_Armed_Forces |
| 3.2945088e7 | Red_Army_invasion_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4526380.0 | Ministry_of_National_Security_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0314065e7 | Najmeddin_Sadikov | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1447628e7 | Abkhazian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0187921e7 | Samir_Kachayev | 1088.0 | Azerbaijani_Armed_Forces |
| 12065.0 | Defence_Forces_of_Georgia | 1088.0 | Azerbaijani_Armed_Forces |
| 5731277.0 | Fauna_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 17769.0 | Latvian_National_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9230903e7 | Yevgeny_Karlov | 1088.0 | Azerbaijani_Armed_Forces |
| 12126.0 | Military_of_Greenland | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1490379e7 | Rail_Rzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 288188.0 | Bundeswehr | 1088.0 | Azerbaijani_Armed_Forces |
| 2.4777268e7 | Armed_Forces_of_Transnistria | 1088.0 | Azerbaijani_Armed_Forces |
| 1.2339349e7 | Architecture_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 30116.0 | Armed_Forces_of_the_Republic_of_Tajikistan | 1088.0 | Azerbaijani_Armed_Forces |
| 69007.0 | Military_of_Bhutan | 1088.0 | Azerbaijani_Armed_Forces |
| 2867590.0 | Royal_Cambodian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6040932.0 | Security_Forces_Command | 1088.0 | Azerbaijani_Armed_Forces |
| 5.5095974e7 | Healthcare_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.2197952e7 | List_of_Azerbaijani_flags | 1088.0 | Azerbaijani_Armed_Forces |
| 3.051115e7 | Azerbaijani_Flag_Order | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5910706e7 | Zafar_Order | 1088.0 | Azerbaijani_Armed_Forces |
| 5949758.0 | Land_mine_situation_in_Nagorno-Karabakh | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5625767e7 | 2020_Ghazanchetsots_Cathedral_shelling | 1088.0 | Azerbaijani_Armed_Forces |
| 1492928.0 | Tovuz_District | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8849026e7 | Gülüstan,_Goranboy | 1088.0 | Azerbaijani_Armed_Forces |
| 3.5079877e7 | Azerbaijani_traditional_clothing | 1088.0 | Azerbaijani_Armed_Forces |
| 5.7994574e7 | Military_Band_Service_of_the_Armed_Forces_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.013264e7 | 1920_Ganja_revolt | 1088.0 | Azerbaijani_Armed_Forces |
| 2.2612236e7 | 2008_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 7.1744547e7 | September_2022_Armenia–Azerbaijan_clashes | 1088.0 | Azerbaijani_Armed_Forces |
| 2.4315452e7 | List_of_people_from_Baku | 1088.0 | Azerbaijani_Armed_Forces |
| 5.6000989e7 | Tsarist_officers_in_the_Red_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 161087.0 | Timor_Leste_Defence_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 27346.0 | Slovenian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1169023e7 | Ministry_of_Defence_Industry_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9331755e7 | Task_Force_ALBA | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9607179e7 | Fakhraddin_Najafov | 1088.0 | Azerbaijani_Armed_Forces |
| 34252.0 | Republic_of_Yemen_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1478175.0 | Public_holidays_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 32425.0 | Military_in_Vatican_City | 1088.0 | Azerbaijani_Armed_Forces |
| 67639.0 | Politics_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1274140.0 | Islam_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6499801e7 | Tarlan_Aliyarbayov | 1088.0 | Azerbaijani_Armed_Forces |
| 3.3284721e7 | List_of_massacres_of_Armenians | 1088.0 | Azerbaijani_Armed_Forces |
| 5.7265128e7 | Baykar | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5605916e7 | 2020_bombardment_of_Stepanakert | 1088.0 | Azerbaijani_Armed_Forces |
| 914180.0 | Stepanakert | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6168931e7 | Marine_Infantry_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.572327e7 | EXTRA_artillery_rocket_system | 1088.0 | Azerbaijani_Armed_Forces |
| 39237.0 | Israel_Defense_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7127135e7 | Commander_of_the_Navy_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 10724.0 | French_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 19269.0 | Public_Services_(Monaco) | 1088.0 | Azerbaijani_Armed_Forces |
| 27468.0 | Swiss_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 343356.0 | List_of_cities_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.7721373e7 | Medicine_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.5829912e7 | Natural_resources_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 32384.0 | People's_Army_of_Vietnam | 1088.0 | Azerbaijani_Armed_Forces |
| 21263.0 | Korean_People's_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 3206857.0 | Religion_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.2626991e7 | Commission_on_Combating_Corruption | 1088.0 | Azerbaijani_Armed_Forces |
| 6.614052e7 | Karim_Valiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.3734783e7 | Azerbaijan_in_antiquity | 1088.0 | Azerbaijani_Armed_Forces |
| 562798.0 | Defence_Forces_(Ireland) | 1088.0 | Azerbaijani_Armed_Forces |
| 1.7888556e7 | Corps_of_drums | 1088.0 | Azerbaijani_Armed_Forces |
| 6.022641e7 | Beyler_Agayev | 1088.0 | Azerbaijani_Armed_Forces |
| 10715.0 | Finnish_Defence_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 30136.0 | Royal_Thai_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 2.9435352e7 | Yavar_Jamalov | 1088.0 | Azerbaijani_Armed_Forces |
| 36398.0 | 2020s | 1088.0 | Azerbaijani_Armed_Forces |
| 6.57206e7 | STM_Kargu | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5805089e7 | 2020–2021_Armenian_protests | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8918691e7 | Farukh | 1088.0 | Azerbaijani_Armed_Forces |
| 3.8023365e7 | List_of_Azerbaijani_generals | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6359386e7 | Subhan_Jabrayilov | 1088.0 | Azerbaijani_Armed_Forces |
| 7311197.0 | Azerbaijan–Turkey_relations | 1088.0 | Azerbaijani_Armed_Forces |
| 2.2469823e7 | Azerbaijani_peacekeeping_forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.1609086e7 | Bronze_and_Iron_Age_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.7911049e7 | Ministry_of_Defence_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8119649e7 | Special_Purpose_Police_Unit | 1088.0 | Azerbaijani_Armed_Forces |
| 4.3807767e7 | Ilyas_Ismayilli | 1088.0 | Azerbaijani_Armed_Forces |
| 1081.0 | Economy_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3537.0 | Armed_Forces_of_Belarus | 1088.0 | Azerbaijani_Armed_Forces |
| 698454.0 | Azerbaijanis | 1088.0 | Azerbaijani_Armed_Forces |
| 4788086.0 | Azerbaijan_Medical_University | 1088.0 | Azerbaijani_Armed_Forces |
| 6.235848e7 | Air_and_Coastal_Defense_Command | 1088.0 | Azerbaijani_Armed_Forces |
| 6.3900274e7 | Shushi_Liberation_Day | 1088.0 | Azerbaijani_Armed_Forces |
| 401606.0 | Index_of_Azerbaijan-related_articles | 1088.0 | Azerbaijani_Armed_Forces |
| 4941803.0 | Azerbaijani_Navy | 1088.0 | Azerbaijani_Armed_Forces |
| 6.3098671e7 | Poverty_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 7.1288138e7 | History_of_the_Azerbaijani_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 19115.0 | Malaysian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 309778.0 | Music_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5699078e7 | Armenia–Iraq_relations | 1088.0 | Azerbaijani_Armed_Forces |
| 58145.0 | Cossacks | 1088.0 | Azerbaijani_Armed_Forces |
| 68951.0 | Belgian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.2357499e7 | Royal_Thai_Naval_Air_Division | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6185091e7 | 4th_Army_Corps_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 4116970.0 | Central_Bank_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4380486.0 | Armenian–Tatar_massacres_of_1905–1907 | 1088.0 | Azerbaijani_Armed_Forces |
| 6415919.0 | Maraga_massacre | 1088.0 | Azerbaijani_Armed_Forces |
| 7171338.0 | Indian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 2.339895e7 | Romanian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0017617e7 | Military_parades_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2693748.0 | December_1993 | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0927351e7 | Azerbaijani_National_Guard | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5514952e7 | Hikmat_Mirzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 40196.0 | Transport_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1074631.0 | Common_Security_and_Defence_Policy | 1088.0 | Azerbaijani_Armed_Forces |
| 8626193.0 | Gurgen_Dalibaltayan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8933221e7 | Royal_Brunei_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3408142e7 | Sri_Lanka_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5921759e7 | Babak_Samidli | 1088.0 | Azerbaijani_Armed_Forces |
| 3197492.0 | Rovshan_Javadov | 1088.0 | Azerbaijani_Armed_Forces |
| 6922486.0 | Extreme_points_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.614834e7 | Freedom_of_religion_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.9079143e7 | Armed_Forces_of_South_Ossetia | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8096514e7 | Jamshid_Nakhchivanski_Military_Lyceum | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8846257e7 | Cocuq_Mərcanlı | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8037194e7 | Dadash_Rzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 4.41739e7 | Military_activity_of_the_Islamic_State | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8641561e7 | Isgender_Aznaurov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6297159e7 | Ramiz_Gasimov | 1088.0 | Azerbaijani_Armed_Forces |
| 20394.0 | Tatmadaw | 1088.0 | Azerbaijani_Armed_Forces |
| 36397.0 | 2010s | 1088.0 | Azerbaijani_Armed_Forces |
| 27276.0 | Armed_Forces_of_Saudi_Arabia | 1088.0 | Azerbaijani_Armed_Forces |
| 1222633.0 | Royal_Thai_Navy | 1088.0 | Azerbaijani_Armed_Forces |
| 4695860.0 | Nagorno-Karabakh_conflict | 1088.0 | Azerbaijani_Armed_Forces |
| 2.5137672e7 | Energy_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6176862e7 | 2nd_Army_Corps_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.8603785e7 | Ramiz_Tahirov | 1088.0 | Azerbaijani_Armed_Forces |
| 40195.0 | Telecommunications_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.4890635e7 | 1993–2016_military_reforms_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5581.0 | Armed_Forces_of_Croatia | 1088.0 | Azerbaijani_Armed_Forces |
| 19248.0 | Armed_Forces_of_the_Republic_of_Moldova | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1864529e7 | Aeronautics_Defense_Orbiter | 1088.0 | Azerbaijani_Armed_Forces |
| 6.641496e7 | Babak_Alakbarov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.8233981e7 | 2020_bombardment_of_Martuni | 1088.0 | Azerbaijani_Armed_Forces |
| 21162.0 | Netherlands_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8621677e7 | Naig_Yusifov | 1088.0 | Azerbaijani_Armed_Forces |
| 5366487.0 | Human_rights_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 9519693.0 | Participants_in_Operation_Enduring_Freedom | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3916399e7 | Sport_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.4496251e7 | Barak_8 | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7243383e7 | Intigam_Asgarli | 1088.0 | Azerbaijani_Armed_Forces |
| 19279.0 | Mongolian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 669244.0 | War_college | 1088.0 | Azerbaijani_Armed_Forces |
| 1.328078e7 | Arayik_Harutyunyan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.1170719e7 | Azerbaijani_Army_100th_anniversary_medal | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5848493e7 | Samir_Safarov | 1088.0 | Azerbaijani_Armed_Forces |
| 27479.0 | Syrian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.3427826e7 | Cabinet_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8846258e7 | Şəybəy | 1088.0 | Azerbaijani_Armed_Forces |
| 3.7014386e7 | Talish-Mughan_culture | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6328752e7 | 2020_Azerbaijani_protests | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6677371e7 | Operation_Kalbajar | 1088.0 | Azerbaijani_Armed_Forces |
| 7.1844164e7 | Death_of_Anush_Apetyan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1447694e7 | List_of_companies_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1659771e7 | Military_history_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.0153898e7 | Polish_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 4.2424746e7 | Rasul_Chunayev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.767076e7 | Tofig_Aghahuseynov | 1088.0 | Azerbaijani_Armed_Forces |
| 1230371.0 | Royal_Thai_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 1.5721449e7 | Azerbaijan–European_Union_relations | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5743443e7 | Yashar_Hasanov | 1088.0 | Azerbaijani_Armed_Forces |
| 291026.0 | List_of_battles_in_the_21st_century | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8918966e7 | Hadrut | 1088.0 | Azerbaijani_Armed_Forces |
| 1.3634062e7 | Constitution_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.2503385e7 | Armed_Forces_of_the_Republic_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.035997e7 | Hidayat_Rustamov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5922276e7 | Madagiz_offensive | 1088.0 | Azerbaijani_Armed_Forces |
| 4318954.0 | Azerbaijani_Air_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.716738e7 | Azerbaijan_Military | 1088.0 | Azerbaijani_Armed_Forces |
| 5.3412468e7 | Military_ranks_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.6759971e7 | Conscription_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6279185e7 | Anar_Aliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3269917e7 | Military_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.836273e7 | Garachay | 1088.0 | Azerbaijani_Armed_Forces |
| 5.415509e7 | State_Service_for_Mobilization_and_Conscription_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9387862e7 | Yavar_Aliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.579868e7 | 2020_Russian_Mil_Mi-24_shootdown | 1088.0 | Azerbaijani_Armed_Forces |
| 339643.0 | Flag_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5424688.0 | Jordanian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5650950.0 | Zoroastrianism_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1353482e7 | Albert_Agarunov | 1088.0 | Azerbaijani_Armed_Forces |
| 4.3454993e7 | Armed_forces_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1151523.0 | Azerbaijani_manat | 1088.0 | Azerbaijani_Armed_Forces |
| 5444617.0 | Armed_Forces_of_Montenegro | 1088.0 | Azerbaijani_Armed_Forces |
| 8038.0 | Danish_Defence | 1088.0 | Azerbaijani_Armed_Forces |
| 27335.0 | Slovak_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 544668.0 | Ismail_I | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0135122e7 | Immigration_to_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.6193899e7 | 2018_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1097.0 | Armed_Forces_of_Armenia | 1088.0 | Azerbaijani_Armed_Forces |
| 7077806.0 | Orography_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0003869e7 | Elman_Huseynov | 1088.0 | Azerbaijani_Armed_Forces |
| 27256.0 | Sammarinese_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 67638.0 | Demographics_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5561994e7 | Zaur_Rzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 1351138.0 | Elections_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.0825064e7 | Baháʼí_Faith_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 13431.0 | Hungarian_Defence_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5122310.0 | March_Days | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8270723e7 | Sotk | 1088.0 | Azerbaijani_Armed_Forces |
| 6.883363e7 | Azerbaijan_in_the_Council_of_Europe | 1088.0 | Azerbaijani_Armed_Forces |
| 1322733.0 | Black_January | 1088.0 | Azerbaijani_Armed_Forces |
| 3.7897147e7 | National_symbols_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 25709.0 | Russian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5613218e7 | Casualties_of_the_2020_Nagorno-Karabakh_war | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6258543e7 | Zaur_Guliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3575502e7 | Tourism_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.807413e7 | 2010_in_Europe | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8483543e7 | Yusif_Akhundzade | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6101111e7 | Kanan_Seyidov | 1088.0 | Azerbaijani_Armed_Forces |
| 2.5131731e7 | Azerbaijani_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 6.377299e7 | Pornography_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6040794e7 | Aghamir_Sultanov | 1088.0 | Azerbaijani_Armed_Forces |
| 2073962.0 | ASQ | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8882652e7 | Seysulan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1634642e7 | Novruz_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.7958605e7 | Eldar_Mammadov | 1088.0 | Azerbaijani_Armed_Forces |
| 5.3929862e7 | Syrian_Special_Mission_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6221176e7 | Victory_Banner_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 19086.0 | Army_of_North_Macedonia | 1088.0 | Azerbaijani_Armed_Forces |
| 4016533.0 | National_Assembly_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.672858e7 | Shahin_Allahyarov | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0927665e7 | Internal_Troops_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 7.059512e7 | Matin_Karimli | 1088.0 | Azerbaijani_Armed_Forces |
| 3674.0 | Bulgarian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 17779.0 | Lebanese_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 7370911.0 | History_of_the_Jews_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.6084354e7 | Women_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.000345e7 | 1995_Azerbaijani_coup_d'état_attempt | 1088.0 | Azerbaijani_Armed_Forces |
| 6.2009022e7 | Elshad_Akhadov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4398676e7 | Azerbaijani_National_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 1.2975707e7 | Safar_Abiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 3.6945373e7 | Theatre_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.9601754e7 | Saudi_Arabian_Military_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 17837.0 | Luxembourg_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8271586e7 | Yeraskh | 1088.0 | Azerbaijani_Armed_Forces |
| 4.1427083e7 | 2014_in_aviation | 1088.0 | Azerbaijani_Armed_Forces |
| 16959.0 | Katyusha_rocket_launcher | 1088.0 | Azerbaijani_Armed_Forces |
| 1.7967625e7 | Mineral_industry_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.741215e7 | Military_Trophy_Park_(Baku) | 1088.0 | Azerbaijani_Armed_Forces |
| 5463765.0 | List_of_military_clothing_camouflage_patterns | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9101736e7 | Hafiz_Bakhshaliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9921988e7 | Metallurgy_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 14650.0 | Indonesian_National_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6389332.0 | Military_history_of_Scotland | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5986628e7 | Kazakh_sultanate | 1088.0 | Azerbaijani_Armed_Forces |
| 23369.0 | Pakistan_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 877164.0 | Arran_(Caucasus) | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0321796e7 | Nuraddin_Sadigov | 1088.0 | Azerbaijani_Armed_Forces |
| 404448.0 | Azerbaijan_Soviet_Socialist_Republic | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6096694e7 | Ilham_Mehdiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 5.0235358e7 | Kyaram_Sloyan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.863037e7 | Chingiz_Gurbanov | 1088.0 | Azerbaijani_Armed_Forces |
| 746.0 | Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 40207.0 | Albanian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 7150649.0 | Environmental_issues_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0078221e7 | Elchin_Guliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.9847606e7 | Battle_of_Yalama | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9608408e7 | Igor_Vladimirovich_Makeyev | 1088.0 | Azerbaijani_Armed_Forces |
| 21330.0 | Nepalese_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.416948e7 | Elnur_M._Allahverdiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 5844475.0 | Palestinian_National_Security_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6150419e7 | 3rd_Army_Corps_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 12116.0 | Hellenic_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1492937.0 | Khojavend_District | 1088.0 | Azerbaijani_Armed_Forces |
| 4941797.0 | Azerbaijani_Land_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6344907e7 | 811th_Lachin_Alpine_Rifle_Regiment | 1088.0 | Azerbaijani_Armed_Forces |
| 2.7172367e7 | Azerbaijani_folklore | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4563867e7 | Polad_Hashimov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6101738e7 | Zaur_Nudiraliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 774820.0 | List_of_Azerbaijanis | 1088.0 | Azerbaijani_Armed_Forces |
| 3764215.0 | Prime_Minister_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8109579e7 | Jamshid_Nakhchivanski | 1088.0 | Azerbaijani_Armed_Forces |
| 4.2799055e7 | Armed_Forces_of_Ukraine | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9315722e7 | Swisscoy | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5898802e7 | Gorkhmaz_Eyvazov | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8209104e7 | Mubariz_Ibrahimov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5787844e7 | Battle_of_Shusha_(2020) | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1189576e7 | Azerbaijani_rug | 1088.0 | Azerbaijani_Armed_Forces |
| 7772957.0 | Christianity_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8846225e7 | Böyük_Mərcanlı | 1088.0 | Azerbaijani_Armed_Forces |
| 6.1912815e7 | \"90th_Anniversary_of_the_Armed_Forces_of_Azerbaijan_(1918–2008)\"_Medal | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6138118e7 | Haydar_Piriyev | 1088.0 | Azerbaijani_Armed_Forces |
| 2.0876674e7 | Rafael_Aghayev | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3896354e7 | Christianity_in_the_21st_century | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8024426e7 | Mammadrafi_Mammadov | 1088.0 | Azerbaijani_Armed_Forces |
| 5.5843237e7 | Azerbaijan–NATO_relations | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5904472e7 | Ilgar_Mirzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 14705.0 | Italian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 877182.0 | Shirvan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8017509e7 | Valeh_Barshadly | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4718117e7 | List_of_modern_equipment_of_the_Azerbaijani_Air_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 51387.0 | 2016 | 1088.0 | Azerbaijani_Armed_Forces |
| 2785204.0 | Japan_Self-Defense_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 8620021.0 | Australian_Defence_Organisation | 1088.0 | Azerbaijani_Armed_Forces |
| 1.4338552e7 | List_of_military_special_forces_units | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8424551e7 | Valeh_Muslumov | 1088.0 | Azerbaijani_Armed_Forces |
| 806090.0 | Qara_Qoyunlu | 1088.0 | Azerbaijani_Armed_Forces |
| 5.224123e7 | Borders_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0459344e7 | Anatoly_Nikolayevich_Davidovich | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5948171e7 | 641st_Naval_Special_Operations_Brigade | 1088.0 | Azerbaijani_Armed_Forces |
| 1437631.0 | Armed_Forces_of_Malta | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8048362e7 | Shahin_Musayev | 1088.0 | Azerbaijani_Armed_Forces |
| 68932.0 | Bangladesh_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 3.035175e7 | Azerbaijani_military | 1088.0 | Azerbaijani_Armed_Forces |
| 5.0529206e7 | Robert_Abajyan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6305663e7 | Ramiz_Jafarov | 1088.0 | Azerbaijani_Armed_Forces |
| 4.8268769e7 | Day_of_Restoration_of_Independence_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6149221e7 | 1st_Army_Corps_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 16692.0 | Kuwait_Military_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 757750.0 | Norwegian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5.357506e7 | Corruption_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3308803.0 | Goris | 1088.0 | Azerbaijani_Armed_Forces |
| 5639884.0 | Armenian–Azerbaijani_war_(1918–1920) | 1088.0 | Azerbaijani_Armed_Forces |
| 7095335.0 | Climate_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 8386163.0 | Armen_Sarkissian | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0934404e7 | Wildlife_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0198993e7 | Nadir_Aliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0500625e7 | Mikael_Harutyunyan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.6348707e7 | Military_of_England | 1088.0 | Azerbaijani_Armed_Forces |
| 3.2850702e7 | List_of_World_Heritage_Sites_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.9847781e7 | Battle_of_Kurdamir | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3290269e7 | Istiglal_anti-materiel_rifle | 1088.0 | Azerbaijani_Armed_Forces |
| 5.0021902e7 | 2016_Nagorno-Karabakh_conflict | 1088.0 | Azerbaijani_Armed_Forces |
| 7.0696138e7 | Noyemberyan_District | 1088.0 | Azerbaijani_Armed_Forces |
| 25194.0 | Qatar_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9626995e7 | Armasuisse | 1088.0 | Azerbaijani_Armed_Forces |
| 4.190231e7 | Special_Forces_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2152685.0 | Cypriot_National_Guard | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8846287e7 | Jabrayil | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7782661e7 | Zigana_(pistol) | 1088.0 | Azerbaijani_Armed_Forces |
| 6131588.0 | Petroleum_industry_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.6664048e7 | Dzhokhar_Dudayev_Battalion | 1088.0 | Azerbaijani_Armed_Forces |
| 6.1689141e7 | Agil_Mammadov_(soldier) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7094659e7 | 701st_Motorized_Rifle_Brigade | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9633726e7 | Matlab_Guliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 4059749.0 | Artsakh_Defence_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 4.9718489e7 | Samra_Rahimli | 1088.0 | Azerbaijani_Armed_Forces |
| 6.640573e7 | Faig_Gasimov | 1088.0 | Azerbaijani_Armed_Forces |
| 3.1126572e7 | Ibad_Huseynov | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8506289e7 | Raguf_Orujov | 1088.0 | Azerbaijani_Armed_Forces |
| 16650.0 | Armed_Forces_of_the_Republic_of_Kazakhstan | 1088.0 | Azerbaijani_Armed_Forces |
| 7105996.0 | State_reserves_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2.6157272e7 | Azerbaijani_art | 1088.0 | Azerbaijani_Armed_Forces |
| 4.0389354e7 | ASAN_service | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5369178e7 | List_of_caves_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6229889e7 | Rustam_Gasparyan | 1088.0 | Azerbaijani_Armed_Forces |
| 956689.0 | Kura–Araxes_culture | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0927815e7 | Caspian_Guard_Initiative | 1088.0 | Azerbaijani_Armed_Forces |
| 19076.0 | Macao_Garrison | 1088.0 | Azerbaijani_Armed_Forces |
| 30095.0 | Republic_of_China_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 7107998.0 | Bodies_of_water_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 7429325.0 | Hinduism_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5488239e7 | Hikmat_Hasanov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6065854e7 | Baku_Victory_Parade_of_2020 | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7101223e7 | Training_and_Education_Center_of_the_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6939602.0 | Battle_of_Shusha_(1992) | 1088.0 | Azerbaijani_Armed_Forces |
| 4.6847468e7 | Vali_bey_Yadigarov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5676927e7 | Aras_Valley_campaign | 1088.0 | Azerbaijani_Armed_Forces |
| 3.4024533e7 | Leyla-Tepe_culture | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9653948e7 | List_of_years_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0555433e7 | War_College_of_the_Azerbaijani_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4529517e7 | July_2020_Armenian–Azerbaijani_clashes | 1088.0 | Azerbaijani_Armed_Forces |
| 2.805727e7 | Chingiz_Ildyrym | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9606287e7 | Anvar_Arazov | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9354729e7 | Red_Cross_service | 1088.0 | Azerbaijani_Armed_Forces |
| 1115368.0 | Maldives_National_Defence_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 2251178.0 | Singapore_Armed_Forces_Best_Unit_Competition | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8013699e7 | Ministry_of_Internal_Affairs_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8027854e7 | Vahid_Musayev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5431221e7 | 2020_Nagorno-Karabakh_war | 1088.0 | Azerbaijani_Armed_Forces |
| 877787.0 | Azerbaijani_literature | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0335881e7 | Rufat_Amirov | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9232802e7 | Mazahir_Rustamov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6096991e7 | Zaur_Javanshir | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6286297e7 | Karam_Mustafayev | 1088.0 | Azerbaijani_Armed_Forces |
| 17760.0 | Lao_People's_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 408284.0 | List_of_political_parties_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9338836e7 | Spiez_Laboratory | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0486441e7 | Kanan_Yusif-zada | 1088.0 | Azerbaijani_Armed_Forces |
| 7.0595126e7 | Shoragel_sultanate | 1088.0 | Azerbaijani_Armed_Forces |
| 2.1653069e7 | Geology_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5925026e7 | 2nd_Commando_Brigade_(Turkey) | 1088.0 | Azerbaijani_Armed_Forces |
| 5853.0 | Army_of_the_Czech_Republic | 1088.0 | Azerbaijani_Armed_Forces |
| 4363966.0 | History_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 56966.0 | Portuguese_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 30215.0 | Armed_Forces_of_Turkmenistan | 1088.0 | Azerbaijani_Armed_Forces |
| 104985.0 | List_of_events_named_massacres | 1088.0 | Azerbaijani_Armed_Forces |
| 6.3564471e7 | Deaths_in_June_1993 | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4398883e7 | Nakhchivan_Garrison | 1088.0 | Azerbaijani_Armed_Forces |
| 3610.0 | Armed_Forces_of_Bosnia_and_Herzegovina | 1088.0 | Azerbaijani_Armed_Forces |
| 7388232.0 | MOIK_Baku | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1273902e7 | Multi-National_Force_West | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1670391e7 | Gabala_Radar_Station | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0131111e7 | Ruslan_Muradov | 1088.0 | Azerbaijani_Armed_Forces |
| 1.5860804e7 | Mass_media_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.4412408e7 | 2014_Armenian_Mil_Mi-24_shootdown | 1088.0 | Azerbaijani_Armed_Forces |
| 5.7728678e7 | 2018_Armenian–Azerbaijani_clashes | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1197435e7 | Maciej_Sulkiewicz | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0455197e7 | Khojaly–Gadabay_culture | 1088.0 | Azerbaijani_Armed_Forces |
| 192825.0 | Azerbaijani_language | 1088.0 | Azerbaijani_Armed_Forces |
| 1.4305018e7 | Islamic_Republic_of_Iran_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 2.4533988e7 | Allahverdi_Bagirov | 1088.0 | Azerbaijani_Armed_Forces |
| 2.5278391e7 | List_of_protected_areas_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 20182.0 | Military_history_of_Afghanistan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.4075958e7 | Nabat_(film) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7135415e7 | Commander_of_the_Air_Force_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7666835e7 | 2021–2022_Armenia–Azerbaijan_border_crisis | 1088.0 | Azerbaijani_Armed_Forces |
| 67658.0 | Bahrain_Defence_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4209873e7 | Shamshadil | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8846305e7 | Quycaq | 1088.0 | Azerbaijani_Armed_Forces |
| 6.2509106e7 | 2010s_in_political_history | 1088.0 | Azerbaijani_Armed_Forces |
| 5569221.0 | Shulaveri–Shomu_culture | 1088.0 | Azerbaijani_Armed_Forces |
| 6367906.0 | Azerbaijani_dances | 1088.0 | Azerbaijani_Armed_Forces |
| 1.6278429e7 | Outline_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.1362503e7 | Stone_Age_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.3805278e7 | 2013_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9357147e7 | Hikmet_Nazarli | 1088.0 | Azerbaijani_Armed_Forces |
| 1.2835793e7 | Azerbaijani_cuisine | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8084481e7 | Tahir_Aliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 2.9069593e7 | List_of_heads_of_state_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.9311132e7 | Swissint | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6545755e7 | Gunduz_Safarli | 1088.0 | Azerbaijani_Armed_Forces |
| 7015198.0 | LGBT_rights_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.6607024e7 | AF_Holding | 1088.0 | Azerbaijani_Armed_Forces |
| 5.938745e7 | Sergei_Senyuskin | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6404258e7 | Azerbaijani_Red_Army | 1088.0 | Azerbaijani_Armed_Forces |
| 938372.0 | President_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.7167197e7 | Azeri_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5.7937775e7 | Aliyar_Aliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0392656e7 | Ilgar_Ismailov | 1088.0 | Azerbaijani_Armed_Forces |
| 1519005.0 | Sultan_of_Oman's_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 2.3797951e7 | List_of_countries_by_number_of_military_and_paramilitary_personnel | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6496992e7 | Fuzuli_International_Airport | 1088.0 | Azerbaijani_Armed_Forces |
| 4.3480308e7 | Media_freedom_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 23448.0 | Armed_Forces_of_the_Philippines | 1088.0 | Azerbaijani_Armed_Forces |
| 2697610.0 | Jermuk | 1088.0 | Azerbaijani_Armed_Forces |
| 17827.0 | Lithuanian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 462640.0 | Chief_of_staff | 1088.0 | Azerbaijani_Armed_Forces |
| 4.0503488e7 | List_of_equipment_of_the_Azerbaijani_Land_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 27027.0 | Republic_of_Korea_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 3.5450533e7 | Day_of_the_Armed_Forces_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0092014e7 | Deaths_in_March_1995 | 1088.0 | Azerbaijani_Armed_Forces |
| 16702.0 | Armed_Forces_of_the_Kyrgyz_Republic | 1088.0 | Azerbaijani_Armed_Forces |
| 30205.0 | Turkish_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 897352.0 | Singapore_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9597765e7 | Tahir_Hasanov | 1088.0 | Azerbaijani_Armed_Forces |
| 1.6569312e7 | Education_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 21133.0 | NATO | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1356544e7 | Law_enforcement_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5815949e7 | Arif_Pasha | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6475944e7 | Khudayar_Yusifzade | 1088.0 | Azerbaijani_Armed_Forces |
| 1.2085342e7 | Khanates_of_the_Caucasus | 1088.0 | Azerbaijani_Armed_Forces |
| 1087.0 | Foreign_relations_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1622783.0 | Silk_Way_Airlines | 1088.0 | Azerbaijani_Armed_Forces |
| 2.031521e7 | Xudaverdili | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6356955e7 | Wind_Unit | 1088.0 | Azerbaijani_Armed_Forces |
| 6.9527474e7 | Armenian_prisoners_of_the_2020_Nagorno-Karabakh_war | 1088.0 | Azerbaijani_Armed_Forces |
| 51396.0 | 2020 | 1088.0 | Azerbaijani_Armed_Forces |
| 1986639.0 | Languages_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.9653787e7 | Caspian_Sea | 1088.0 | Azerbaijani_Armed_Forces |
| 3.3162574e7 | Abdulhamid_bey_Gaytabashi | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8757841e7 | Rovshan_Rzayev | 1088.0 | Azerbaijani_Armed_Forces |
| 2071240.0 | Culture_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.6369933e7 | Orders,_decorations,_and_medals_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 4.8708538e7 | Azerbaijan_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 64586.0 | Defence_of_Iceland | 1088.0 | Azerbaijani_Armed_Forces |
| 7077602.0 | Environment_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 2409969.0 | Azerbaijan_Democratic_Republic | 1088.0 | Azerbaijani_Armed_Forces |
| 5.8423883e7 | Nofal_Guliyev | 1088.0 | Azerbaijani_Armed_Forces |
| 5.9661079e7 | Israfil_Shahverdiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5686536e7 | Lachin_offensive | 1088.0 | Azerbaijani_Armed_Forces |
| 31841.0 | United_Arab_Emirates_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 7145213.0 | List_of_militaries_by_country | 1088.0 | Azerbaijani_Armed_Forces |
| 1.8917889e7 | Estonian_Defence_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 34669.0 | 1992 | 1088.0 | Azerbaijani_Armed_Forces |
| 4.1471871e7 | List_of_lakes_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 5427517.0 | Department_of_Defence_(Australia) | 1088.0 | Azerbaijani_Armed_Forces |
| 1.1776466e7 | Ethnic_minorities_in_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 3.8212231e7 | Drone_warfare | 1088.0 | Azerbaijani_Armed_Forces |
| 3932850.0 | Spanish_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 3.8072822e7 | June_1918 | 1088.0 | Azerbaijani_Armed_Forces |
| 1082.0 | Geography_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6016112e7 | Memorial_Day_(Azerbaijan) | 1088.0 | Azerbaijani_Armed_Forces |
| 67549.0 | Austrian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.4836618e7 | TecSAR-1 | 1088.0 | Azerbaijani_Armed_Forces |
| 5.6408207e7 | Nshan_Topouzian | 1088.0 | Azerbaijani_Armed_Forces |
| 20311.0 | Military_academy | 1088.0 | Azerbaijani_Armed_Forces |
| 26895.0 | Swedish_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1.7167243e7 | Armed_Forces_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 8355037.0 | Vardenis | 1088.0 | Azerbaijani_Armed_Forces |
| 3.949525e7 | Timeline_of_modern_Armenian_history | 1088.0 | Azerbaijani_Armed_Forces |
| 6.3475155e7 | National_Army_of_the_Azerbaijan_Democratic_Republic | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0254803e7 | Cinema_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 1.0927369e7 | State_Border_Service | 1088.0 | Azerbaijani_Armed_Forces |
| 2.9957491e7 | Altay_Mehdiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 3.0524746e7 | Shah_Ismail_Order | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5459244e7 | Operation_Horadiz | 1088.0 | Azerbaijani_Armed_Forces |
| 381170.0 | Serbian_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 1100953.0 | Khachkar | 1088.0 | Azerbaijani_Armed_Forces |
| 7150805.0 | National_parks_of_Azerbaijan | 1088.0 | Azerbaijani_Armed_Forces |
| 6.2428178e7 | Vagif_Gurbanov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.4702581e7 | Medal_\"For_services_in_the_field_of_military_cooperation\" | 1088.0 | Azerbaijani_Armed_Forces |
| 6.5834115e7 | Fariz_Najafov | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7228635e7 | Rovshan_Akbarov | 1088.0 | Azerbaijani_Armed_Forces |
| 4627429.0 | Iraqi_Armed_Forces | 1088.0 | Azerbaijani_Armed_Forces |
| 3.309651e7 | Habib_Bey_Salimov | 1088.0 | Azerbaijani_Armed_Forces |
| 2.8046216e7 | Tajaddin_Mehdiyev | 1088.0 | Azerbaijani_Armed_Forces |
| 3.2636241e7 | Jebrail_uezd | 1088.0 | Azerbaijani_Armed_Forces |
| 3.8938602e7 | \"For_Faultless_Service\"_medal | 1088.0 | Azerbaijani_Armed_Forces |
| 6.6083612e7 | Tehran_Mansimov | 1088.0 | Azerbaijani_Armed_Forces |
| 5612659.0 | List_of_coups_and_coup_attempts | 1088.0 | Azerbaijani_Armed_Forces |
| 6.0544953e7 | Azerbaijan_Higher_Military_Academy | 1088.0 | Azerbaijani_Armed_Forces |
| 4.1723946e7 | List_of_aircraft_of_the_Royal_Thai_Air_Force | 1088.0 | Azerbaijani_Armed_Forces |
| 6.7122586e7 | 777th_Special_Forces_Regiment | 1088.0 | Azerbaijani_Armed_Forces |
| 743896.0 | Timeline_of_Western_philosophers | 1580.0 | Alcidamas |
| 1036228.0 | Alcidamas_of_Elaea | 1580.0 | Alcidamas |
| 1232997.0 | Oikonomos | 1580.0 | Alcidamas |
| 5.7442757e7 | Critheïs | 1580.0 | Alcidamas |
| 291170.0 | Pythagoreanism | 1580.0 | Alcidamas |
| 13633.0 | Homer | 1580.0 | Alcidamas |
| 2.2877693e7 | Orpheus | 1580.0 | Alcidamas |
| 4.747118e7 | Slavery_in_ancient_Greece | 1580.0 | Alcidamas |
| 3.5139015e7 | Alkidamas | 1580.0 | Alcidamas |
| 98394.0 | Gorgias | 1580.0 | Alcidamas |
| 472876.0 | List_of_ancient_Greeks | 1580.0 | Alcidamas |
| 1.3405274e7 | Aleus | 1580.0 | Alcidamas |
| 78976.0 | Telephus | 1580.0 | Alcidamas |
| 6.6441371e7 | Index_of_ancient_Greece-related_articles | 1580.0 | Alcidamas |
| 1965077.0 | Slavery_in_antiquity | 1580.0 | Alcidamas |
| 3476868.0 | Nauplius_(mythology) | 1580.0 | Alcidamas |
| 3.5139025e7 | Alkidamas_of_Elaea | 1580.0 | Alcidamas |
| 6.8859938e7 | List_of_editiones_principes_in_Greek | 1580.0 | Alcidamas |
| 1065085.0 | Chilon_of_Sparta | 1580.0 | Alcidamas |
| 1.5103874e7 | Contest_of_Homer_and_Hesiod | 1580.0 | Alcidamas |
| 6508591.0 | Auge | 1580.0 | Alcidamas |
| 13700.0 | Hesiod | 1580.0 | Alcidamas |
| 80585.0 | Aerope | 1580.0 | Alcidamas |
| 4854673.0 | List_of_Trojan_War_characters | 1580.0 | Alcidamas |
| 5.7293774e7 | List_of_pre-modern_Arab_scientists_and_scholars | 1645.0 | Ibn_al-Haytham |
| 1408.0 | Alcuin | 1645.0 | Ibn_al-Haytham |
| 95429.0 | Bonaventure | 1645.0 | Ibn_al-Haytham |
| 358484.0 | Girard_Desargues | 1645.0 | Ibn_al-Haytham |
| 1778440.0 | 'Ubayd_Allah_ibn_Bakhtishu | 1645.0 | Ibn_al-Haytham |
| 2364264.0 | Ibn_al-Rawandi | 1645.0 | Ibn_al-Haytham |
| 2848164.0 | Nur_ad-Din_al-Bitruji | 1645.0 | Ibn_al-Haytham |
| 1766908.0 | 'Ali_ibn_al-'Abbas_al-Majusi | 1645.0 | Ibn_al-Haytham |
| 3013733.0 | Ibn_Abi_Usaybi'a | 1645.0 | Ibn_al-Haytham |
| 3335321.0 | Shams_al-Din_al-Samarqandi | 1645.0 | Ibn_al-Haytham |
| 4072182.0 | What_the_Ancients_Did_for_Us | 1645.0 | Ibn_al-Haytham |
| 1.0712582e7 | Sinan_ibn_Thabit | 1645.0 | Ibn_al-Haytham |
| 3.1562331e7 | Al-Kashkari | 1645.0 | Ibn_al-Haytham |
| 735136.0 | Ibn_Zuhr | 1645.0 | Ibn_al-Haytham |
| 1.5309628e7 | Muhammad_Ali_Astarabadi | 1645.0 | Ibn_al-Haytham |
| 536739.0 | Avempace | 1645.0 | Ibn_al-Haytham |
| 6.6960791e7 | Ibn_Habib | 1645.0 | Ibn_al-Haytham |
| 34875.0 | 1000s_(decade) | 1645.0 | Ibn_al-Haytham |
| 3.7933637e7 | List_of_English_words_of_Arabic_origin_(A-B) | 1645.0 | Ibn_al-Haytham |
| 4617851.0 | Bab_(Shia_Islam) | 1645.0 | Ibn_al-Haytham |
| 2.8412183e7 | Projector | 1645.0 | Ibn_al-Haytham |
| 4.069588e7 | Ibn_al-Adami | 1645.0 | Ibn_al-Haytham |
| 9117159.0 | Sahl_ibn_Bishr | 1645.0 | Ibn_al-Haytham |
| 2.6185766e7 | Masawaih_al-Mardini | 1645.0 | Ibn_al-Haytham |
| 10606.0 | Factorial | 1645.0 | Ibn_al-Haytham |
| 2.1492554e7 | Anselm_of_Canterbury | 1645.0 | Ibn_al-Haytham |
| 4.7787936e7 | Schema_for_horizontal_dials | 1645.0 | Ibn_al-Haytham |
| 6.024167e7 | Abraham_of_Toledo | 1645.0 | Ibn_al-Haytham |
| 5962454.0 | Zij-i_Sultani | 1645.0 | Ibn_al-Haytham |
| 4.3756445e7 | Al-Isfizari | 1645.0 | Ibn_al-Haytham |
| 1.2775341e7 | Ibn_Al-Haytham | 1645.0 | Ibn_al-Haytham |
| 3.6143542e7 | Ibn_al-Majdi | 1645.0 | Ibn_al-Haytham |
| 2012352.0 | Allamah_Al-Hilli | 1645.0 | Ibn_al-Haytham |
| 2984836.0 | Ophthalmology_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 23670.0 | Perfect_number | 1645.0 | Ibn_al-Haytham |
| 73664.0 | Astrolabe | 1645.0 | Ibn_al-Haytham |
| 299138.0 | Giles_of_Rome | 1645.0 | Ibn_al-Haytham |
| 2042491.0 | Yuhanna_ibn_Bukhtishu | 1645.0 | Ibn_al-Haytham |
| 7325366.0 | Timeline_of_telescope_technology | 1645.0 | Ibn_al-Haytham |
| 2163566.0 | Nafi_ibn_al-Harith | 1645.0 | Ibn_al-Haytham |
| 2937325.0 | List_of_Muslim_theologians | 1645.0 | Ibn_al-Haytham |
| 2.5009227e7 | Abu_Ali_al-Hasan_ibn_al-Hasan_ibn_al-Haytham | 1645.0 | Ibn_al-Haytham |
| 2674.0 | Abd_al-Latif_al-Baghdadi | 1645.0 | Ibn_al-Haytham |
| 2.1208262e7 | Western_culture | 1645.0 | Ibn_al-Haytham |
| 6.2773262e7 | Sadr_al-Shari'a_al-Asghar | 1645.0 | Ibn_al-Haytham |
| 2042194.0 | Al-Nagawri | 1645.0 | Ibn_al-Haytham |
| 3304216.0 | Mathematics_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 2.2795725e7 | Al-Dakhwar | 1645.0 | Ibn_al-Haytham |
| 323592.0 | Nicolaus_Copernicus | 1645.0 | Ibn_al-Haytham |
| 1766735.0 | Al-Isfahani | 1645.0 | Ibn_al-Haytham |
| 9204283.0 | List_of_Latinised_names | 1645.0 | Ibn_al-Haytham |
| 44328.0 | Ulugh_Beg | 1645.0 | Ibn_al-Haytham |
| 171177.0 | Early_Islamic_philosophy | 1645.0 | Ibn_al-Haytham |
| 172466.0 | Jean_Buridan | 1645.0 | Ibn_al-Haytham |
| 7.1768723e7 | Jan_Cornets_De_Groot | 1645.0 | Ibn_al-Haytham |
| 227323.0 | Wilson's_theorem | 1645.0 | Ibn_al-Haytham |
| 1822322.0 | Muhammad_ibn_Mahmud_Amuli | 1645.0 | Ibn_al-Haytham |
| 5290740.0 | Sa'ad_al-Dawla | 1645.0 | Ibn_al-Haytham |
| 1.9804384e7 | Maulana_Azad_Library | 1645.0 | Ibn_al-Haytham |
| 4.8407889e7 | The_Physicist | 1645.0 | Ibn_al-Haytham |
| 768566.0 | List_of_important_publications_in_physics | 1645.0 | Ibn_al-Haytham |
| 2.757938e7 | Ibn_al-Saffar | 1645.0 | Ibn_al-Haytham |
| 2.7579858e7 | Abu_al-Salt | 1645.0 | Ibn_al-Haytham |
| 3.9292005e7 | Ibn_Hindu | 1645.0 | Ibn_al-Haytham |
| 1782310.0 | Abu_Said_Gorgani | 1645.0 | Ibn_al-Haytham |
| 1.1091123e7 | Ibn_Jazla | 1645.0 | Ibn_al-Haytham |
| 3.4629603e7 | Shams_al-Din_al-Khafri | 1645.0 | Ibn_al-Haytham |
| 26833.0 | Scientific_method | 1645.0 | Ibn_al-Haytham |
| 27680.0 | Supernova | 1645.0 | Ibn_al-Haytham |
| 506138.0 | Ali_ibn_Sahl_Rabban_al-Tabari | 1645.0 | Ibn_al-Haytham |
| 958988.0 | History_of_astrology | 1645.0 | Ibn_al-Haytham |
| 5453536.0 | Zij-i_Ilkhani | 1645.0 | Ibn_al-Haytham |
| 34566.0 | 1040 | 1645.0 | Ibn_al-Haytham |
| 1613042.0 | Ibn_al_Haythen | 1645.0 | Ibn_al-Haytham |
| 1782585.0 | Jabril_ibn_Bukhtishu | 1645.0 | Ibn_al-Haytham |
| 2.1490957e7 | Thomas_Aquinas | 1645.0 | Ibn_al-Haytham |
| 22939.0 | Physics | 1645.0 | Ibn_al-Haytham |
| 146607.0 | Al-Ghazali | 1645.0 | Ibn_al-Haytham |
| 416776.0 | Timeline_of_algorithms | 1645.0 | Ibn_al-Haytham |
| 746117.0 | History_of_calculus | 1645.0 | Ibn_al-Haytham |
| 2.4924385e7 | Al_Hazen | 1645.0 | Ibn_al-Haytham |
| 1.4951467e7 | Ali_Qushji | 1645.0 | Ibn_al-Haytham |
| 4.8407877e7 | Al-Misri | 1645.0 | Ibn_al-Haytham |
| 5.3083061e7 | Abu_Ishaq_al-Kubunani | 1645.0 | Ibn_al-Haytham |
| 23289.0 | Persistence_of_vision | 1645.0 | Ibn_al-Haytham |
| 195684.0 | Boethius | 1645.0 | Ibn_al-Haytham |
| 1767004.0 | Abu_Mansur_Muwaffaq | 1645.0 | Ibn_al-Haytham |
| 5186903.0 | Tusi_couple | 1645.0 | Ibn_al-Haytham |
| 1492381.0 | Ibn_Al-Thahabi | 1645.0 | Ibn_al-Haytham |
| 1840730.0 | Muhammad_ibn_Yusuf_al-Harawi | 1645.0 | Ibn_al-Haytham |
| 1104605.0 | Isaac_Israeli_ben_Solomon | 1645.0 | Ibn_al-Haytham |
| 1822442.0 | Aqsara'i | 1645.0 | Ibn_al-Haytham |
| 1.9217647e7 | Abul_Qasim_ibn_Mohammed_al-Ghassani | 1645.0 | Ibn_al-Haytham |
| 7898478.0 | Jamal_ad-Din_Bukhari | 1645.0 | Ibn_al-Haytham |
| 8128856.0 | Eye_movement_in_reading | 1645.0 | Ibn_al-Haytham |
| 8878908.0 | De_Gradibus | 1645.0 | Ibn_al-Haytham |
| 23604.0 | Photography | 1645.0 | Ibn_al-Haytham |
| 34645.0 | 11th_century | 1645.0 | Ibn_al-Haytham |
| 593659.0 | Nicole_Oresme | 1645.0 | Ibn_al-Haytham |
| 2042316.0 | Nurbakhshi | 1645.0 | Ibn_al-Haytham |
| 615926.0 | Timeline_of_scientific_experiments | 1645.0 | Ibn_al-Haytham |
| 1841939.0 | Muhammad_ibn_Yusuf_al-Ilaqi | 1645.0 | Ibn_al-Haytham |
| 1855317.0 | Theodoric_of_Freiberg | 1645.0 | Ibn_al-Haytham |
| 3.2142292e7 | Ibrahim_ibn_Baks | 1645.0 | Ibn_al-Haytham |
| 1485.0 | Alain_de_Lille | 1645.0 | Ibn_al-Haytham |
| 191295.0 | Aswan_Dam | 1645.0 | Ibn_al-Haytham |
| 4849167.0 | Brethren_of_Purity | 1645.0 | Ibn_al-Haytham |
| 5.210954e7 | Al-Tamimi,_the_physician | 1645.0 | Ibn_al-Haytham |
| 715596.0 | Ptolemy_(name) | 1645.0 | Ibn_al-Haytham |
| 2041938.0 | Mansur_ibn_Ilyas | 1645.0 | Ibn_al-Haytham |
| 3.3642424e7 | Nasir_al-Din_al-Tusi | 1645.0 | Ibn_al-Haytham |
| 5.3090488e7 | Haseb-i_Tabari | 1645.0 | Ibn_al-Haytham |
| 145242.0 | The_Canon_of_Medicine | 1645.0 | Ibn_al-Haytham |
| 4644443.0 | Al-Hazen | 1645.0 | Ibn_al-Haytham |
| 1.0553199e7 | Jamshīd_al-Kāshī | 1645.0 | Ibn_al-Haytham |
| 1.0714039e7 | Ibn_al-Haitham | 1645.0 | Ibn_al-Haytham |
| 33426.0 | Wave–particle_duality | 1645.0 | Ibn_al-Haytham |
| 1731800.0 | Triquetrum_(astronomy) | 1645.0 | Ibn_al-Haytham |
| 1.327905e7 | Ibn_Butlan | 1645.0 | Ibn_al-Haytham |
| 4.6587853e7 | Khafi_Alayee | 1645.0 | Ibn_al-Haytham |
| 5.1317367e7 | Nastulus | 1645.0 | Ibn_al-Haytham |
| 1830204.0 | List_of_Iraqis | 1645.0 | Ibn_al-Haytham |
| 2479369.0 | Abu_Kamil | 1645.0 | Ibn_al-Haytham |
| 6.5419249e7 | Ali_ibn_Khalaf | 1645.0 | Ibn_al-Haytham |
| 1793021.0 | Ahmad_ibn_Farrokh | 1645.0 | Ibn_al-Haytham |
| 1917134.0 | Sultan_Ali_Khorasani | 1645.0 | Ibn_al-Haytham |
| 3.4504565e7 | Crowding | 1645.0 | Ibn_al-Haytham |
| 3.5767797e7 | Nizam_al-Din_al-Nisapuri | 1645.0 | Ibn_al-Haytham |
| 4.2421061e7 | Hiding_in_the_Light | 1645.0 | Ibn_al-Haytham |
| 3.8261744e7 | 'Abd_al-'Aziz_al-Wafa'i | 1645.0 | Ibn_al-Haytham |
| 5.7398059e7 | Najm_al‐Din_al‐Misri | 1645.0 | Ibn_al-Haytham |
| 81609.0 | Pinhole_camera | 1645.0 | Ibn_al-Haytham |
| 4.7149691e7 | Yusuf_al-Khuri | 1645.0 | Ibn_al-Haytham |
| 5.4285532e7 | Ibn_al-Samh | 1645.0 | Ibn_al-Haytham |
| 2.755431e7 | Abu_Jafar_ibn_Harun_al-Turjali | 1645.0 | Ibn_al-Haytham |
| 1285108.0 | Ibn_al-Shatir | 1645.0 | Ibn_al-Haytham |
| 2.3247759e7 | List_of_philosophers_of_science | 1645.0 | Ibn_al-Haytham |
| 29544.0 | Scientific_Revolution | 1645.0 | Ibn_al-Haytham |
| 2042205.0 | Najib_ad-Din_Samarqandi | 1645.0 | Ibn_al-Haytham |
| 1.8973446e7 | Geometry | 1645.0 | Ibn_al-Haytham |
| 83754.0 | Geocentric_model | 1645.0 | Ibn_al-Haytham |
| 1.2742387e7 | Al_Hazan | 1645.0 | Ibn_al-Haytham |
| 380406.0 | Comparative_psychology | 1645.0 | Ibn_al-Haytham |
| 4.0695634e7 | Al-Adami | 1645.0 | Ibn_al-Haytham |
| 272065.0 | Al-Kindi | 1645.0 | Ibn_al-Haytham |
| 1768580.0 | Sharaf_al-Din_al-Tusi | 1645.0 | Ibn_al-Haytham |
| 2600270.0 | Timeline_of_Polish_science_and_technology | 1645.0 | Ibn_al-Haytham |
| 8406253.0 | Astrology_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 1.0279126e7 | Aristotelian_physics | 1645.0 | Ibn_al-Haytham |
| 1.3861753e7 | Said_al-Andalusi | 1645.0 | Ibn_al-Haytham |
| 173378.0 | Anselm_of_Laon | 1645.0 | Ibn_al-Haytham |
| 8064048.0 | Abu'l-Hasan_ibn_Ali_al-Qalasadi | 1645.0 | Ibn_al-Haytham |
| 56153.0 | Ophthalmology | 1645.0 | Ibn_al-Haytham |
| 246612.0 | Iraqi_dinar | 1645.0 | Ibn_al-Haytham |
| 1741105.0 | Muḥammad_ibn_Ibrāhīm_al-Fazārī | 1645.0 | Ibn_al-Haytham |
| 6.5164199e7 | Abd_El_Razzaq_Al-Jazaïri | 1645.0 | Ibn_al-Haytham |
| 18031.0 | Leon_Battista_Alberti | 1645.0 | Ibn_al-Haytham |
| 38737.0 | Cosmos | 1645.0 | Ibn_al-Haytham |
| 1.0029198e7 | List_of_structural_engineers | 1645.0 | Ibn_al-Haytham |
| 7256533.0 | Islamic_attitudes_towards_science | 1645.0 | Ibn_al-Haytham |
| 2.1800807e7 | Zakhireye_Khwarazmshahi | 1645.0 | Ibn_al-Haytham |
| 3.2144014e7 | Ibn_Hamza_al-Maghribi | 1645.0 | Ibn_al-Haytham |
| 5.1310315e7 | Al-ʻIjliyyah | 1645.0 | Ibn_al-Haytham |
| 982540.0 | Taqi_ad-Din_Muhammad_ibn_Ma'ruf | 1645.0 | Ibn_al-Haytham |
| 19445.0 | Maimonides | 1645.0 | Ibn_al-Haytham |
| 267542.0 | Science_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 271979.0 | Abu_Hanifa_Dinawari | 1645.0 | Ibn_al-Haytham |
| 1782879.0 | Shapur_ibn_Sahl | 1645.0 | Ibn_al-Haytham |
| 3663691.0 | Hering's_law_of_equal_innervation | 1645.0 | Ibn_al-Haytham |
| 2.3649689e7 | Shadow_square | 1645.0 | Ibn_al-Haytham |
| 50416.0 | Differential_calculus | 1645.0 | Ibn_al-Haytham |
| 74844.0 | Glasses | 1645.0 | Ibn_al-Haytham |
| 1766793.0 | Al-Sijzi | 1645.0 | Ibn_al-Haytham |
| 1.3632955e7 | Yusuf_ibn_Ismail_al-Kutubi | 1645.0 | Ibn_al-Haytham |
| 36281.0 | 1088 | 1645.0 | Ibn_al-Haytham |
| 477316.0 | List_of_theoretical_physicists | 1645.0 | Ibn_al-Haytham |
| 1.0444102e7 | Science_and_technology_of_the_Song_dynasty | 1645.0 | Ibn_al-Haytham |
| 3.3461884e7 | Ishaq_ibn_Hunayn | 1645.0 | Ibn_al-Haytham |
| 3.6102244e7 | Sharaf_al-Zaman_al-Marwazi | 1645.0 | Ibn_al-Haytham |
| 4.6781843e7 | Abu_Bakr_Rabee_Ibn_Ahmad_Al-Akhawyni_Bokhari | 1645.0 | Ibn_al-Haytham |
| 3035257.0 | Masarjawaih | 1645.0 | Ibn_al-Haytham |
| 3.5777337e7 | Cosmos:_A_Spacetime_Odyssey | 1645.0 | Ibn_al-Haytham |
| 26700.0 | Science | 1645.0 | Ibn_al-Haytham |
| 2042154.0 | Shaykh_Muhammad_ibn_Thaleb | 1645.0 | Ibn_al-Haytham |
| 2596746.0 | Newton_disc | 1645.0 | Ibn_al-Haytham |
| 2.4712631e7 | Abu_Ali_al-Haitam | 1645.0 | Ibn_al-Haytham |
| 2.4893445e7 | Book_of_the_Ten_Treatises_of_the_Eye | 1645.0 | Ibn_al-Haytham |
| 673618.0 | Michael_Scot | 1645.0 | Ibn_al-Haytham |
| 6328738.0 | Ibn_Mu'adh_al-Jayyani | 1645.0 | Ibn_al-Haytham |
| 1.0137505e7 | List_of_people_on_banknotes | 1645.0 | Ibn_al-Haytham |
| 4.9712277e7 | Al-Ruhawi | 1645.0 | Ibn_al-Haytham |
| 2185.0 | Arabs | 1645.0 | Ibn_al-Haytham |
| 6037917.0 | Islam | 1645.0 | Ibn_al-Haytham |
| 94721.0 | Robert_Grosseteste | 1645.0 | Ibn_al-Haytham |
| 1367068.0 | Judeo-Islamic_philosophies_(800–1400) | 1645.0 | Ibn_al-Haytham |
| 11953.0 | History_of_geometry | 1645.0 | Ibn_al-Haytham |
| 32502.0 | Vacuum | 1645.0 | Ibn_al-Haytham |
| 323646.0 | Wilson_prime | 1645.0 | Ibn_al-Haytham |
| 1997.0 | Algebraic_geometry | 1645.0 | Ibn_al-Haytham |
| 3393371.0 | Hindu–Arabic_numeral_system | 1645.0 | Ibn_al-Haytham |
| 1.6593123e7 | Nader_El-Bizri | 1645.0 | Ibn_al-Haytham |
| 5.3090036e7 | Al-Wabkanawi | 1645.0 | Ibn_al-Haytham |
| 1086231.0 | Al-Abbās_ibn_Said_al-Jawharī | 1645.0 | Ibn_al-Haytham |
| 3.0274023e7 | Aswan_Low_Dam | 1645.0 | Ibn_al-Haytham |
| 4.6527701e7 | Treatise_on_Light | 1645.0 | Ibn_al-Haytham |
| 353215.0 | Al-Zahrawi | 1645.0 | Ibn_al-Haytham |
| 4647532.0 | Shams_al-Din_Abu_Abd_Allah_al-Khalili | 1645.0 | Ibn_al-Haytham |
| 3.8674159e7 | Dawud_al-Antaki | 1645.0 | Ibn_al-Haytham |
| 519400.0 | Ibn_Al-Haitham | 1645.0 | Ibn_al-Haytham |
| 1782729.0 | Al-Mahani | 1645.0 | Ibn_al-Haytham |
| 5788461.0 | History_of_science_policy | 1645.0 | Ibn_al-Haytham |
| 9320723.0 | Islam_in_England | 1645.0 | Ibn_al-Haytham |
| 7.192672e7 | List_of_post-classical_physicians | 1645.0 | Ibn_al-Haytham |
| 1.1828715e7 | Book_of_Optics | 1645.0 | Ibn_al-Haytham |
| 86820.0 | Khalid_ibn_Abd_al‐Malik_al‐Marwarrudhi | 1645.0 | Ibn_al-Haytham |
| 2341370.0 | List_of_motifs_on_banknotes | 1645.0 | Ibn_al-Haytham |
| 2.5009201e7 | Abū_ʿAlī_al-Ḥasan_ibn_al-Ḥasan_ibn_al-Haytham | 1645.0 | Ibn_al-Haytham |
| 982595.0 | Constantinople_observatory_of_Taqi_ad-Din | 1645.0 | Ibn_al-Haytham |
| 4385475.0 | Ancient_Greek_astronomy | 1645.0 | Ibn_al-Haytham |
| 1.2765677e7 | Da'ud_Abu_al-Fadl | 1645.0 | Ibn_al-Haytham |
| 1.9594028e7 | Theoretical_physics | 1645.0 | Ibn_al-Haytham |
| 971922.0 | Contrast_effect | 1645.0 | Ibn_al-Haytham |
| 2.0936837e7 | Anatomy_Charts_of_the_Arabs | 1645.0 | Ibn_al-Haytham |
| 52202.0 | Magic_square | 1645.0 | Ibn_al-Haytham |
| 3729.0 | Burning_glass | 1645.0 | Ibn_al-Haytham |
| 251713.0 | Qibla | 1645.0 | Ibn_al-Haytham |
| 1406909.0 | The_Compendious_Book_on_Calculation_by_Completion_and_Balancing | 1645.0 | Ibn_al-Haytham |
| 1589482.0 | Abu-Mahmud_Khojandi | 1645.0 | Ibn_al-Haytham |
| 2042430.0 | Qumri | 1645.0 | Ibn_al-Haytham |
| 2882418.0 | Abraham_Maimonides | 1645.0 | Ibn_al-Haytham |
| 3.1327881e7 | Na'im_ibn_Musa | 1645.0 | Ibn_al-Haytham |
| 2041982.0 | Al-Shahrazuri | 1645.0 | Ibn_al-Haytham |
| 439770.0 | Abu_Nasr_Mansur | 1645.0 | Ibn_al-Haytham |
| 482939.0 | Al-Hakim_bi-Amr_Allah | 1645.0 | Ibn_al-Haytham |
| 1822259.0 | Hakim-e-Gilani | 1645.0 | Ibn_al-Haytham |
| 1.3692155e7 | Philosophy | 1645.0 | Ibn_al-Haytham |
| 35174.0 | 960s | 1645.0 | Ibn_al-Haytham |
| 1784072.0 | Atmospheric_refraction | 1645.0 | Ibn_al-Haytham |
| 1778305.0 | Kushyar_Gilani | 1645.0 | Ibn_al-Haytham |
| 2042576.0 | Amin_al-Din_Rashid_al-Din_Vatvat | 1645.0 | Ibn_al-Haytham |
| 2231772.0 | Ibn_Sahl_(mathematician) | 1645.0 | Ibn_al-Haytham |
| 519403.0 | Ibn_al-haitham | 1645.0 | Ibn_al-Haytham |
| 2.2351023e7 | Shia_Islam_in_the_Indian_subcontinent | 1645.0 | Ibn_al-Haytham |
| 3.9389024e7 | Abu_ali_al-Hasan_ibn_al-Hasan_ibn_al-Haytham | 1645.0 | Ibn_al-Haytham |
| 6.281435e7 | Muwaqqit | 1645.0 | Ibn_al-Haytham |
| 2122.0 | Astrology | 1645.0 | Ibn_al-Haytham |
| 1.0228966e7 | Jabir_ibn_Aflah | 1645.0 | Ibn_al-Haytham |
| 1.1089309e7 | Al-Ḥajjāj_ibn_Yūsuf_ibn_Maṭar | 1645.0 | Ibn_al-Haytham |
| 58775.0 | Timeline_of_electromagnetism_and_classical_optics | 1645.0 | Ibn_al-Haytham |
| 9550030.0 | History_of_algebra | 1645.0 | Ibn_al-Haytham |
| 1.0082768e7 | Hockney–Falco_thesis | 1645.0 | Ibn_al-Haytham |
| 5.3090162e7 | Yahya_ibn_Abi_Mansur | 1645.0 | Ibn_al-Haytham |
| 360726.0 | Planisphere | 1645.0 | Ibn_al-Haytham |
| 1766939.0 | Al-Natili | 1645.0 | Ibn_al-Haytham |
| 1766840.0 | Al-Saghani | 1645.0 | Ibn_al-Haytham |
| 2042257.0 | Nakhshabi | 1645.0 | Ibn_al-Haytham |
| 7718539.0 | Al-'Adudi_Hospital | 1645.0 | Ibn_al-Haytham |
| 2.7375401e7 | Sanad_ibn_Ali | 1645.0 | Ibn_al-Haytham |
| 1291656.0 | Early_modern_period | 1645.0 | Ibn_al-Haytham |
| 1.1133782e7 | Halazen | 1645.0 | Ibn_al-Haytham |
| 3.2100257e7 | Ibn_Abi_al-Ashʿath | 1645.0 | Ibn_al-Haytham |
| 1130.0 | Avicenna | 1645.0 | Ibn_al-Haytham |
| 29266.0 | Relationship_between_religion_and_science | 1645.0 | Ibn_al-Haytham |
| 2.1508913e7 | Abu_ul-Ala_Shirazi | 1645.0 | Ibn_al-Haytham |
| 4.8407883e7 | Al-Miṣrī | 1645.0 | Ibn_al-Haytham |
| 145227.0 | The_Book_of_Healing | 1645.0 | Ibn_al-Haytham |
| 5.6430943e7 | Ammar_al-Mawsili | 1645.0 | Ibn_al-Haytham |
| 2.6571896e7 | Medieval_philosophy | 1645.0 | Ibn_al-Haytham |
| 37232.0 | Fermat's_principle | 1645.0 | Ibn_al-Haytham |
| 5719662.0 | A._I._Sabra | 1645.0 | Ibn_al-Haytham |
| 92550.0 | Omar_Khayyam | 1645.0 | Ibn_al-Haytham |
| 1.8878165e7 | Al-Hassan_ibn_al-Haitham | 1645.0 | Ibn_al-Haytham |
| 58610.0 | Non-Euclidean_geometry | 1645.0 | Ibn_al-Haytham |
| 3032314.0 | History_of_the_camera | 1645.0 | Ibn_al-Haytham |
| 2.8700369e7 | Ibn_Ghazi_al-Miknasi | 1645.0 | Ibn_al-Haytham |
| 3.6920393e7 | History_of_experiments | 1645.0 | Ibn_al-Haytham |
| 207547.0 | Thābit_ibn_Qurra | 1645.0 | Ibn_al-Haytham |
| 3447151.0 | Scientific_demonstration | 1645.0 | Ibn_al-Haytham |
| 2426527.0 | Ibn_al-Nafis | 1645.0 | Ibn_al-Haytham |
| 1.4642431e7 | Alhaitham | 1645.0 | Ibn_al-Haytham |
| 2.5343863e7 | Nur_al-Din_Bimaristan | 1645.0 | Ibn_al-Haytham |
| 5.1518592e7 | Alhazen | 1645.0 | Ibn_al-Haytham |
| 1782819.0 | Al-Nayrizi | 1645.0 | Ibn_al-Haytham |
| 5438833.0 | 'Abd_al-Hamīd_ibn_Turk | 1645.0 | Ibn_al-Haytham |
| 6143364.0 | Alhacen | 1645.0 | Ibn_al-Haytham |
| 3.7464286e7 | Peter_Abelard | 1645.0 | Ibn_al-Haytham |
| 649861.0 | Muhammad_ibn_Musa_al-Khwarizmi | 1645.0 | Ibn_al-Haytham |
| 2.7361247e7 | Al-Kharaqī | 1645.0 | Ibn_al-Haytham |
| 25879.0 | Roger_Bacon | 1645.0 | Ibn_al-Haytham |
| 61626.0 | Gersonides | 1645.0 | Ibn_al-Haytham |
| 8868835.0 | Ibn_Haitham | 1645.0 | Ibn_al-Haytham |
| 1.9374361e7 | Timeline_of_calculus_and_mathematical_analysis | 1645.0 | Ibn_al-Haytham |
| 47836.0 | Averroes | 1645.0 | Ibn_al-Haytham |
| 998087.0 | Ibn_Yunus | 1645.0 | Ibn_al-Haytham |
| 2.4703916e7 | Sullam_al-sama' | 1645.0 | Ibn_al-Haytham |
| 5.4421139e7 | Muhammad_al-Baghdadi | 1645.0 | Ibn_al-Haytham |
| 3099132.0 | Kerala_school_of_astronomy_and_mathematics | 1645.0 | Ibn_al-Haytham |
| 2.7405151e7 | Muhammad_al-Rudani | 1645.0 | Ibn_al-Haytham |
| 23666.0 | Prime_number | 1645.0 | Ibn_al-Haytham |
| 58953.0 | Timeline_of_telescopes,_observatories,_and_observing_technology | 1645.0 | Ibn_al-Haytham |
| 1.4642325e7 | Ibn_alhaitham | 1645.0 | Ibn_al-Haytham |
| 1.9337543e7 | Ibn_Alhazen | 1645.0 | Ibn_al-Haytham |
| 160930.0 | Lorenzo_Ghiberti | 1645.0 | Ibn_al-Haytham |
| 1253603.0 | Abu_Ma'shar_al-Balkhi | 1645.0 | Ibn_al-Haytham |
| 1.171752e7 | Al-Khazini | 1645.0 | Ibn_al-Haytham |
| 47220.0 | 965 | 1645.0 | Ibn_al-Haytham |
| 86822.0 | Ali_ibn_Isa_al-Asturlabi | 1645.0 | Ibn_al-Haytham |
| 1741027.0 | Ibrāhīm_al-Fazārī | 1645.0 | Ibn_al-Haytham |
| 3304608.0 | Astronomy_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 2.8779877e7 | Atmospheric_optics | 1645.0 | Ibn_al-Haytham |
| 1778258.0 | Alī_ibn_Ahmad_al-Nasawī | 1645.0 | Ibn_al-Haytham |
| 2592962.0 | Octant_(instrument) | 1645.0 | Ibn_al-Haytham |
| 1.0879533e7 | Aja'ib_al-Makhluqat | 1645.0 | Ibn_al-Haytham |
| 1.2654431e7 | Al-Birjandi | 1645.0 | Ibn_al-Haytham |
| 1.3083487e7 | Baha'_al-din_al-'Amili | 1645.0 | Ibn_al-Haytham |
| 1.6352e7 | Al-Haytham | 1645.0 | Ibn_al-Haytham |
| 20545.0 | Mirror | 1645.0 | Ibn_al-Haytham |
| 21527.0 | Number_theory | 1645.0 | Ibn_al-Haytham |
| 22915.0 | Planet | 1645.0 | Ibn_al-Haytham |
| 503345.0 | High_Middle_Ages | 1645.0 | Ibn_al-Haytham |
| 5553121.0 | Latin_translations_of_the_12th_century | 1645.0 | Ibn_al-Haytham |
| 3.2078146e7 | Muhammad_ibn_Aslam_Al-Ghafiqi | 1645.0 | Ibn_al-Haytham |
| 36283.0 | 1011 | 1645.0 | Ibn_al-Haytham |
| 3.7091792e7 | Ibn_Uthal | 1645.0 | Ibn_al-Haytham |
| 69677.0 | Ramon_Llull | 1645.0 | Ibn_al-Haytham |
| 241291.0 | Hyperbolic_geometry | 1645.0 | Ibn_al-Haytham |
| 1766622.0 | Abolfadl_Harawi | 1645.0 | Ibn_al-Haytham |
| 1422050.0 | Timeline_of_Middle_Eastern_history | 1645.0 | Ibn_al-Haytham |
| 5367777.0 | Abu_Sa'id_al-Afif | 1645.0 | Ibn_al-Haytham |
| 8477832.0 | Sibt_al-Maridini | 1645.0 | Ibn_al-Haytham |
| 3.1076646e7 | Al_Achsasi_al_Mouakket | 1645.0 | Ibn_al-Haytham |
| 6330034.0 | Eutychius_of_Alexandria | 1645.0 | Ibn_al-Haytham |
| 223124.0 | List_of_geographers | 1645.0 | Ibn_al-Haytham |
| 1766764.0 | Abu_Sahl_al-Quhi | 1645.0 | Ibn_al-Haytham |
| 6785051.0 | History_of_trigonometry | 1645.0 | Ibn_al-Haytham |
| 655002.0 | Philosophy_of_space_and_time | 1645.0 | Ibn_al-Haytham |
| 1082384.0 | John_Scotus_Eriugena | 1645.0 | Ibn_al-Haytham |
| 8284152.0 | Bimaristan | 1645.0 | Ibn_al-Haytham |
| 33617.0 | William_of_Ockham | 1645.0 | Ibn_al-Haytham |
| 519404.0 | Ibn_al-haytham | 1645.0 | Ibn_al-Haytham |
| 3871014.0 | Rainbow | 1645.0 | Ibn_al-Haytham |
| 6.1768389e7 | Encyclopædia_Meysari | 1645.0 | Ibn_al-Haytham |
| 7660879.0 | List_of_inventions_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 1.3672511e7 | Ibn_al-Hayham | 1645.0 | Ibn_al-Haytham |
| 1.5515167e7 | Ibn_al-Kattani | 1645.0 | Ibn_al-Haytham |
| 23979.0 | Ptolemy | 1645.0 | Ibn_al-Haytham |
| 78209.0 | Abu_Bakr_al-Razi | 1645.0 | Ibn_al-Haytham |
| 1778150.0 | Ahmad_Nahavandi | 1645.0 | Ibn_al-Haytham |
| 1835859.0 | Husayni_Isfahani | 1645.0 | Ibn_al-Haytham |
| 6.4652504e7 | Zaynab_al-Awadiya | 1645.0 | Ibn_al-Haytham |
| 383129.0 | Celestial_spheres | 1645.0 | Ibn_al-Haytham |
| 771589.0 | Roscellinus | 1645.0 | Ibn_al-Haytham |
| 1741220.0 | Bukhtishu | 1645.0 | Ibn_al-Haytham |
| 2.4923294e7 | Ulugh_Beg_Observatory | 1645.0 | Ibn_al-Haytham |
| 4.1652083e7 | List_of_scientific_demonstrations | 1645.0 | Ibn_al-Haytham |
| 1766960.0 | Abu_al-Hasan_al-Tabari | 1645.0 | Ibn_al-Haytham |
| 2232040.0 | Abu_'Ubayd_al-Juzjani | 1645.0 | Ibn_al-Haytham |
| 2.3812041e7 | Critique_of_Ptolemy | 1645.0 | Ibn_al-Haytham |
| 2.8005345e7 | Sadid_al-Din_al-Kazaruni | 1645.0 | Ibn_al-Haytham |
| 2.9310437e7 | Ibn_Juljul | 1645.0 | Ibn_al-Haytham |
| 3.3327375e7 | Ibn_al‐Haytham | 1645.0 | Ibn_al-Haytham |
| 14021.0 | History_of_astronomy | 1645.0 | Ibn_al-Haytham |
| 1782358.0 | Ibn_Abi_Sadiq | 1645.0 | Ibn_al-Haytham |
| 4391548.0 | Sinān_ibn_al-Fatḥ | 1645.0 | Ibn_al-Haytham |
| 1.1468771e7 | Qāḍī_Zāda_al-Rūmī | 1645.0 | Ibn_al-Haytham |
| 5.7151342e7 | Ibn_Ishaq_al-Tunisi | 1645.0 | Ibn_al-Haytham |
| 6.7610731e7 | Hussam_al-Din_al-Jarrahi | 1645.0 | Ibn_al-Haytham |
| 2.3568467e7 | Rashidun_al-Suri | 1645.0 | Ibn_al-Haytham |
| 13758.0 | History_of_physics | 1645.0 | Ibn_al-Haytham |
| 257242.0 | Apollonius_of_Perga | 1645.0 | Ibn_al-Haytham |
| 1.4642321e7 | Ibn_al_haitham | 1645.0 | Ibn_al-Haytham |
| 4621330.0 | Banū_Mūsā | 1645.0 | Ibn_al-Haytham |
| 1.0780372e7 | Muhammad_Baqir_Yazdi | 1645.0 | Ibn_al-Haytham |
| 2.1691772e7 | Yahya_ibn_Sarafyun | 1645.0 | Ibn_al-Haytham |
| 1.1436522e7 | Zij | 1645.0 | Ibn_al-Haytham |
| 1.5927465e7 | The_Remaining_Signs_of_Past_Centuries | 1645.0 | Ibn_al-Haytham |
| 5.2758716e7 | Ibn_Tumlus | 1645.0 | Ibn_al-Haytham |
| 2933164.0 | List_of_scientists_in_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 4.8407865e7 | Al-Basri | 1645.0 | Ibn_al-Haytham |
| 7.0318183e7 | Polynomials_calculating_sums_of_powers_of_arithmetic_progressions | 1645.0 | Ibn_al-Haytham |
| 2287216.0 | Meanings_of_minor_planet_names:_59001–60000 | 1645.0 | Ibn_al-Haytham |
| 1.1133779e7 | Alazen | 1645.0 | Ibn_al-Haytham |
| 23633.0 | List_of_physicists | 1645.0 | Ibn_al-Haytham |
| 49856.0 | Abbasid_Caliphate | 1645.0 | Ibn_al-Haytham |
| 317238.0 | Book_of_Fixed_Stars | 1645.0 | Ibn_al-Haytham |
| 8868818.0 | Ibn_Haytham | 1645.0 | Ibn_al-Haytham |
| 1786.0 | Arabic_numerals | 1645.0 | Ibn_al-Haytham |
| 181918.0 | Bernard_of_Chartres | 1645.0 | Ibn_al-Haytham |
| 271975.0 | Al-Biruni | 1645.0 | Ibn_al-Haytham |
| 1560514.0 | Ahmad_ibn_Yusuf | 1645.0 | Ibn_al-Haytham |
| 6012554.0 | Cosmology_in_medieval_Islam | 1645.0 | Ibn_al-Haytham |
| 2.0956167e7 | Al-Hassan_Ibn_al-Haytham | 1645.0 | Ibn_al-Haytham |
| 2.6499076e7 | Rufaida_Al-Aslamia | 1645.0 | Ibn_al-Haytham |
| 5.3082933e7 | Abu_al-Hasan_al-Ahwazi | 1645.0 | Ibn_al-Haytham |
| 1.2868203e7 | Geography_and_cartography_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 5.3839589e7 | Abu_Ali_Hasan_Ibn_al-Haitham | 1645.0 | Ibn_al-Haytham |
| 36161.0 | 1080s | 1645.0 | Ibn_al-Haytham |
| 8510733.0 | Muhyi_al-Din_al-Maghribi | 1645.0 | Ibn_al-Haytham |
| 4.7027397e7 | The_Complete_Book_of_the_Medical_Art | 1645.0 | Ibn_al-Haytham |
| 2042347.0 | Zakariya_al-Qazwini | 1645.0 | Ibn_al-Haytham |
| 4890385.0 | Abu_Ali_al-Hasan_ibn_al-Haytham | 1645.0 | Ibn_al-Haytham |
| 2881.0 | Alexander_of_Hales | 1645.0 | Ibn_al-Haytham |
| 3335703.0 | Al-Samawal_al-Maghribi | 1645.0 | Ibn_al-Haytham |
| 1.1356099e7 | Ibn_al-Heitham | 1645.0 | Ibn_al-Haytham |
| 1.7944118e7 | Physics_in_the_medieval_Islamic_world | 1645.0 | Ibn_al-Haytham |
| 2.2883647e7 | Abu_Ali_al-Khayyat | 1645.0 | Ibn_al-Haytham |
| 3.1562722e7 | Ibn_al-Tilmidh | 1645.0 | Ibn_al-Haytham |
| 1.0713305e7 | Abu_Mansur_al-Baghdadi | 1645.0 | Ibn_al-Haytham |
| 1.3224789e7 | Sextant_(astronomy) | 1645.0 | Ibn_al-Haytham |
| 4.8407869e7 | Al-Baṣrī | 1645.0 | Ibn_al-Haytham |
| 9264.0 | Ecliptic | 1645.0 | Ibn_al-Haytham |
| 2042240.0 | Najm_al-Din_Mahmud_ibn_Ilyas_al-Shirazi | 1645.0 | Ibn_al-Haytham |
| 14220.0 | History_of_mathematics | 1645.0 | Ibn_al-Haytham |
| 1101492.0 | Hunayn_ibn_Ishaq | 1645.0 | Ibn_al-Haytham |
| 59861.0 | Experiment | 1645.0 | Ibn_al-Haytham |
| 1914053.0 | Mu'ayyad_al-Din_al-Urdi | 1645.0 | Ibn_al-Haytham |
| 6328758.0 | Ibrahim_ibn_Sinan | 1645.0 | Ibn_al-Haytham |
| 1842746.0 | Horopter | 1645.0 | Ibn_al-Haytham |
| 3143150.0 | History_of_scientific_method | 1645.0 | Ibn_al-Haytham |
| 6844954.0 | William_of_Auvergne | 1645.0 | Ibn_al-Haytham |
| 1.7140872e7 | Ibn_Shuayb | 1645.0 | Ibn_al-Haytham |
| 3.2077839e7 | Ali_ibn_Isa_al-Kahhal | 1645.0 | Ibn_al-Haytham |
| 5.2173672e7 | Al-Mubashshir_ibn_Fatik | 1645.0 | Ibn_al-Haytham |
| 1741520.0 | Kamāl_al-Dīn_al-Fārisī | 1645.0 | Ibn_al-Haytham |
| 3515519.0 | Lambert_quadrilateral | 1645.0 | Ibn_al-Haytham |
| 414271.0 | Abū_Isḥāq_Ibrāhīm_al-Zarqālī | 1645.0 | Ibn_al-Haytham |
| 48193.0 | Camera_obscura | 1645.0 | Ibn_al-Haytham |
| 564579.0 | Rashid_al-Din_Hamadani | 1645.0 | Ibn_al-Haytham |
| 5088630.0 | Ibn_al-Haithem | 1645.0 | Ibn_al-Haytham |
| 2.2509814e7 | Al-Qifti | 1645.0 | Ibn_al-Haytham |
| 14400.0 | History_of_science | 1645.0 | Ibn_al-Haytham |
| 5553546.0 | Toledo_School_of_Translators | 1645.0 | Ibn_al-Haytham |
| 8465426.0 | Maragheh_observatory | 1645.0 | Ibn_al-Haytham |
| 1.2680597e7 | List_of_people_with_craters_of_the_Moon_named_after_them | 1645.0 | Ibn_al-Haytham |
| 3.2111438e7 | Abu_al-Majd_ibn_Abi_al-Hakam | 1645.0 | Ibn_al-Haytham |
| 3.7091344e7 | Al-Harith_ibn_Kalada | 1645.0 | Ibn_al-Haytham |
| 5.6795161e7 | Ibn_al-A'lam | 1645.0 | Ibn_al-Haytham |
| 1174529.0 | Al-Tasrif | 1645.0 | Ibn_al-Haytham |
| 1759881.0 | Abu_Ja'far_al-Khazin | 1645.0 | Ibn_al-Haytham |
| 6134187.0 | History_of_mathematical_notation | 1645.0 | Ibn_al-Haytham |
| 56978.0 | Song_dynasty | 1645.0 | Ibn_al-Haytham |
| 3.083974e7 | Cavalieri's_quadrature_formula | 1645.0 | Ibn_al-Haytham |
| 1782511.0 | Habash_al-Hasib_al-Marwazi | 1645.0 | Ibn_al-Haytham |
| 2.0407945e7 | Ibn_al-Wafid | 1645.0 | Ibn_al-Haytham |
| 6.0325936e7 | Historical_models_of_the_Solar_System | 1645.0 | Ibn_al-Haytham |
| 4849234.0 | Encyclopedia_of_the_Brethren_of_Purity | 1645.0 | Ibn_al-Haytham |
val allEdgesShortenedRedirects = spark.sql("""
SELECT enwiki_graph_edges.src,
enwiki_graph_edges.src_title,
enwiki_graph_edges.dst,
enwiki_graph_edges.dst_title,
0 AS shortenedRedirect
FROM enwiki_graph_edges INNER JOIN enwiki_page ON enwiki_page.page_id = enwiki_graph_edges.dst
WHERE enwiki_page.page_is_redirect = 0
UNION ALL
SELECT twoStepRedirects.artA AS src,
twoStepRedirects.artA_title AS src_title,
twoStepRedirects.artC AS dst,
twoStepRedirects.artC_title AS dst_title,
1 AS shortenedRedirect
FROM twoStepRedirects
""")
allEdgesShortenedRedirects.createOrReplaceTempView("allEdges")
allEdgesShortenedRedirects: org.apache.spark.sql.DataFrame = [src: int, src_title: string ... 3 more fields]
SELECT count(src) FROM allEdges WHERE shortenedRedirect = 0
| count(src) |
|---|
| 5.47063067e8 |
allEdgesShortenedRedirects.write.saveAsTable("enwiki_graph_edges_shortenedredirects")
SELECT count(src) FROM enwiki_graph_edges_shortenedredirects
| count(src) |
|---|
| 6.07780945e8 |
Creating the graph of Wikipedia articles
The problem here is that the pagelinks table does not contain pairs of IDs, but rather IDs of the source of the link and titles of the destination of the link. So we need to do a join between it and the pages table to get the data in the format we want.
SELECT * FROM enwiki_page
| page_id | page_title | page_is_redirect | has_been_edited | page_len | page_content_model | page_lang |
|---|---|---|---|---|---|---|
| 10.0 | AccessibleComputing | 1.0 | 0.0 | 111.0 | wikitext | NULL |
| 12.0 | Anarchism | 0.0 | 0.0 | 108971.0 | wikitext | NULL |
| 13.0 | AfghanistanHistory | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 14.0 | AfghanistanGeography | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 15.0 | AfghanistanPeople | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 18.0 | AfghanistanCommunications | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 19.0 | AfghanistanTransportations | 1.0 | 0.0 | 113.0 | wikitext | NULL |
| 20.0 | AfghanistanMilitary | 1.0 | 0.0 | 154.0 | wikitext | NULL |
| 21.0 | AfghanistanTransnationalIssues | 1.0 | 0.0 | 101.0 | wikitext | NULL |
| 23.0 | AssistiveTechnology | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 24.0 | AmoeboidTaxa | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 25.0 | Autism | 1.0 | 0.0 | 150.0 | wikitext | NULL |
| 27.0 | AlbaniaHistory | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 29.0 | AlbaniaPeople | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 30.0 | AsWeMayThink | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 35.0 | AlbaniaGovernment | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 36.0 | AlbaniaEconomy | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 39.0 | Albedo | 0.0 | 0.0 | 61598.0 | wikitext | NULL |
| 40.0 | AfroAsiaticLanguages | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 42.0 | ArtificalLanguages | 1.0 | 0.0 | 160.0 | wikitext | NULL |
| 46.0 | AbacuS | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 47.0 | AbalonE | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 48.0 | AbbadideS | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 49.0 | AbbesS | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 50.0 | AbbevilleFrance | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 51.0 | AbbeY | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 52.0 | AbboT | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 53.0 | Abbreviations | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 54.0 | AtlasShrugged | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 56.0 | ArtificialLanguages | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 58.0 | AtlasShruggedCharacters | 1.0 | 0.0 | 101.0 | wikitext | NULL |
| 59.0 | AtlasShruggedCompanies | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 60.0 | AyersMusicPublishingCompany | 1.0 | 0.0 | 100.0 | wikitext | NULL |
| 241.0 | AfricanAmericanPeople | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 242.0 | AdolfHitler | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 247.0 | AbeceDarians | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 248.0 | AbeL | 1.0 | 0.0 | 81.0 | wikitext | NULL |
| 249.0 | AbensbergGermany | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 251.0 | AberdeenSouthDakota | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 254.0 | ArthurKoestler | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 255.0 | AynRand | 1.0 | 0.0 | 76.0 | wikitext | NULL |
| 256.0 | AlexanderTheGreat | 1.0 | 0.0 | 87.0 | wikitext | NULL |
| 258.0 | AnchorageAlaska | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 259.0 | ArgumentForms | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 260.0 | ArgumentsForTheExistenceOfGod | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 263.0 | AnarchY | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 264.0 | AsciiArt | 1.0 | 0.0 | 77.0 | wikitext | NULL |
| 269.0 | AcademyAwards | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 270.0 | AcademyAwards/BestPicture | 1.0 | 0.0 | 115.0 | wikitext | NULL |
| 271.0 | AustriaLanguage | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 272.0 | AcademicElitism | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 274.0 | AxiomOfChoice | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 276.0 | AmericanFootball | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 278.0 | AmericA | 1.0 | 0.0 | 173.0 | wikitext | NULL |
| 279.0 | AnnaKournikova | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 280.0 | AndorrA | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 287.0 | AustroAsiaticLanguages | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 289.0 | ActresseS | 1.0 | 0.0 | 109.0 | wikitext | NULL |
| 290.0 | A | 0.0 | 0.0 | 30290.0 | wikitext | NULL |
| 291.0 | AnarchoCapitalism | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 293.0 | AnarchoCapitalists | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 296.0 | ActressesS | 1.0 | 0.0 | 83.0 | wikitext | NULL |
| 299.0 | AnAmericanInParis | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 301.0 | AutoMorphism | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 302.0 | ActionFilm | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 303.0 | Alabama | 0.0 | 0.0 | 226818.0 | wikitext | NULL |
| 304.0 | AfricA | 1.0 | 0.0 | 115.0 | wikitext | NULL |
| 305.0 | Achilles | 0.0 | 0.0 | 77348.0 | wikitext | NULL |
| 306.0 | AppliedStatistics | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 307.0 | Abraham_Lincoln | 0.0 | 0.0 | 197343.0 | wikitext | NULL |
| 308.0 | Aristotle | 0.0 | 0.0 | 158506.0 | wikitext | NULL |
| 309.0 | An_American_in_Paris | 0.0 | 0.0 | 24243.0 | wikitext | NULL |
| 316.0 | Academy_Award_for_Best_Production_Design | 0.0 | 0.0 | 99157.0 | wikitext | NULL |
| 324.0 | Academy_Awards | 0.0 | 0.0 | 149454.0 | wikitext | NULL |
| 325.0 | Action_Film | 1.0 | 0.0 | 56.0 | wikitext | NULL |
| 330.0 | Actrius | 0.0 | 0.0 | 6542.0 | wikitext | NULL |
| 332.0 | Animalia_(book) | 0.0 | 0.0 | 6920.0 | wikitext | NULL |
| 334.0 | International_Atomic_Time | 0.0 | 0.0 | 15202.0 | wikitext | NULL |
| 336.0 | Altruism | 0.0 | 0.0 | 77534.0 | wikitext | NULL |
| 338.0 | AutoRacing | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 339.0 | Ayn_Rand | 0.0 | 0.0 | 88464.0 | wikitext | NULL |
| 340.0 | Alain_Connes | 0.0 | 0.0 | 9175.0 | wikitext | NULL |
| 344.0 | Allan_Dwan | 0.0 | 0.0 | 13381.0 | wikitext | NULL |
| 347.0 | Algeria/People | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 353.0 | Algeria/Transnational_Issues | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 358.0 | Algeria | 0.0 | 0.0 | 173692.0 | wikitext | NULL |
| 359.0 | List_of_Atlas_Shrugged_characters | 0.0 | 0.0 | 33550.0 | wikitext | NULL |
| 369.0 | Topics_of_note_in_Atlas_Shrugged | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 569.0 | Anthropology | 0.0 | 0.0 | 108674.0 | wikitext | NULL |
| 572.0 | Agricultural_science | 0.0 | 0.0 | 13186.0 | wikitext | NULL |
| 573.0 | Alchemy | 0.0 | 0.0 | 97130.0 | wikitext | NULL |
| 579.0 | Alien | 0.0 | 0.0 | 6689.0 | wikitext | NULL |
| 580.0 | Astronomer | 0.0 | 0.0 | 8573.0 | wikitext | NULL |
| 583.0 | Ameboid_stage | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 586.0 | ASCII | 0.0 | 0.0 | 107367.0 | wikitext | NULL |
| 589.0 | Ashmore_And_Cartier_Islands | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 590.0 | Austin_(disambiguation) | 0.0 | 0.0 | 2455.0 | wikitext | NULL |
| 593.0 | Animation | 0.0 | 0.0 | 69580.0 | wikitext | NULL |
| 594.0 | Apollo | 0.0 | 0.0 | 211059.0 | wikitext | NULL |
| 595.0 | Andre_Agassi | 0.0 | 0.0 | 135589.0 | wikitext | NULL |
| 596.0 | Artificial_languages | 1.0 | 0.0 | 69.0 | wikitext | NULL |
| 597.0 | Austroasiatic_languages | 0.0 | 0.0 | 58664.0 | wikitext | NULL |
| 598.0 | Afro-asiatic_languages | 1.0 | 0.0 | 100.0 | wikitext | NULL |
| 599.0 | Afroasiatic_languages | 0.0 | 0.0 | 69265.0 | wikitext | NULL |
| 600.0 | Andorra | 0.0 | 0.0 | 133270.0 | wikitext | NULL |
| 609.0 | Andorra/Transnational_issues | 1.0 | 0.0 | 135.0 | wikitext | NULL |
| 612.0 | Arithmetic_mean | 0.0 | 0.0 | 13635.0 | wikitext | NULL |
| 615.0 | American_Football_Conference | 0.0 | 0.0 | 22184.0 | wikitext | NULL |
| 617.0 | Albert_Gore | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 618.0 | AnEnquiryConcerningHumanUnderstanding | 1.0 | 0.0 | 109.0 | wikitext | NULL |
| 620.0 | Animal_Farm | 0.0 | 0.0 | 77545.0 | wikitext | NULL |
| 621.0 | Amphibian | 0.0 | 0.0 | 156204.0 | wikitext | NULL |
| 622.0 | Albert_Arnold_Gore/Criticisms | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 624.0 | Alaska | 0.0 | 0.0 | 172107.0 | wikitext | NULL |
| 626.0 | Auteur_Theory_Film | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 627.0 | Agriculture | 0.0 | 0.0 | 163082.0 | wikitext | NULL |
| 628.0 | Aldous_Huxley | 0.0 | 0.0 | 57618.0 | wikitext | NULL |
| 629.0 | Abstract_Algebra | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 630.0 | Ada | 0.0 | 0.0 | 3813.0 | wikitext | NULL |
| 632.0 | Aberdeen_(disambiguation) | 0.0 | 0.0 | 7276.0 | wikitext | NULL |
| 633.0 | Algae | 0.0 | 0.0 | 90619.0 | wikitext | NULL |
| 634.0 | Analysis_of_variance | 0.0 | 0.0 | 55132.0 | wikitext | NULL |
| 635.0 | ANOVA | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 639.0 | Alkane | 0.0 | 0.0 | 73113.0 | wikitext | NULL |
| 640.0 | Appellate_procedure_in_the_United_States | 0.0 | 0.0 | 27615.0 | wikitext | NULL |
| 642.0 | Answer_(law) | 0.0 | 0.0 | 2765.0 | wikitext | NULL |
| 643.0 | Appellate_court | 0.0 | 0.0 | 11978.0 | wikitext | NULL |
| 644.0 | Arithmetic_and_logic_unit | 1.0 | 0.0 | 35.0 | wikitext | NULL |
| 648.0 | Actress | 1.0 | 0.0 | 125.0 | wikitext | NULL |
| 649.0 | Arraignment | 0.0 | 0.0 | 10523.0 | wikitext | NULL |
| 651.0 | America_the_Beautiful | 0.0 | 0.0 | 29339.0 | wikitext | NULL |
| 653.0 | Assistive_technology | 0.0 | 0.0 | 63308.0 | wikitext | NULL |
| 654.0 | Accessible_computing | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 655.0 | Abacus | 0.0 | 0.0 | 50940.0 | wikitext | NULL |
| 656.0 | Acid | 0.0 | 0.0 | 47523.0 | wikitext | NULL |
| 657.0 | Asphalt | 0.0 | 0.0 | 95749.0 | wikitext | NULL |
| 659.0 | American_National_Standards_Institute | 0.0 | 0.0 | 18089.0 | wikitext | NULL |
| 661.0 | Argument_(disambiguation) | 0.0 | 0.0 | 1710.0 | wikitext | NULL |
| 662.0 | Apollo_11 | 0.0 | 0.0 | 184198.0 | wikitext | NULL |
| 663.0 | Apollo_8 | 0.0 | 0.0 | 95526.0 | wikitext | NULL |
| 664.0 | Astronaut | 0.0 | 0.0 | 80670.0 | wikitext | NULL |
| 665.0 | A_Modest_Proposal | 0.0 | 0.0 | 24728.0 | wikitext | NULL |
| 666.0 | Alkali_metal | 0.0 | 0.0 | 217024.0 | wikitext | NULL |
| 668.0 | Argument_form | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 669.0 | Allotrope | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 670.0 | Alphabet | 0.0 | 0.0 | 48050.0 | wikitext | NULL |
| 673.0 | Atomic_number | 0.0 | 0.0 | 14031.0 | wikitext | NULL |
| 674.0 | Anatomy | 0.0 | 0.0 | 77631.0 | wikitext | NULL |
| 675.0 | Affirming_the_consequent | 0.0 | 0.0 | 6242.0 | wikitext | NULL |
| 676.0 | Andrei_Tarkovsky | 0.0 | 0.0 | 74800.0 | wikitext | NULL |
| 677.0 | Ambiguity | 0.0 | 0.0 | 31221.0 | wikitext | NULL |
| 678.0 | Abel | 0.0 | 0.0 | 10386.0 | wikitext | NULL |
| 679.0 | Animal_(disambiguation) | 0.0 | 0.0 | 8673.0 | wikitext | NULL |
| 680.0 | Aardvark | 0.0 | 0.0 | 36644.0 | wikitext | NULL |
| 681.0 | Aardwolf | 0.0 | 0.0 | 24478.0 | wikitext | NULL |
| 682.0 | Adobe | 0.0 | 0.0 | 28066.0 | wikitext | NULL |
| 683.0 | Adventure | 0.0 | 0.0 | 9292.0 | wikitext | NULL |
| 686.0 | Amaltheia | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 687.0 | Analysis_of_Variance | 1.0 | 0.0 | 66.0 | wikitext | NULL |
| 689.0 | Asia | 0.0 | 0.0 | 119487.0 | wikitext | NULL |
| 690.0 | Aruba | 0.0 | 0.0 | 77354.0 | wikitext | NULL |
| 691.0 | Articles_of_Confederation | 0.0 | 0.0 | 73929.0 | wikitext | NULL |
| 693.0 | Archaeology/Broch | 1.0 | 0.0 | 71.0 | wikitext | NULL |
| 694.0 | Asia_Minor_(disambiguation) | 0.0 | 0.0 | 520.0 | wikitext | NULL |
| 696.0 | Aa_River | 1.0 | 0.0 | 108.0 | wikitext | NULL |
| 698.0 | Atlantic_Ocean | 0.0 | 0.0 | 114989.0 | wikitext | NULL |
| 700.0 | Arthur_Schopenhauer | 0.0 | 0.0 | 165600.0 | wikitext | NULL |
| 701.0 | Angola | 0.0 | 0.0 | 156923.0 | wikitext | NULL |
| 704.0 | Demographics_of_Angola | 0.0 | 0.0 | 33803.0 | wikitext | NULL |
| 705.0 | Politics_of_Angola | 0.0 | 0.0 | 15087.0 | wikitext | NULL |
| 706.0 | Economy_of_Angola | 0.0 | 0.0 | 45452.0 | wikitext | NULL |
| 708.0 | Transport_in_Angola | 0.0 | 0.0 | 4083.0 | wikitext | NULL |
| 709.0 | Angolan_Armed_Forces | 0.0 | 0.0 | 25218.0 | wikitext | NULL |
| 710.0 | Foreign_relations_of_Angola | 0.0 | 0.0 | 28022.0 | wikitext | NULL |
| 711.0 | Albert_Sidney_Johnston | 0.0 | 0.0 | 53655.0 | wikitext | NULL |
| 713.0 | Android_(robot) | 0.0 | 0.0 | 30791.0 | wikitext | NULL |
| 717.0 | Alberta | 0.0 | 0.0 | 165138.0 | wikitext | NULL |
| 727.0 | Astronomy/History | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 728.0 | List_of_anthropologists | 0.0 | 0.0 | 8657.0 | wikitext | NULL |
| 731.0 | Astronomy_and_Astrophysics/History | 1.0 | 1.0 | 86.0 | wikitext | NULL |
| 734.0 | Actinopterygii | 0.0 | 0.0 | 41677.0 | wikitext | NULL |
| 735.0 | Al_Gore/Criticisms | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 736.0 | Albert_Einstein | 0.0 | 0.0 | 210170.0 | wikitext | NULL |
| 737.0 | Afghanistan | 0.0 | 0.0 | 310005.0 | wikitext | NULL |
| 738.0 | Albania | 0.0 | 0.0 | 277109.0 | wikitext | NULL |
| 740.0 | Allah | 0.0 | 0.0 | 49185.0 | wikitext | NULL |
| 742.0 | Algorithms_(journal) | 0.0 | 0.0 | 3748.0 | wikitext | NULL |
| 743.0 | Antigua_And_Barbuda | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 746.0 | Azerbaijan | 0.0 | 0.0 | 236389.0 | wikitext | NULL |
| 748.0 | Amateur_astronomy | 0.0 | 0.0 | 36867.0 | wikitext | NULL |
| 749.0 | Astronomers_and_Astrophysicists | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 751.0 | Aikido | 0.0 | 0.0 | 57246.0 | wikitext | NULL |
| 752.0 | Art | 0.0 | 0.0 | 121171.0 | wikitext | NULL |
| 755.0 | Albania/History | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 758.0 | Albania/Transnational_Issues | 1.0 | 0.0 | 134.0 | wikitext | NULL |
| 759.0 | Albania/People | 1.0 | 0.0 | 89.0 | wikitext | NULL |
| 763.0 | Albania/Foreign_relations | 1.0 | 0.0 | 134.0 | wikitext | NULL |
| 764.0 | Agnostida | 0.0 | 0.0 | 8134.0 | wikitext | NULL |
| 765.0 | Abortion | 0.0 | 0.0 | 194359.0 | wikitext | NULL |
| 766.0 | Abstract_(law) | 0.0 | 0.0 | 2292.0 | wikitext | NULL |
| 767.0 | A.E._van_Vogt | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 771.0 | American_Revolutionary_War | 0.0 | 0.0 | 308703.0 | wikitext | NULL |
| 772.0 | Ampere | 0.0 | 0.0 | 15813.0 | wikitext | NULL |
| 775.0 | Algorithm | 0.0 | 0.0 | 113862.0 | wikitext | NULL |
| 777.0 | Annual_plant | 0.0 | 0.0 | 6058.0 | wikitext | NULL |
| 779.0 | Anthophyta | 0.0 | 0.0 | 3135.0 | wikitext | NULL |
| 780.0 | Atlas_(disambiguation) | 0.0 | 0.0 | 11221.0 | wikitext | NULL |
| 782.0 | Mouthwash | 0.0 | 0.0 | 65648.0 | wikitext | NULL |
| 783.0 | Alexander_the_Great | 0.0 | 0.0 | 227366.0 | wikitext | NULL |
| 784.0 | Alfred_Korzybski | 0.0 | 0.0 | 14772.0 | wikitext | NULL |
| 785.0 | Asteroids_(video_game) | 0.0 | 0.0 | 48246.0 | wikitext | NULL |
| 786.0 | Asparagales | 0.0 | 0.0 | 89674.0 | wikitext | NULL |
| 787.0 | Alismatales | 0.0 | 0.0 | 13634.0 | wikitext | NULL |
| 788.0 | Apiales | 0.0 | 0.0 | 7627.0 | wikitext | NULL |
| 789.0 | Asterales | 0.0 | 0.0 | 11669.0 | wikitext | NULL |
| 791.0 | Asteroid | 0.0 | 0.0 | 155686.0 | wikitext | NULL |
| 794.0 | Allocution | 0.0 | 0.0 | 3884.0 | wikitext | NULL |
| 795.0 | Affidavit | 0.0 | 0.0 | 10052.0 | wikitext | NULL |
| 798.0 | Aries_(constellation) | 0.0 | 0.0 | 50994.0 | wikitext | NULL |
| 799.0 | Aquarius_(constellation) | 0.0 | 0.0 | 36019.0 | wikitext | NULL |
| 800.0 | Anime | 0.0 | 0.0 | 104726.0 | wikitext | NULL |
| 801.0 | Asterism | 0.0 | 0.0 | 357.0 | wikitext | NULL |
| 802.0 | Ankara | 0.0 | 0.0 | 125716.0 | wikitext | NULL |
| 803.0 | Arabic | 0.0 | 0.0 | 174116.0 | wikitext | NULL |
| 807.0 | AlbaniaCommunications | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 808.0 | Alfred_Hitchcock | 0.0 | 0.0 | 179231.0 | wikitext | NULL |
| 809.0 | Anaconda | 0.0 | 0.0 | 8537.0 | wikitext | NULL |
| 813.0 | Afghanistan/History | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 814.0 | Afghanistan/Geography | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 815.0 | Afghanistan/Government | 1.0 | 0.0 | 114.0 | wikitext | NULL |
| 816.0 | Afghanistan/People | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 817.0 | Afghanistan/Economy | 1.0 | 0.0 | 88.0 | wikitext | NULL |
| 818.0 | Afghanistan/Communications | 1.0 | 0.0 | 114.0 | wikitext | NULL |
| 820.0 | Afghanistan/Military | 1.0 | 0.0 | 155.0 | wikitext | NULL |
| 821.0 | Afghanistan/Transnational_Issues | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 822.0 | Afghanistan_(1911_Encyclopedia) | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 824.0 | Altaic_languages | 0.0 | 0.0 | 63972.0 | wikitext | NULL |
| 825.0 | Austrian_German | 0.0 | 0.0 | 21521.0 | wikitext | NULL |
| 832.0 | Austria/Transnational_issues | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 839.0 | Anglican_Church | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 840.0 | Axiom_of_choice | 0.0 | 0.0 | 58996.0 | wikitext | NULL |
| 841.0 | Attila | 0.0 | 0.0 | 65626.0 | wikitext | NULL |
| 842.0 | Aegean_Sea | 0.0 | 0.0 | 47828.0 | wikitext | NULL |
| 843.0 | A_Clockwork_Orange_(novel) | 0.0 | 0.0 | 55097.0 | wikitext | NULL |
| 844.0 | Amsterdam | 0.0 | 0.0 | 196002.0 | wikitext | NULL |
| 846.0 | Museum_of_Work | 0.0 | 0.0 | 7122.0 | wikitext | NULL |
| 848.0 | Audi | 0.0 | 0.0 | 147456.0 | wikitext | NULL |
| 849.0 | Aircraft | 0.0 | 0.0 | 63371.0 | wikitext | NULL |
| 851.0 | Alfred_Nobel | 0.0 | 0.0 | 33680.0 | wikitext | NULL |
| 852.0 | Alexander_Graham_Bell | 0.0 | 0.0 | 143315.0 | wikitext | NULL |
| 854.0 | Anatolia | 0.0 | 0.0 | 72850.0 | wikitext | NULL |
| 855.0 | Abiotic_factors | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 856.0 | Apple_Inc. | 0.0 | 0.0 | 296242.0 | wikitext | NULL |
| 857.0 | Aberdeenshire | 0.0 | 0.0 | 33434.0 | wikitext | NULL |
| 858.0 | AU | 1.0 | 0.0 | 127.0 | wikitext | NULL |
| 859.0 | Aztlan_Underground | 0.0 | 0.0 | 7876.0 | wikitext | NULL |
| 860.0 | Aland | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 863.0 | American_Civil_War | 0.0 | 0.0 | 252499.0 | wikitext | NULL |
| 864.0 | Andy_Warhol | 0.0 | 0.0 | 159393.0 | wikitext | NULL |
| 868.0 | Alp_Arslan | 0.0 | 0.0 | 27066.0 | wikitext | NULL |
| 869.0 | American_Film_Institute | 0.0 | 0.0 | 23405.0 | wikitext | NULL |
| 872.0 | Akira_Kurosawa | 0.0 | 0.0 | 108667.0 | wikitext | NULL |
| 873.0 | Ancient_civilization | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 874.0 | Ancient_Egypt | 0.0 | 0.0 | 141823.0 | wikitext | NULL |
| 875.0 | Analog_Brothers | 0.0 | 0.0 | 3787.0 | wikitext | NULL |
| 876.0 | Motor_neuron_disease | 0.0 | 0.0 | 22719.0 | wikitext | NULL |
| 877.0 | Abjad | 0.0 | 0.0 | 22953.0 | wikitext | NULL |
| 878.0 | Abugida | 0.0 | 0.0 | 44096.0 | wikitext | NULL |
| 880.0 | ABBA | 0.0 | 0.0 | 143023.0 | wikitext | NULL |
| 881.0 | Allegiance | 0.0 | 0.0 | 15801.0 | wikitext | NULL |
| 882.0 | Absolute_majority | 1.0 | 0.0 | 121.0 | wikitext | NULL |
| 885.0 | Altenberg | 0.0 | 0.0 | 1824.0 | wikitext | NULL |
| 887.0 | MessagePad | 0.0 | 0.0 | 47725.0 | wikitext | NULL |
| 888.0 | A._E._van_Vogt | 0.0 | 0.0 | 51988.0 | wikitext | NULL |
| 890.0 | Anna_Kournikova | 0.0 | 0.0 | 55901.0 | wikitext | NULL |
| 891.0 | Accountancy | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 892.0 | Alfons_Maria_Jakob | 0.0 | 0.0 | 5267.0 | wikitext | NULL |
| 894.0 | Agnosticism | 0.0 | 0.0 | 72756.0 | wikitext | NULL |
| 896.0 | Argon | 0.0 | 0.0 | 40086.0 | wikitext | NULL |
| 897.0 | Arsenic | 0.0 | 0.0 | 127483.0 | wikitext | NULL |
| 898.0 | Antimony | 0.0 | 0.0 | 60686.0 | wikitext | NULL |
| 899.0 | Actinium | 0.0 | 0.0 | 39951.0 | wikitext | NULL |
| 900.0 | Americium | 0.0 | 0.0 | 77374.0 | wikitext | NULL |
| 901.0 | Astatine | 0.0 | 0.0 | 81700.0 | wikitext | NULL |
| 902.0 | Atom | 0.0 | 0.0 | 125779.0 | wikitext | NULL |
| 903.0 | Arable_land | 0.0 | 0.0 | 17047.0 | wikitext | NULL |
| 904.0 | Aluminium | 0.0 | 0.0 | 138626.0 | wikitext | NULL |
| 905.0 | Advanced_Chemistry | 0.0 | 0.0 | 12704.0 | wikitext | NULL |
| 907.0 | Awk | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 908.0 | AgoraNomic | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 909.0 | Anglican_Communion | 0.0 | 0.0 | 67308.0 | wikitext | NULL |
| 910.0 | Arne_Kaijser | 0.0 | 0.0 | 2754.0 | wikitext | NULL |
| 911.0 | Archipelago | 0.0 | 0.0 | 7267.0 | wikitext | NULL |
| 914.0 | Author | 0.0 | 0.0 | 20404.0 | wikitext | NULL |
| 915.0 | Andrey_Markov | 0.0 | 0.0 | 10528.0 | wikitext | NULL |
| 918.0 | Anti-semitism | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 919.0 | Anti-semitic | 1.0 | 0.0 | 47.0 | wikitext | NULL |
| 921.0 | Angst | 0.0 | 0.0 | 7030.0 | wikitext | NULL |
| 922.0 | Anxiety | 0.0 | 0.0 | 92522.0 | wikitext | NULL |
| 923.0 | A.A._Milne | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 924.0 | A._A._Milne | 0.0 | 0.0 | 43901.0 | wikitext | NULL |
| 925.0 | Asociación_Alumni | 0.0 | 0.0 | 5890.0 | wikitext | NULL |
| 926.0 | Alumna | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 928.0 | Axiom | 0.0 | 0.0 | 35579.0 | wikitext | NULL |
| 929.0 | Alpha | 0.0 | 0.0 | 11696.0 | wikitext | NULL |
| 930.0 | Alvin_Toffler | 0.0 | 0.0 | 31422.0 | wikitext | NULL |
| 931.0 | The_Amazing_Spider-Man | 0.0 | 0.0 | 86345.0 | wikitext | NULL |
| 933.0 | AM | 0.0 | 0.0 | 4055.0 | wikitext | NULL |
| 935.0 | Automated_Alice/XII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 936.0 | Automated_Alice/XI | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 937.0 | Automated_Alice/X | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 938.0 | Automated_Alice/IX | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 939.0 | Automated_Alice/VIII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 940.0 | Automated_Alice/VI | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 941.0 | Automated_Alice/VII | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 942.0 | Automated_Alice/V | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 943.0 | Automated_Alice/IV | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 944.0 | Automated_Alice/II | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 945.0 | Automated_Alice/I | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 946.0 | Automated_Alice/III | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 951.0 | Antigua_and_Barbuda | 0.0 | 0.0 | 69608.0 | wikitext | NULL |
| 953.0 | Azincourt | 0.0 | 0.0 | 7304.0 | wikitext | NULL |
| 954.0 | Albert_Speer | 0.0 | 0.0 | 74955.0 | wikitext | NULL |
| 956.0 | Asteraceae | 0.0 | 0.0 | 52348.0 | wikitext | NULL |
| 957.0 | Apiaceae | 0.0 | 0.0 | 19443.0 | wikitext | NULL |
| 958.0 | Axon | 0.0 | 0.0 | 56358.0 | wikitext | NULL |
| 959.0 | Agma | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 960.0 | Aramaic_alphabet | 0.0 | 0.0 | 39545.0 | wikitext | NULL |
| 963.0 | Arguments_for_the_existence_of_God | 1.0 | 0.0 | 30.0 | wikitext | NULL |
| 966.0 | American_shot | 0.0 | 0.0 | 2475.0 | wikitext | NULL |
| 967.0 | Acute_disseminated_encephalomyelitis | 0.0 | 0.0 | 49156.0 | wikitext | NULL |
| 969.0 | Ataxia | 0.0 | 0.0 | 51374.0 | wikitext | NULL |
| 970.0 | AmbientCalculusOnline | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 972.0 | Abdul_Alhazred | 1.0 | 0.0 | 453.0 | wikitext | NULL |
| 973.0 | A_priori_and_a_posterior_knowledge | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 974.0 | Ada_Lovelace | 0.0 | 0.0 | 81872.0 | wikitext | NULL |
| 975.0 | AmbientCalculiOnline | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 980.0 | August_Derleth | 0.0 | 0.0 | 36081.0 | wikitext | NULL |
| 981.0 | Alps | 0.0 | 0.0 | 97011.0 | wikitext | NULL |
| 982.0 | A_priori_and_a_posteriori_knowledge | 1.0 | 0.0 | 39.0 | wikitext | NULL |
| 983.0 | Albert_Camus | 0.0 | 0.0 | 60082.0 | wikitext | NULL |
| 984.0 | Agatha_Christie | 0.0 | 0.0 | 157622.0 | wikitext | NULL |
| 986.0 | The_Plague_(novel) | 0.0 | 0.0 | 33756.0 | wikitext | NULL |
| 988.0 | Applied_ethics | 0.0 | 0.0 | 10125.0 | wikitext | NULL |
| 991.0 | Absolute_value | 0.0 | 0.0 | 25672.0 | wikitext | NULL |
| 993.0 | Analog_signal | 0.0 | 0.0 | 4898.0 | wikitext | NULL |
| 994.0 | Arecales | 0.0 | 0.0 | 3408.0 | wikitext | NULL |
| 1000.0 | Hercule_Poirot | 0.0 | 0.0 | 70455.0 | wikitext | NULL |
| 1002.0 | Miss_Marple | 0.0 | 0.0 | 31513.0 | wikitext | NULL |
| 1004.0 | April | 0.0 | 0.0 | 32330.0 | wikitext | NULL |
| 1005.0 | August | 0.0 | 0.0 | 29903.0 | wikitext | NULL |
| 1006.0 | Aaron | 0.0 | 0.0 | 45188.0 | wikitext | NULL |
| 1008.0 | April_6 | 0.0 | 0.0 | 53142.0 | wikitext | NULL |
| 1009.0 | April_12 | 0.0 | 0.0 | 52633.0 | wikitext | NULL |
| 1010.0 | April_15 | 0.0 | 0.0 | 50663.0 | wikitext | NULL |
| 1011.0 | April_30 | 0.0 | 0.0 | 48202.0 | wikitext | NULL |
| 1012.0 | August_22 | 0.0 | 0.0 | 44190.0 | wikitext | NULL |
| 1013.0 | August_27 | 0.0 | 0.0 | 47372.0 | wikitext | NULL |
| 1014.0 | Alcohol_(chemistry) | 0.0 | 0.0 | 34841.0 | wikitext | NULL |
| 1016.0 | Achill_Island | 0.0 | 0.0 | 39863.0 | wikitext | NULL |
| 1017.0 | Allen_Ginsberg | 0.0 | 0.0 | 108507.0 | wikitext | NULL |
| 1018.0 | Algebraically_closed_field | 0.0 | 0.0 | 12639.0 | wikitext | NULL |
| 1019.0 | August_6 | 0.0 | 0.0 | 44883.0 | wikitext | NULL |
| 1020.0 | Anatoly_Karpov | 0.0 | 0.0 | 44732.0 | wikitext | NULL |
| 1021.0 | Aspect_ratio | 0.0 | 0.0 | 5699.0 | wikitext | NULL |
| 1022.0 | Auto_racing | 0.0 | 0.0 | 49738.0 | wikitext | NULL |
| 1023.0 | Anarcho-capitalism | 0.0 | 0.0 | 135375.0 | wikitext | NULL |
| 1026.0 | Anarcho-capitalists | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1027.0 | August_9 | 0.0 | 0.0 | 48531.0 | wikitext | NULL |
| 1028.0 | Aristophanes | 0.0 | 0.0 | 68860.0 | wikitext | NULL |
| 1029.0 | Albert_Schweitzer | 0.0 | 0.0 | 80267.0 | wikitext | NULL |
| 1030.0 | Austrian_School | 0.0 | 0.0 | 71838.0 | wikitext | NULL |
| 1032.0 | Abscess | 0.0 | 0.0 | 32103.0 | wikitext | NULL |
| 1035.0 | Aal | 1.0 | 0.0 | 94.0 | wikitext | NULL |
| 1036.0 | Aalborg_Municipality | 0.0 | 0.0 | 13463.0 | wikitext | NULL |
| 1038.0 | Aarhus | 0.0 | 0.0 | 205789.0 | wikitext | NULL |
| 1043.0 | Northern_cavefish | 0.0 | 0.0 | 2625.0 | wikitext | NULL |
| 1046.0 | Abatement | 0.0 | 0.0 | 1133.0 | wikitext | NULL |
| 1049.0 | Amateur | 0.0 | 0.0 | 15459.0 | wikitext | NULL |
| 1051.0 | Alexis_Carrel | 0.0 | 0.0 | 38802.0 | wikitext | NULL |
| 1055.0 | All_Souls'_Day | 0.0 | 0.0 | 36190.0 | wikitext | NULL |
| 1057.0 | Anatole_France | 0.0 | 0.0 | 16387.0 | wikitext | NULL |
| 1058.0 | André_Gide | 0.0 | 0.0 | 32483.0 | wikitext | NULL |
| 1059.0 | Applied_statistics | 1.0 | 0.0 | 192.0 | wikitext | NULL |
| 1061.0 | Analysis_of_variance/Random_effects_models | 1.0 | 0.0 | 123.0 | wikitext | NULL |
| 1062.0 | Analysis_of_variance/Degrees_of_freedom | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1063.0 | Algorithms_for_calculating_variance | 0.0 | 0.0 | 30844.0 | wikitext | NULL |
| 1064.0 | Almond | 0.0 | 0.0 | 65298.0 | wikitext | NULL |
| 1069.0 | Demographics_of_Antigua_and_Barbuda | 0.0 | 0.0 | 15988.0 | wikitext | NULL |
| 1070.0 | Politics_of_Antigua_and_Barbuda | 0.0 | 0.0 | 10381.0 | wikitext | NULL |
| 1072.0 | Telecommunications_in_Antigua_and_Barbuda | 0.0 | 0.0 | 5634.0 | wikitext | NULL |
| 1074.0 | Antigua_and_Barbuda_Defence_Force | 0.0 | 0.0 | 6978.0 | wikitext | NULL |
| 1075.0 | Antigua_and_Barbuda/Transnational_issues | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1078.0 | Antisemitism | 0.0 | 0.0 | 146605.0 | wikitext | NULL |
| 1081.0 | Economy_of_Azerbaijan | 0.0 | 0.0 | 60281.0 | wikitext | NULL |
| 1082.0 | Geography_of_Azerbaijan | 0.0 | 0.0 | 14609.0 | wikitext | NULL |
| 1083.0 | Azerbaijan/People | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1085.0 | Azerbaijan/Communications | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 1087.0 | Foreign_relations_of_Azerbaijan | 0.0 | 0.0 | 106467.0 | wikitext | NULL |
| 1088.0 | Azerbaijani_Armed_Forces | 0.0 | 0.0 | 86941.0 | wikitext | NULL |
| 1089.0 | Azerbaijan/Foreign_relations | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 1091.0 | Geography_of_Armenia | 0.0 | 0.0 | 9701.0 | wikitext | NULL |
| 1092.0 | Demographics_of_Armenia | 0.0 | 0.0 | 53608.0 | wikitext | NULL |
| 1093.0 | Politics_of_Armenia | 0.0 | 0.0 | 22632.0 | wikitext | NULL |
| 1094.0 | Economy_of_Armenia | 0.0 | 0.0 | 139777.0 | wikitext | NULL |
| 1096.0 | Transport_in_Armenia | 0.0 | 0.0 | 17734.0 | wikitext | NULL |
| 1097.0 | Armed_Forces_of_Armenia | 0.0 | 0.0 | 65462.0 | wikitext | NULL |
| 1098.0 | Foreign_relations_of_Armenia | 0.0 | 0.0 | 166725.0 | wikitext | NULL |
| 1105.0 | Argentina/Transnational_issues | 1.0 | 0.0 | 138.0 | wikitext | NULL |
| 1108.0 | Argentina/Foreign_relations | 1.0 | 0.0 | 138.0 | wikitext | NULL |
| 1109.0 | Geography_of_American_Samoa | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1110.0 | Demographics_of_American_Samoa | 0.0 | 0.0 | 13354.0 | wikitext | NULL |
| 1111.0 | Politics_of_American_Samoa | 0.0 | 0.0 | 5605.0 | wikitext | NULL |
| 1112.0 | Economy_of_American_Samoa | 0.0 | 0.0 | 6915.0 | wikitext | NULL |
| 1114.0 | Transportation_in_American_Samoa | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1116.0 | American_Samoa/Military | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 1123.0 | Australia/Transnational_issues | 1.0 | 0.0 | 96.0 | wikitext | NULL |
| 1129.0 | August_13 | 0.0 | 0.0 | 47062.0 | wikitext | NULL |
| 1130.0 | Avicenna | 0.0 | 0.0 | 114907.0 | wikitext | NULL |
| 1132.0 | The_Ashes | 0.0 | 0.0 | 92557.0 | wikitext | NULL |
| 1134.0 | Analysis | 0.0 | 0.0 | 21855.0 | wikitext | NULL |
| 1135.0 | Abner_Doubleday | 0.0 | 0.0 | 28685.0 | wikitext | NULL |
| 1136.0 | America's_National_Game | 0.0 | 0.0 | 1519.0 | wikitext | NULL |
| 1140.0 | Amplitude_modulation | 0.0 | 0.0 | 33937.0 | wikitext | NULL |
| 1141.0 | Augustin-Jean_Fresnel | 0.0 | 0.0 | 207403.0 | wikitext | NULL |
| 1143.0 | Abbot | 0.0 | 0.0 | 34498.0 | wikitext | NULL |
| 1144.0 | Ardipithecus | 0.0 | 0.0 | 31777.0 | wikitext | NULL |
| 1146.0 | Assembly_line | 0.0 | 0.0 | 34686.0 | wikitext | NULL |
| 1148.0 | Adelaide | 0.0 | 0.0 | 165131.0 | wikitext | NULL |
| 1151.0 | AK47 | 1.0 | 0.0 | 84.0 | wikitext | NULL |
| 1152.0 | Alan_Garner | 0.0 | 0.0 | 41348.0 | wikitext | NULL |
| 1153.0 | Amhrann_na_bhFiann | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1154.0 | August_2 | 0.0 | 0.0 | 49532.0 | wikitext | NULL |
| 1155.0 | Atlantic_(disambiguation) | 0.0 | 0.0 | 4980.0 | wikitext | NULL |
| 1158.0 | Algebraic_number | 0.0 | 0.0 | 12611.0 | wikitext | NULL |
| 1160.0 | Automorphism | 0.0 | 0.0 | 11771.0 | wikitext | NULL |
| 1162.0 | Accordion | 0.0 | 0.0 | 66013.0 | wikitext | NULL |
| 1164.0 | Artificial_intelligence | 0.0 | 0.0 | 220426.0 | wikitext | NULL |
| 1166.0 | Afro_Celt_Sound_System | 0.0 | 0.0 | 22290.0 | wikitext | NULL |
| 1167.0 | Ancient_philosophy | 0.0 | 0.0 | 29750.0 | wikitext | NULL |
| 1168.0 | Anaximander | 0.0 | 0.0 | 56067.0 | wikitext | NULL |
| 1169.0 | APL | 0.0 | 0.0 | 2536.0 | wikitext | NULL |
| 1170.0 | Architect | 0.0 | 0.0 | 27793.0 | wikitext | NULL |
| 1171.0 | Abbreviation | 0.0 | 0.0 | 32641.0 | wikitext | NULL |
| 1174.0 | Aphrodite | 0.0 | 0.0 | 141174.0 | wikitext | NULL |
| 1175.0 | April_1 | 0.0 | 0.0 | 49325.0 | wikitext | NULL |
| 1176.0 | Antisymmetric_relation | 0.0 | 0.0 | 4327.0 | wikitext | NULL |
| 1177.0 | Aleister_Crowley | 0.0 | 0.0 | 128082.0 | wikitext | NULL |
| 1178.0 | Afterlife | 0.0 | 0.0 | 114450.0 | wikitext | NULL |
| 1181.0 | Astrometry | 0.0 | 0.0 | 18156.0 | wikitext | NULL |
| 1182.0 | Athena | 0.0 | 0.0 | 117909.0 | wikitext | NULL |
| 1183.0 | Amber_Diceless_Roleplaying_Game | 0.0 | 0.0 | 22788.0 | wikitext | NULL |
| 1184.0 | Athene_(disambiguation) | 0.0 | 0.0 | 1038.0 | wikitext | NULL |
| 1186.0 | AphexTwin | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 1187.0 | Alloy | 0.0 | 0.0 | 39789.0 | wikitext | NULL |
| 1189.0 | Articles_of_Faith | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 1190.0 | Alternative_history | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1192.0 | Artistic_revolution | 0.0 | 0.0 | 9302.0 | wikitext | NULL |
| 1193.0 | Agrarianism | 0.0 | 0.0 | 45044.0 | wikitext | NULL |
| 1194.0 | Atomic | 0.0 | 0.0 | 1655.0 | wikitext | NULL |
| 1195.0 | Allotropes | 1.0 | 0.0 | 42.0 | wikitext | NULL |
| 1196.0 | Angle | 0.0 | 0.0 | 50252.0 | wikitext | NULL |
| 1197.0 | Asa | 0.0 | 0.0 | 1718.0 | wikitext | NULL |
| 1198.0 | Acoustics | 0.0 | 0.0 | 38399.0 | wikitext | NULL |
| 1199.0 | Angle_tribe | 1.0 | 0.0 | 20.0 | wikitext | NULL |
| 1200.0 | Atomic_physics | 0.0 | 0.0 | 9168.0 | wikitext | NULL |
| 1201.0 | American_Sign_Language | 0.0 | 0.0 | 66042.0 | wikitext | NULL |
| 1202.0 | Applet | 0.0 | 0.0 | 8698.0 | wikitext | NULL |
| 1203.0 | Alternate_history | 0.0 | 0.0 | 72917.0 | wikitext | NULL |
| 1205.0 | Atomic_orbitals | 1.0 | 0.0 | 79.0 | wikitext | NULL |
| 1206.0 | Atomic_orbital | 0.0 | 0.0 | 83171.0 | wikitext | NULL |
| 1207.0 | Amino_acid | 0.0 | 0.0 | 105700.0 | wikitext | NULL |
| 1208.0 | Alan_Turing | 0.0 | 0.0 | 139444.0 | wikitext | NULL |
| 1209.0 | Area | 0.0 | 0.0 | 45136.0 | wikitext | NULL |
| 1210.0 | Astronomical_unit | 0.0 | 0.0 | 54620.0 | wikitext | NULL |
| 1212.0 | Artist | 0.0 | 0.0 | 7688.0 | wikitext | NULL |
| 1213.0 | Actaeon | 0.0 | 0.0 | 27501.0 | wikitext | NULL |
| 1214.0 | Anglicanism | 0.0 | 0.0 | 144236.0 | wikitext | NULL |
| 1216.0 | Athens | 0.0 | 0.0 | 181240.0 | wikitext | NULL |
| 1217.0 | Anguilla | 0.0 | 0.0 | 60587.0 | wikitext | NULL |
| 1220.0 | Anguilla/Transnational_issues | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1221.0 | Anguilla/Military | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1223.0 | Telecommunications_in_Anguilla | 0.0 | 0.0 | 4827.0 | wikitext | NULL |
| 1227.0 | Ashmore_and_Cartier_Islands | 0.0 | 0.0 | 17896.0 | wikitext | NULL |
| 1228.0 | Ashmore_and_Cartier_Islands/Geography | 1.0 | 0.0 | 118.0 | wikitext | NULL |
| 1229.0 | Ashmore_and_Cartier_Islands/People | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1230.0 | Ashmore_and_Cartier_Islands/Government | 1.0 | 0.0 | 119.0 | wikitext | NULL |
| 1231.0 | Ashmore_and_Cartier_Islands/Transportation | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1232.0 | Ashmore_and_Cartier_Islands/Economy | 1.0 | 0.0 | 130.0 | wikitext | NULL |
| 1233.0 | Ashmore_and_Cartier_Islands/Military | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1234.0 | Acoustic_theory | 0.0 | 0.0 | 11785.0 | wikitext | NULL |
| 1235.0 | Alexander_Mackenzie_(politician) | 0.0 | 0.0 | 31828.0 | wikitext | NULL |
| 1238.0 | Atomic_bomb | 1.0 | 0.0 | 103.0 | wikitext | NULL |
| 1239.0 | Ashoka | 0.0 | 0.0 | 145168.0 | wikitext | NULL |
| 1241.0 | American_(word) | 0.0 | 0.0 | 45428.0 | wikitext | NULL |
| 1242.0 | Ada_(programming_language) | 0.0 | 0.0 | 57549.0 | wikitext | NULL |
| 1245.0 | Alpha_ray | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1246.0 | Alfonso_Aráu | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 1247.0 | Alfonso_Cuarón | 0.0 | 0.0 | 27492.0 | wikitext | NULL |
| 1252.0 | Arianism | 0.0 | 0.0 | 80978.0 | wikitext | NULL |
| 1254.0 | August_1 | 0.0 | 0.0 | 52683.0 | wikitext | NULL |
| 1255.0 | Astronomical_Units | 1.0 | 0.0 | 130.0 | wikitext | NULL |
| 1256.0 | Antoninus_Pius | 0.0 | 0.0 | 71848.0 | wikitext | NULL |
| 1259.0 | August_3 | 0.0 | 0.0 | 42085.0 | wikitext | NULL |
| 1260.0 | Advanced_Encryption_Standard | 0.0 | 0.0 | 48743.0 | wikitext | NULL |
| 1261.0 | April_26 | 0.0 | 0.0 | 46939.0 | wikitext | NULL |
| 1262.0 | Argot | 1.0 | 0.0 | 181.0 | wikitext | NULL |
| 1264.0 | Anisotropy | 0.0 | 0.0 | 20704.0 | wikitext | NULL |
| 1267.0 | Alpha_decay | 0.0 | 0.0 | 18823.0 | wikitext | NULL |
| 1268.0 | AI | 1.0 | 0.0 | 157.0 | wikitext | NULL |
| 1270.0 | Extreme_poverty | 0.0 | 0.0 | 59250.0 | wikitext | NULL |
| 1271.0 | Analytical_Engine | 0.0 | 0.0 | 39177.0 | wikitext | NULL |
| 1273.0 | Augustus | 0.0 | 0.0 | 144918.0 | wikitext | NULL |
| 1274.0 | Geography_of_Antarctica | 0.0 | 0.0 | 22878.0 | wikitext | NULL |
| 1276.0 | Economy_of_Antarctica | 1.0 | 0.0 | 243.0 | wikitext | NULL |
| 1277.0 | Government_of_Antarctica | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1279.0 | Transport_in_Antarctica | 0.0 | 0.0 | 11873.0 | wikitext | NULL |
| 1280.0 | Military_of_Antarctica | 1.0 | 0.0 | 48.0 | wikitext | NULL |
| 1285.0 | Geography_of_Alabama | 0.0 | 0.0 | 15547.0 | wikitext | NULL |
| 1286.0 | List_of_governors_of_Alabama | 0.0 | 0.0 | 60829.0 | wikitext | NULL |
| 1288.0 | Apocrypha | 0.0 | 0.0 | 60465.0 | wikitext | NULL |
| 1290.0 | Antartic_Treaty | 1.0 | 0.0 | 129.0 | wikitext | NULL |
| 1291.0 | Antarctic_Treaty_System | 0.0 | 0.0 | 42723.0 | wikitext | NULL |
| 1292.0 | Algernon_Swinburne | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1293.0 | Alfred_Lawson | 0.0 | 0.0 | 16942.0 | wikitext | NULL |
| 1295.0 | ALCS | 1.0 | 0.0 | 49.0 | wikitext | NULL |
| 1297.0 | Apocrypha/Tanakh | 1.0 | 0.0 | 78.0 | wikitext | NULL |
| 1298.0 | Ames,_Iowa | 0.0 | 0.0 | 55406.0 | wikitext | NULL |
| 1299.0 | Abbadides | 1.0 | 0.0 | 29.0 | wikitext | NULL |
| 1300.0 | Abalone | 0.0 | 0.0 | 63093.0 | wikitext | NULL |
| 1301.0 | Abbess | 0.0 | 0.0 | 13449.0 | wikitext | NULL |
| 1302.0 | Human_abdomen | 1.0 | 0.0 | 90.0 | wikitext | NULL |
| 1303.0 | Abdominal_surgery | 0.0 | 0.0 | 7650.0 | wikitext | NULL |
| 1304.0 | Abduction | 0.0 | 0.0 | 2669.0 | wikitext | NULL |
| 1305.0 | Abensberg | 0.0 | 0.0 | 16290.0 | wikitext | NULL |
| 1306.0 | Arminianism | 0.0 | 0.0 | 82187.0 | wikitext | NULL |
| 1307.0 | The_Alan_Parsons_Project | 0.0 | 0.0 | 21560.0 | wikitext | NULL |
| 1309.0 | Almost_all | 0.0 | 0.0 | 25415.0 | wikitext | NULL |
| 1311.0 | Ada_Byron's_notes_on_the_analytical_engine | 1.0 | 0.0 | 86.0 | wikitext | NULL |
| 1312.0 | Augustine | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1313.0 | Aromatic_compound | 0.0 | 0.0 | 12131.0 | wikitext | NULL |
| 1315.0 | Abbey | 0.0 | 0.0 | 30916.0 | wikitext | NULL |
| 1316.0 | Annales_school | 0.0 | 0.0 | 37725.0 | wikitext | NULL |
| 1317.0 | Antimatter | 0.0 | 0.0 | 74559.0 | wikitext | NULL |
| 1321.0 | Antonio_Gaudi/Sagrada_Familia | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 1322.0 | Casa_Batlló | 0.0 | 0.0 | 23318.0 | wikitext | NULL |
| 1324.0 | Park_Güell | 0.0 | 0.0 | 15495.0 | wikitext | NULL |
| 1325.0 | Casa_Milà | 0.0 | 0.0 | 39346.0 | wikitext | NULL |
| 1327.0 | Antiparticle | 0.0 | 0.0 | 20321.0 | wikitext | NULL |
| 1328.0 | A.D. | 1.0 | 0.0 | 80.0 | wikitext | NULL |
| 1331.0 | Arabian_Prince | 0.0 | 0.0 | 12794.0 | wikitext | NULL |
| 1332.0 | August_7 | 0.0 | 0.0 | 55009.0 | wikitext | NULL |
| 1333.0 | August_8 | 0.0 | 0.0 | 49211.0 | wikitext | NULL |
| 1334.0 | April_16 | 0.0 | 0.0 | 54925.0 | wikitext | NULL |
| 1335.0 | Associative_property | 0.0 | 0.0 | 25928.0 | wikitext | NULL |
| 1336.0 | The_Apache_Software_Foundation | 0.0 | 0.0 | 11890.0 | wikitext | NULL |
| 1338.0 | Americans_with_Disabilities_Act_of_1990 | 0.0 | 0.0 | 89286.0 | wikitext | NULL |
| 1339.0 | Americans_with_Disabilities_Act_of_1990/Findings_and_Purposes | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1340.0 | Americans_with_Disabilities_Act_of_1990/Definitions | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1341.0 | Americans_with_Disabilities_Act_of_1990/Title_III | 1.0 | 0.0 | 73.0 | wikitext | NULL |
| 1342.0 | A.D | 1.0 | 0.0 | 82.0 | wikitext | NULL |
| 1344.0 | Apple_I | 0.0 | 0.0 | 44379.0 | wikitext | NULL |
| 1345.0 | Apache_webserver | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1346.0 | Apatosaurus | 0.0 | 0.0 | 90670.0 | wikitext | NULL |
| 1347.0 | Allosaurus | 0.0 | 0.0 | 121497.0 | wikitext | NULL |
| 1348.0 | AK-47 | 0.0 | 0.0 | 141766.0 | wikitext | NULL |
| 1349.0 | Atanasoff–Berry_computer | 0.0 | 0.0 | 23497.0 | wikitext | NULL |
| 1354.0 | Andes | 0.0 | 0.0 | 54780.0 | wikitext | NULL |
| 1355.0 | Anderida | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1356.0 | Ancylopoda | 0.0 | 0.0 | 2358.0 | wikitext | NULL |
| 1358.0 | Anchor | 0.0 | 0.0 | 52859.0 | wikitext | NULL |
| 1359.0 | Anbar_(town) | 0.0 | 0.0 | 12631.0 | wikitext | NULL |
| 1360.0 | Anazarbus | 0.0 | 0.0 | 17119.0 | wikitext | NULL |
| 1361.0 | Anagram | 0.0 | 0.0 | 33706.0 | wikitext | NULL |
| 1362.0 | Anadyr_(river) | 0.0 | 0.0 | 7337.0 | wikitext | NULL |
| 1363.0 | André-Marie_Ampère | 0.0 | 0.0 | 20216.0 | wikitext | NULL |
| 1365.0 | Ammonia | 0.0 | 0.0 | 148235.0 | wikitext | NULL |
| 1366.0 | Amethyst | 0.0 | 0.0 | 27267.0 | wikitext | NULL |
| 1367.0 | Albertosaurus | 0.0 | 0.0 | 58698.0 | wikitext | NULL |
| 1368.0 | Assembly_language | 0.0 | 0.0 | 90003.0 | wikitext | NULL |
| 1369.0 | Ambrosia | 0.0 | 0.0 | 12915.0 | wikitext | NULL |
| 1370.0 | Ambrose | 0.0 | 0.0 | 103100.0 | wikitext | NULL |
| 1371.0 | Ambracia | 0.0 | 0.0 | 6319.0 | wikitext | NULL |
| 1372.0 | Amber | 0.0 | 0.0 | 59547.0 | wikitext | NULL |
| 1373.0 | Amalaric | 0.0 | 0.0 | 5878.0 | wikitext | NULL |
| 1374.0 | Alphorn | 0.0 | 0.0 | 12956.0 | wikitext | NULL |
| 1376.0 | Army | 0.0 | 0.0 | 30058.0 | wikitext | NULL |
| 1380.0 | Alligatoridae | 0.0 | 0.0 | 20628.0 | wikitext | NULL |
| 1383.0 | Alder | 0.0 | 0.0 | 23813.0 | wikitext | NULL |
| 1384.0 | Amos_Bronson_Alcott | 0.0 | 0.0 | 51959.0 | wikitext | NULL |
| 1386.0 | Arachnophobia | 0.0 | 0.0 | 16131.0 | wikitext | NULL |
| 1387.0 | Alabaster | 0.0 | 0.0 | 31341.0 | wikitext | NULL |
| 1389.0 | Ahab | 0.0 | 0.0 | 16568.0 | wikitext | NULL |
| 1391.0 | ASIC_(disambiguation) | 0.0 | 0.0 | 1189.0 | wikitext | NULL |
| 1392.0 | Dasyproctidae | 0.0 | 0.0 | 4787.0 | wikitext | NULL |
| 1394.0 | Algol | 0.0 | 0.0 | 32666.0 | wikitext | NULL |
| 1395.0 | Amazing_Grace | 0.0 | 0.0 | 64133.0 | wikitext | NULL |
| 1397.0 | AOL | 0.0 | 0.0 | 104064.0 | wikitext | NULL |
| 1399.0 | ADHD | 1.0 | 0.0 | 154.0 | wikitext | NULL |
| 1400.0 | Anno_Domini | 0.0 | 0.0 | 31355.0 | wikitext | NULL |
| 1404.0 | AV | 0.0 | 0.0 | 3210.0 | wikitext | NULL |
| 1406.0 | Amino_group | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 1407.0 | Antony_van_Leeuwenhook | 1.0 | 0.0 | 98.0 | wikitext | NULL |
| 1408.0 | Alcuin | 0.0 | 0.0 | 41674.0 | wikitext | NULL |
| 1409.0 | Angilbert | 0.0 | 0.0 | 7855.0 | wikitext | NULL |
| 1410.0 | Antony_van_Leeuwenhoek | 1.0 | 0.0 | 102.0 | wikitext | NULL |
| 1412.0 | Amine | 0.0 | 0.0 | 32725.0 | wikitext | NULL |
| 1415.0 | Adrian_I | 1.0 | 0.0 | 27.0 | wikitext | NULL |
| 1416.0 | April_29 | 0.0 | 0.0 | 52049.0 | wikitext | NULL |
| 1417.0 | August_14 | 0.0 | 0.0 | 94093.0 | wikitext | NULL |
| 1418.0 | Absolute_zero | 0.0 | 0.0 | 36868.0 | wikitext | NULL |
| 1419.0 | Adiabatic_process | 0.0 | 0.0 | 40636.0 | wikitext | NULL |
| 1422.0 | Amide | 0.0 | 0.0 | 21607.0 | wikitext | NULL |
| 1423.0 | Animism | 0.0 | 0.0 | 68318.0 | wikitext | NULL |
| 1425.0 | Antonio_Vivaldi | 0.0 | 0.0 | 42116.0 | wikitext | NULL |
| 1426.0 | Adrian_II | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1428.0 | Adrian | 0.0 | 0.0 | 45416.0 | wikitext | NULL |
| 1429.0 | Adrian_IV | 1.0 | 0.0 | 28.0 | wikitext | NULL |
| 1433.0 | Aare | 0.0 | 0.0 | 13942.0 | wikitext | NULL |
| 1434.0 | Abgar | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 1435.0 | Abbotsford,_Scottish_Borders | 0.0 | 0.0 | 15773.0 | wikitext | NULL |
| 1436.0 | Abraham | 0.0 | 0.0 | 73358.0 | wikitext | NULL |
| 1437.0 | Abraxas | 0.0 | 0.0 | 46069.0 | wikitext | NULL |
| 1438.0 | Absalom | 0.0 | 0.0 | 32027.0 | wikitext | NULL |
| 1439.0 | Abydos | 0.0 | 0.0 | 534.0 | wikitext | NULL |
| 1440.0 | Abydos,_Egypt | 0.0 | 0.0 | 30139.0 | wikitext | NULL |
| 1441.0 | Abydos_(Hellespont) | 0.0 | 0.0 | 33933.0 | wikitext | NULL |
| 1442.0 | August_15 | 0.0 | 0.0 | 58362.0 | wikitext | NULL |
| 1445.0 | Acacia_sensu_lato | 0.0 | 0.0 | 37833.0 | wikitext | NULL |
| 1446.0 | Acapulco | 0.0 | 0.0 | 93594.0 | wikitext | NULL |
| 1448.0 | August_16 | 0.0 | 0.0 | 51549.0 | wikitext | NULL |
| 1449.0 | Alan_Kay | 0.0 | 0.0 | 23914.0 | wikitext | NULL |
| 1451.0 | APL_(programming_language) | 0.0 | 0.0 | 97258.0 | wikitext | NULL |
| 1453.0 | ALGOL | 0.0 | 0.0 | 37077.0 | wikitext | NULL |
| 1456.0 | AWK | 0.0 | 0.0 | 39479.0 | wikitext | NULL |
| 1457.0 | Alzheimers_disease | 1.0 | 0.0 | 97.0 | wikitext | NULL |
| 1459.0 | Ascorbic_Acid | 1.0 | 0.0 | 75.0 | wikitext | NULL |
| 1460.0 | Asgard | 0.0 | 0.0 | 16979.0 | wikitext | NULL |
| 1461.0 | Apollo_program | 0.0 | 0.0 | 151235.0 | wikitext | NULL |
| 1466.0 | Assault | 0.0 | 0.0 | 47559.0 | wikitext | NULL |
| 1476.0 | Australian_Prime_Ministers | 1.0 | 0.0 | 41.0 | wikitext | NULL |
| 1478.0 | Álfheimr | 0.0 | 0.0 | 2831.0 | wikitext | NULL |
| 1482.0 | Ask_and_Embla | 0.0 | 0.0 | 12669.0 | wikitext | NULL |
| 1484.0 | Alabama_River | 0.0 | 0.0 | 7724.0 | wikitext | NULL |
| 1485.0 | Alain_de_Lille | 0.0 | 0.0 | 15501.0 | wikitext | NULL |
| 1486.0 | Alemanni | 0.0 | 0.0 | 45699.0 | wikitext | NULL |
| 1488.0 | NYSE_American | 0.0 | 0.0 | 28351.0 | wikitext | NULL |
| 1490.0 | August_17 | 0.0 | 0.0 | 50297.0 | wikitext | NULL |
| 1491.0 | August_12 | 0.0 | 0.0 | 49007.0 | wikitext | NULL |
| 1494.0 | Alfred_Russel_Wallace | 0.0 | 0.0 | 116378.0 | wikitext | NULL |
| 1495.0 | Australian_Labor_Party | 0.0 | 0.0 | 97028.0 | wikitext | NULL |
| 1496.0 | August_18 | 0.0 | 0.0 | 46431.0 | wikitext | NULL |
| 1497.0 | August_19 | 0.0 | 0.0 | 52053.0 | wikitext | NULL |
| 1499.0 | August_21 | 0.0 | 0.0 | 42670.0 | wikitext | NULL |
| 1500.0 | Dodo_(Alice's_Adventures_in_Wonderland) | 0.0 | 0.0 | 7678.0 | wikitext | NULL |
| 1501.0 | Lory_(disambiguation) | 0.0 | 0.0 | 773.0 | wikitext | NULL |
| 1502.0 | Eaglet_(Alice's_Adventures_in_Wonderland) | 1.0 | 0.0 | 170.0 | wikitext | NULL |
| 1504.0 | Albert | 0.0 | 0.0 | 3010.0 | wikitext | NULL |
| 1505.0 | Albert_I | 0.0 | 0.0 | 1247.0 | wikitext | NULL |
| 1506.0 | Albert_II | 0.0 | 0.0 | 1483.0 | wikitext | NULL |
| 1507.0 | Albert_III | 0.0 | 0.0 | 653.0 | wikitext | NULL |
| 1508.0 | Albert_Alcibiades,_Margrave_of_Brandenburg-Kulmbach | 0.0 | 0.0 | 6485.0 | wikitext | NULL |
| 1509.0 | Albert_the_Bear | 0.0 | 0.0 | 10108.0 | wikitext | NULL |
| 1511.0 | Albert_I_of_Hapsburg | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1513.0 | Albert_of_Brandenburg | 0.0 | 0.0 | 11903.0 | wikitext | NULL |
| 1514.0 | Albert,_Duke_of_Prussia | 0.0 | 0.0 | 21034.0 | wikitext | NULL |
| 1515.0 | Albert_III,_Elector_of_Saxony | 1.0 | 0.0 | 40.0 | wikitext | NULL |
| 1516.0 | Albert_the_Degenerate | 1.0 | 0.0 | 44.0 | wikitext | NULL |
| 1517.0 | Albert_Of_Aix | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1519.0 | August_25 | 0.0 | 0.0 | 50492.0 | wikitext | NULL |
| 1520.0 | Aachen | 0.0 | 0.0 | 98165.0 | wikitext | NULL |
| 1523.0 | Agate | 0.0 | 0.0 | 18500.0 | wikitext | NULL |
| 1525.0 | Aspirin | 0.0 | 0.0 | 148374.0 | wikitext | NULL |
| 1526.0 | Abner | 0.0 | 0.0 | 19935.0 | wikitext | NULL |
| 1527.0 | Ahmed_I | 0.0 | 0.0 | 30959.0 | wikitext | NULL |
| 1528.0 | Ahmed_II | 0.0 | 0.0 | 11022.0 | wikitext | NULL |
| 1529.0 | Ahmed_III | 0.0 | 0.0 | 36489.0 | wikitext | NULL |
| 1530.0 | Ainu_people | 0.0 | 0.0 | 160302.0 | wikitext | NULL |
| 1533.0 | Aix-la-Chapelle | 1.0 | 0.0 | 81.0 | wikitext | NULL |
| 1535.0 | Acorn_(fruit_of_the_oak_tree) | 1.0 | 0.0 | 19.0 | wikitext | NULL |
| 1536.0 | Acropolis | 0.0 | 0.0 | 14773.0 | wikitext | NULL |
| 1537.0 | Acupuncture | 0.0 | 0.0 | 198975.0 | wikitext | NULL |
| 1538.0 | Adder | 0.0 | 0.0 | 760.0 | wikitext | NULL |
| 1539.0 | Adirondacks | 1.0 | 0.0 | 95.0 | wikitext | NULL |
| 1540.0 | Aeneas | 0.0 | 0.0 | 34834.0 | wikitext | NULL |
| 1541.0 | April_13 | 0.0 | 0.0 | 43196.0 | wikitext | NULL |
| 1542.0 | Amaranth | 0.0 | 0.0 | 49948.0 | wikitext | NULL |
| 1543.0 | Agapanthus_africanus | 0.0 | 0.0 | 7739.0 | wikitext | NULL |
| 1544.0 | Agamemnon | 0.0 | 0.0 | 42460.0 | wikitext | NULL |
| 1545.0 | Aga_Khan_I | 0.0 | 0.0 | 15317.0 | wikitext | NULL |
| 1546.0 | Aga_Khan_III | 0.0 | 0.0 | 32478.0 | wikitext | NULL |
| 1547.0 | Agasias | 0.0 | 0.0 | 391.0 | wikitext | NULL |
| 1548.0 | Alexander_Agassiz | 0.0 | 0.0 | 17766.0 | wikitext | NULL |
| 1549.0 | Agathon | 0.0 | 0.0 | 8125.0 | wikitext | NULL |
| 1550.0 | Agesilaus_II | 0.0 | 0.0 | 42002.0 | wikitext | NULL |
| 1551.0 | Agis | 0.0 | 0.0 | 953.0 | wikitext | NULL |
| 1552.0 | Antonio_Agliardi | 0.0 | 0.0 | 6867.0 | wikitext | NULL |
| 1553.0 | Agnes_of_Merania | 0.0 | 0.0 | 3839.0 | wikitext | NULL |
| 1556.0 | Agrippina_the_Elder | 0.0 | 0.0 | 43683.0 | wikitext | NULL |
| 1557.0 | Agrippina_the_Younger | 0.0 | 0.0 | 44097.0 | wikitext | NULL |
| 1558.0 | American_Chinese_cuisine | 0.0 | 0.0 | 54573.0 | wikitext | NULL |
| 1559.0 | Ahenobarbus | 0.0 | 0.0 | 526.0 | wikitext | NULL |
| 1560.0 | Ahmad_Shah_Durrani | 0.0 | 0.0 | 51488.0 | wikitext | NULL |
| 1561.0 | Aidan_of_Dalriada | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1563.0 | Arthur_Aikin | 0.0 | 0.0 | 5886.0 | wikitext | NULL |
| 1564.0 | Ailanthus | 0.0 | 0.0 | 4778.0 | wikitext | NULL |
| 1565.0 | Aimoin | 0.0 | 0.0 | 2661.0 | wikitext | NULL |
| 1566.0 | Akkadian_Empire | 0.0 | 0.0 | 83572.0 | wikitext | NULL |
| 1567.0 | Ajax_the_Lesser | 0.0 | 0.0 | 15739.0 | wikitext | NULL |
| 1568.0 | Ajax_the_Great | 0.0 | 0.0 | 18066.0 | wikitext | NULL |
| 1569.0 | Ajax | 0.0 | 0.0 | 5793.0 | wikitext | NULL |
| 1570.0 | Alaric_I | 0.0 | 0.0 | 47986.0 | wikitext | NULL |
| 1571.0 | Alaric_II | 0.0 | 0.0 | 9417.0 | wikitext | NULL |
| 1572.0 | Albategnius | 1.0 | 0.0 | 24.0 | wikitext | NULL |
| 1573.0 | Albertus_Magnus | 0.0 | 0.0 | 44055.0 | wikitext | NULL |
| 1575.0 | Alboin | 0.0 | 0.0 | 53199.0 | wikitext | NULL |
| 1576.0 | Afonso_de_Albuquerque | 0.0 | 0.0 | 62412.0 | wikitext | NULL |
| 1577.0 | Alcaeus_of_Mytilene | 0.0 | 0.0 | 29351.0 | wikitext | NULL |
| 1578.0 | Alcamenes | 0.0 | 0.0 | 3848.0 | wikitext | NULL |
| 1579.0 | Alcmene | 0.0 | 0.0 | 13642.0 | wikitext | NULL |
| 1580.0 | Alcidamas | 0.0 | 0.0 | 5568.0 | wikitext | NULL |
| 1581.0 | Aldine_Press | 0.0 | 0.0 | 22393.0 | wikitext | NULL |
| 1583.0 | Ealdred_(archbishop_of_York) | 0.0 | 0.0 | 42133.0 | wikitext | NULL |
| 1585.0 | Alexander_I_of_Epirus | 0.0 | 0.0 | 5238.0 | wikitext | NULL |
| 1586.0 | Alexander_Balas | 0.0 | 0.0 | 21296.0 | wikitext | NULL |
| 1587.0 | Alexander_of_Pherae | 0.0 | 0.0 | 10046.0 | wikitext | NULL |
| 1588.0 | Alexander_II_of_Epirus | 0.0 | 0.0 | 5666.0 | wikitext | NULL |
| 1589.0 | Alexander_Jagiellon | 0.0 | 0.0 | 9403.0 | wikitext | NULL |
| 1592.0 | Alexander_III_of_Russia | 0.0 | 0.0 | 67769.0 | wikitext | NULL |
| 1593.0 | Alexander_I_of_Scotland | 0.0 | 0.0 | 10986.0 | wikitext | NULL |
| 1594.0 | Alexander_II_of_Scotland | 0.0 | 0.0 | 12643.0 | wikitext | NULL |
| 1595.0 | Alexander_I_of_Serbia | 0.0 | 0.0 | 15334.0 | wikitext | NULL |
| 1596.0 | Alexander_III_of_Scotland | 0.0 | 0.0 | 19966.0 | wikitext | NULL |
| 1597.0 | Alexander_of_Greece_(disambiguation) | 0.0 | 0.0 | 444.0 | wikitext | NULL |
| 1599.0 | Alexander_of_Aphrodisias | 0.0 | 0.0 | 23192.0 | wikitext | NULL |
| 1600.0 | Severus_Alexander | 0.0 | 0.0 | 38183.0 | wikitext | NULL |
| 1601.0 | Alexander | 0.0 | 0.0 | 29504.0 | wikitext | NULL |
| 1602.0 | Alexander_I | 0.0 | 0.0 | 1105.0 | wikitext | NULL |
| 1603.0 | Alexander_II | 0.0 | 0.0 | 901.0 | wikitext | NULL |
| 1604.0 | Alexander_III | 0.0 | 0.0 | 948.0 | wikitext | NULL |
| 1605.0 | Alexander_Aetolus | 0.0 | 0.0 | 4109.0 | wikitext | NULL |
| 1606.0 | Alexander_Jannaeus | 0.0 | 0.0 | 19806.0 | wikitext | NULL |
| 1607.0 | Alexander_IV | 0.0 | 0.0 | 367.0 | wikitext | NULL |
| 1608.0 | Alexander_V | 0.0 | 0.0 | 223.0 | wikitext | NULL |
| 1609.0 | Alexander_VI | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1610.0 | Alexander_VII | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1611.0 | Alexander_VIII | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1612.0 | Alexandrists | 0.0 | 0.0 | 1609.0 | wikitext | NULL |
| 1613.0 | Alexios_I_Komnenos | 0.0 | 0.0 | 38469.0 | wikitext | NULL |
| 1614.0 | Alexis_(poet) | 0.0 | 0.0 | 10392.0 | wikitext | NULL |
| 1615.0 | Alexios_II_Komnenos | 0.0 | 0.0 | 9228.0 | wikitext | NULL |
| 1616.0 | Alexios_III_Angelos | 0.0 | 0.0 | 13836.0 | wikitext | NULL |
| 1617.0 | Alexios_V_Doukas | 0.0 | 0.0 | 17897.0 | wikitext | NULL |
| 1620.0 | Alexei_Petrovich,_Tsarevich_of_Russia | 0.0 | 0.0 | 15686.0 | wikitext | NULL |
| 1623.0 | Andrew_Jackson | 0.0 | 0.0 | 179696.0 | wikitext | NULL |
| 1624.0 | Andrew_Johnson | 0.0 | 0.0 | 124793.0 | wikitext | NULL |
| 1625.0 | Aleksandr_Solzhenitsyn | 0.0 | 0.0 | 118674.0 | wikitext | NULL |
| 1626.0 | Aleksandr_Isaevich_Solzhenitsyn | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 1627.0 | Aberdeen | 0.0 | 0.0 | 147083.0 | wikitext | NULL |
| 1628.0 | August_23 | 0.0 | 0.0 | 49176.0 | wikitext | NULL |
| 1629.0 | August_24 | 0.0 | 0.0 | 54501.0 | wikitext | NULL |
| 1633.0 | Antipope | 0.0 | 0.0 | 32370.0 | wikitext | NULL |
| 1634.0 | Aquaculture | 0.0 | 0.0 | 125421.0 | wikitext | NULL |
| 1635.0 | Kolmogorov_complexity | 0.0 | 0.0 | 41353.0 | wikitext | NULL |
| 1636.0 | Antoine_de_Saint-Exupery | 1.0 | 0.0 | 125.0 | wikitext | NULL |
| 1637.0 | Hymn_to_Proserpine | 0.0 | 0.0 | 2710.0 | wikitext | NULL |
| 1638.0 | The_Triumph_of_Time | 0.0 | 0.0 | 1751.0 | wikitext | NULL |
| 1639.0 | April_28 | 0.0 | 0.0 | 42485.0 | wikitext | NULL |
| 1640.0 | Alfred_the_Great | 0.0 | 0.0 | 121065.0 | wikitext | NULL |
| 1641.0 | Alfred_Ernest_Albert | 1.0 | 0.0 | 51.0 | wikitext | NULL |
| 1642.0 | Alessandro_Algardi | 0.0 | 0.0 | 14639.0 | wikitext | NULL |
| 1643.0 | Alger_of_Liège | 0.0 | 0.0 | 3139.0 | wikitext | NULL |
| 1644.0 | Algiers | 0.0 | 0.0 | 70559.0 | wikitext | NULL |
| 1645.0 | Ibn_al-Haytham | 0.0 | 0.0 | 120924.0 | wikitext | NULL |
| 1647.0 | Alessandro_Allori | 0.0 | 0.0 | 9650.0 | wikitext | NULL |
| 1649.0 | Almoravid_dynasty | 0.0 | 0.0 | 83925.0 | wikitext | NULL |
| 1650.0 | Aloe | 0.0 | 0.0 | 21387.0 | wikitext | NULL |
| 1651.0 | Alured_of_Berkeley | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1652.0 | Alyattes | 0.0 | 0.0 | 40930.0 | wikitext | NULL |
| 1653.0 | Age_of_consent | 0.0 | 0.0 | 56722.0 | wikitext | NULL |
| 1654.0 | Alypius_of_Antioch | 0.0 | 0.0 | 1756.0 | wikitext | NULL |
| 1655.0 | Amalasuintha | 0.0 | 0.0 | 11115.0 | wikitext | NULL |
| 1656.0 | Amalric_of_Bena | 0.0 | 0.0 | 6659.0 | wikitext | NULL |
| 1657.0 | Afonso_I_of_Portugal | 0.0 | 0.0 | 32525.0 | wikitext | NULL |
| 1658.0 | Afonso_II_of_Portugal | 0.0 | 0.0 | 9807.0 | wikitext | NULL |
| 1659.0 | Afonso_III_of_Portugal | 0.0 | 0.0 | 12744.0 | wikitext | NULL |
| 1660.0 | Afonso_IV_of_Portugal | 0.0 | 0.0 | 14233.0 | wikitext | NULL |
| 1661.0 | Afonso_V_of_Portugal | 0.0 | 0.0 | 19540.0 | wikitext | NULL |
| 1662.0 | Afonso_VI_of_Portugal | 0.0 | 0.0 | 8372.0 | wikitext | NULL |
| 1663.0 | Alphonso_I_of_Spain | 0.0 | 0.0 | 539.0 | wikitext | NULL |
| 1664.0 | Alfonso_II_of_Asturias | 0.0 | 0.0 | 5949.0 | wikitext | NULL |
| 1669.0 | Amarasimha | 0.0 | 0.0 | 3546.0 | wikitext | NULL |
| 1672.0 | Alphonso_VIII_of_Spain | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1673.0 | Alfonso_IX_of_Spain | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1676.0 | Alfonso_XII | 0.0 | 0.0 | 27559.0 | wikitext | NULL |
| 1677.0 | Alfonso_XIII | 0.0 | 0.0 | 67834.0 | wikitext | NULL |
| 1678.0 | Alphonsus_a_Sancta_Maria | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1679.0 | Alfonso_the_Battler | 0.0 | 0.0 | 27719.0 | wikitext | NULL |
| 1680.0 | Amaryllis | 0.0 | 0.0 | 17681.0 | wikitext | NULL |
| 1682.0 | Amasis_I | 1.0 | 0.0 | 22.0 | wikitext | NULL |
| 1683.0 | Alfonso_III_of_Aragon | 0.0 | 0.0 | 5951.0 | wikitext | NULL |
| 1684.0 | Alfonso_IV_of_Aragon | 0.0 | 0.0 | 9985.0 | wikitext | NULL |
| 1685.0 | Amasis_II | 0.0 | 0.0 | 17642.0 | wikitext | NULL |
| 1686.0 | Alfonso_V_of_Aragon | 0.0 | 0.0 | 22331.0 | wikitext | NULL |
| 1687.0 | Amathus | 0.0 | 0.0 | 17228.0 | wikitext | NULL |
| 1688.0 | Alphons | 0.0 | 0.0 | 11520.0 | wikitext | NULL |
| 1689.0 | Alfonso_I | 0.0 | 0.0 | 620.0 | wikitext | NULL |
| 1690.0 | Amati | 0.0 | 0.0 | 9132.0 | wikitext | NULL |
| 1691.0 | Alfonso_II | 0.0 | 0.0 | 504.0 | wikitext | NULL |
| 1692.0 | Alfonso_III | 0.0 | 0.0 | 320.0 | wikitext | NULL |
| 1694.0 | Alfonso_IV | 0.0 | 0.0 | 232.0 | wikitext | NULL |
| 1695.0 | Amazons | 0.0 | 0.0 | 72183.0 | wikitext | NULL |
| 1696.0 | Alfonso_V | 0.0 | 0.0 | 200.0 | wikitext | NULL |
| 1697.0 | Ambergris | 0.0 | 0.0 | 20295.0 | wikitext | NULL |
| 1698.0 | Ambiorix | 0.0 | 0.0 | 11792.0 | wikitext | NULL |
| 1699.0 | Alfonso_VI | 1.0 | 0.0 | 128.0 | wikitext | NULL |
| 1700.0 | August_Wilhelm_Ambros | 0.0 | 0.0 | 3510.0 | wikitext | NULL |
| 1701.0 | Amazon_River | 0.0 | 0.0 | 101421.0 | wikitext | NULL |
| 1702.0 | Alfred_of_Beverley | 0.0 | 0.0 | 3400.0 | wikitext | NULL |
| 1703.0 | Alphonso_VII | 1.0 | 0.0 | 46.0 | wikitext | NULL |
| 1704.0 | Alphonso_VIII | 1.0 | 0.0 | 37.0 | wikitext | NULL |
| 1705.0 | Alphonso_IX | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1706.0 | Alphonso_X | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1707.0 | Alphonso_XI | 1.0 | 0.0 | 35.0 | wikitext | NULL |
| 1708.0 | Alphonso_XII | 1.0 | 0.0 | 25.0 | wikitext | NULL |
| 1709.0 | Alphonso_XIII | 1.0 | 0.0 | 26.0 | wikitext | NULL |
| 1710.0 | April_22 | 0.0 | 0.0 | 35182.0 | wikitext | NULL |
| 1711.0 | August_31 | 0.0 | 0.0 | 45180.0 | wikitext | NULL |
| 1714.0 | Autpert_Ambrose | 0.0 | 0.0 | 1669.0 | wikitext | NULL |
| 1715.0 | Abu_Bakr | 0.0 | 0.0 | 70130.0 | wikitext | NULL |
| 1716.0 | Ambrose_Traversari | 0.0 | 0.0 | 8920.0 | wikitext | NULL |
| 1717.0 | Ambrosians | 0.0 | 0.0 | 7217.0 | wikitext | NULL |
| 1718.0 | Ambrosiaster | 0.0 | 0.0 | 12639.0 | wikitext | NULL |
| 1719.0 | Ambrosius_Aurelianus | 0.0 | 0.0 | 47081.0 | wikitext | NULL |
| 1722.0 | Ammon | 0.0 | 0.0 | 28089.0 | wikitext | NULL |
| 1723.0 | Ammonius_Hermiae | 0.0 | 0.0 | 10918.0 | wikitext | NULL |
| 1724.0 | Ammonius_Saccas | 0.0 | 0.0 | 19454.0 | wikitext | NULL |
| 1726.0 | Book_of_Amos | 0.0 | 0.0 | 14545.0 | wikitext | NULL |
| 1727.0 | Amphipolis | 0.0 | 0.0 | 25676.0 | wikitext | NULL |
| 1728.0 | Amram | 0.0 | 0.0 | 10144.0 | wikitext | NULL |
| 1729.0 | Amyntas_I_of_Macedon | 0.0 | 0.0 | 5010.0 | wikitext | NULL |
| 1730.0 | Amyntas_III_of_Macedon | 0.0 | 0.0 | 8817.0 | wikitext | NULL |
| 1732.0 | Anacharsis | 0.0 | 0.0 | 10183.0 | wikitext | NULL |
| 1733.0 | Anacreon_(poet) | 1.0 | 0.0 | 22.0 | wikitext | NULL |
| 1734.0 | Anah | 0.0 | 0.0 | 16082.0 | wikitext | NULL |
| 1735.0 | Ānanda | 0.0 | 0.0 | 126619.0 | wikitext | NULL |
| 1737.0 | Anaxagoras | 0.0 | 0.0 | 25323.0 | wikitext | NULL |
| 1738.0 | Anaxarchus | 0.0 | 0.0 | 4932.0 | wikitext | NULL |
| 1740.0 | Ancyra_(planthopper) | 0.0 | 0.0 | 3357.0 | wikitext | NULL |
| 1742.0 | Anastasius_I | 0.0 | 0.0 | 271.0 | wikitext | NULL |
| 1743.0 | Anastasius_II | 0.0 | 0.0 | 271.0 | wikitext | NULL |
| 1744.0 | Anastasius_III | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1745.0 | Anastasius_IV | 1.0 | 0.0 | 32.0 | wikitext | NULL |
| 1746.0 | Anaximenes_of_Lampsacus | 0.0 | 0.0 | 9465.0 | wikitext | NULL |
| 1747.0 | Anastasius | 0.0 | 0.0 | 4795.0 | wikitext | NULL |
| 1748.0 | Anaximenes_of_Miletus | 0.0 | 0.0 | 24822.0 | wikitext | NULL |
| 1749.0 | Ancus_Marcius | 0.0 | 0.0 | 12201.0 | wikitext | NULL |
| 1750.0 | Andaman_Islands | 0.0 | 0.0 | 51900.0 | wikitext | NULL |
| 1751.0 | Alexander_Anderson_(mathematician) | 0.0 | 0.0 | 6103.0 | wikitext | NULL |
| 1752.0 | Andocides | 0.0 | 0.0 | 12142.0 | wikitext | NULL |
| 1754.0 | Andrea_Andreani | 0.0 | 0.0 | 7733.0 | wikitext | NULL |
| 1755.0 | Andrew_II_of_Hungary | 0.0 | 0.0 | 60429.0 | wikitext | NULL |
| 1756.0 | An_Enquiry_Concerning_Human_Understanding | 0.0 | 0.0 | 24073.0 | wikitext | NULL |
| 1758.0 | André_de_Longjumeau | 0.0 | 0.0 | 8241.0 | wikitext | NULL |
| 1759.0 | Andriscus | 0.0 | 0.0 | 25446.0 | wikitext | NULL |
| 1760.0 | Andronikos_III_Palaiologos | 0.0 | 0.0 | 15960.0 | wikitext | NULL |
| 1761.0 | Andronikos_II_Palaiologos | 0.0 | 0.0 | 21319.0 | wikitext | NULL |
| 1762.0 | Andronikos_I_Komnenos | 0.0 | 0.0 | 26966.0 | wikitext | NULL |
| 1763.0 | Andronicus_of_Cyrrhus | 0.0 | 0.0 | 2105.0 | wikitext | NULL |
| 1764.0 | Andronicus_of_Rhodes | 0.0 | 0.0 | 3687.0 | wikitext | NULL |
| 1765.0 | Andronicus | 0.0 | 0.0 | 2282.0 | wikitext | NULL |
| 1766.0 | Asteroid_Belt | 1.0 | 0.0 | 92.0 | wikitext | NULL |
| 1767.0 | Ammianus_Marcellinus | 0.0 | 0.0 | 22026.0 | wikitext | NULL |
| 1768.0 | ALICE | 1.0 | 0.0 | 171.0 | wikitext | NULL |
| 1769.0 | An_Enquiry_Concerning_Human_Understanding/Text | 1.0 | 0.0 | 55.0 | wikitext | NULL |
| 1770.0 | Apollo_13 | 0.0 | 0.0 | 116154.0 | wikitext | NULL |
| 1771.0 | Apollo_Program | 1.0 | 0.0 | 93.0 | wikitext | NULL |
| 1772.0 | Arthritus | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1773.0 | Apollo_7 | 0.0 | 0.0 | 59737.0 | wikitext | NULL |
| 1774.0 | Apollo_9 | 0.0 | 0.0 | 59547.0 | wikitext | NULL |
| 1775.0 | Applied_discrete_math | 1.0 | 0.0 | 34.0 | wikitext | NULL |
| 1776.0 | Arthritis | 0.0 | 0.0 | 60256.0 | wikitext | NULL |
| 1777.0 | April_2 | 0.0 | 0.0 | 50691.0 | wikitext | NULL |
| 1778.0 | Acetylene | 0.0 | 0.0 | 43280.0 | wikitext | NULL |
| 1779.0 | Alfred | 0.0 | 0.0 | 1890.0 | wikitext | NULL |
| 1781.0 | August_28 | 0.0 | 0.0 | 46125.0 | wikitext | NULL |
| 1786.0 | Arabic_numerals | 0.0 | 0.0 | 31303.0 | wikitext | NULL |
| 1787.0 | April_9 | 0.0 | 0.0 | 55129.0 | wikitext | NULL |
| 1788.0 | ABM | 0.0 | 0.0 | 1563.0 | wikitext | NULL |
| 1789.0 | Apuleius | 0.0 | 0.0 | 21943.0 | wikitext | NULL |
| 1790.0 | Alexander_Selkirk | 0.0 | 0.0 | 30796.0 | wikitext | NULL |
| 1791.0 | Anti-ballistic_missile | 0.0 | 0.0 | 88548.0 | wikitext | NULL |
| 1793.0 | August_29 | 0.0 | 0.0 | 47528.0 | wikitext | NULL |
| 1794.0 | August_30 | 0.0 | 0.0 | 44669.0 | wikitext | NULL |
| 1797.0 | Acre | 0.0 | 0.0 | 35055.0 | wikitext | NULL |
| 1799.0 | ATP | 0.0 | 0.0 | 2186.0 | wikitext | NULL |
| 1800.0 | Adenosine_triphosphate | 0.0 | 0.0 | 44099.0 | wikitext | NULL |
| 1802.0 | Ægir | 0.0 | 0.0 | 19706.0 | wikitext | NULL |
| 1805.0 | Antibiotic | 0.0 | 0.0 | 142427.0 | wikitext | NULL |
| 1806.0 | Arnold_Schwarzenegger | 0.0 | 0.0 | 225011.0 | wikitext | NULL |
| 1807.0 | ASA | 0.0 | 0.0 | 4995.0 | wikitext | NULL |
| 1809.0 | Aquinas | 1.0 | 0.0 | 99.0 | wikitext | NULL |
| 1810.0 | Actium | 0.0 | 0.0 | 3562.0 | wikitext | NULL |
| 1811.0 | Amide_hydrolysis | 1.0 | 0.0 | 68.0 | wikitext | NULL |
| 1812.0 | Amway | 0.0 | 0.0 | 106066.0 | wikitext | NULL |
| 1814.0 | Adam_Smith | 0.0 | 0.0 | 107560.0 | wikitext | NULL |
| 1821.0 | Antoine_Laurent_Lavoisier | 1.0 | 0.0 | 85.0 | wikitext | NULL |
| 1822.0 | Antoine_Lavoisier | 0.0 | 0.0 | 75434.0 | wikitext | NULL |
| 1824.0 | A_roll | 1.0 | 0.0 | 21.0 | wikitext | NULL |
| 1825.0 | Hermann_Kolbe | 0.0 | 0.0 | 16697.0 | wikitext | NULL |
| 1826.0 | April_18 | 0.0 | 0.0 | 33597.0 | wikitext | NULL |
| 1827.0 | April_23 | 0.0 | 0.0 | 46616.0 | wikitext | NULL |
| 1828.0 | Amitabh_Bachchan | 0.0 | 0.0 | 127861.0 | wikitext | NULL |
| 1830.0 | Air_Pollution | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1831.0 | Antarctic-Environmental_Protocol | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1832.0 | Allomorph | 0.0 | 0.0 | 8722.0 | wikitext | NULL |
| 1833.0 | American_bias | 1.0 | 0.0 | 27.0 | wikitext | NULL |
| 1834.0 | Allophone | 0.0 | 0.0 | 24419.0 | wikitext | NULL |
| 1835.0 | Affix | 0.0 | 0.0 | 11897.0 | wikitext | NULL |
| 1837.0 | Allegory | 0.0 | 0.0 | 28072.0 | wikitext | NULL |
| 1838.0 | Amazon_river | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1839.0 | Allotropy | 0.0 | 0.0 | 23378.0 | wikitext | NULL |
| 1840.0 | Agathocles_of_Syracuse | 0.0 | 0.0 | 14651.0 | wikitext | NULL |
| 1841.0 | Economy_of_Alberta | 0.0 | 0.0 | 96497.0 | wikitext | NULL |
| 1842.0 | Augustin-Louis_Cauchy | 0.0 | 0.0 | 42923.0 | wikitext | NULL |
| 1844.0 | Archimedes | 0.0 | 0.0 | 99429.0 | wikitext | NULL |
| 1845.0 | Alternative_medicine | 0.0 | 0.0 | 202195.0 | wikitext | NULL |
| 1847.0 | Archimedean_solid | 0.0 | 0.0 | 26171.0 | wikitext | NULL |
| 1851.0 | Antiprism | 0.0 | 0.0 | 18676.0 | wikitext | NULL |
| 1852.0 | Ancient_Greeks | 1.0 | 0.0 | 91.0 | wikitext | NULL |
| 1853.0 | Natural_history_of_Africa | 0.0 | 0.0 | 7885.0 | wikitext | NULL |
| 1854.0 | Geography_of_Africa | 0.0 | 0.0 | 37335.0 | wikitext | NULL |
| 1855.0 | Africa/History | 1.0 | 0.0 | 31.0 | wikitext | NULL |
| 1857.0 | Approval_voting | 0.0 | 0.0 | 67712.0 | wikitext | NULL |
| 1858.0 | Aromatic_hydrocarbon | 1.0 | 0.0 | 183.0 | wikitext | NULL |
| 1859.0 | Arizona_State_University | 0.0 | 0.0 | 190519.0 | wikitext | NULL |
| 1862.0 | April_14 | 0.0 | 0.0 | 60593.0 | wikitext | NULL |
| 1864.0 | Astoria,_Oregon | 0.0 | 0.0 | 71881.0 | wikitext | NULL |
| 1866.0 | Alarums_and_Excursions | 0.0 | 0.0 | 8592.0 | wikitext | NULL |
| 1869.0 | Alfred_Jarry | 0.0 | 0.0 | 18108.0 | wikitext | NULL |
| 1870.0 | Amalric | 0.0 | 0.0 | 3036.0 | wikitext | NULL |
| 1871.0 | Amalric_of_Jerusalem | 0.0 | 0.0 | 18148.0 | wikitext | NULL |
| 1872.0 | Aimery_of_Cyprus | 0.0 | 0.0 | 30136.0 | wikitext | NULL |
| 1873.0 | Anthemius_of_Tralles | 0.0 | 0.0 | 5750.0 | wikitext | NULL |
| 1874.0 | Absalon | 0.0 | 0.0 | 16050.0 | wikitext | NULL |
| 1875.0 | Adhemar_of_Le_Puy | 0.0 | 0.0 | 10074.0 | wikitext | NULL |
| 1876.0 | Adhemar_de_Chabannes | 1.0 | 0.0 | 103.0 | wikitext | NULL |
| 1877.0 | Albigenses | 1.0 | 0.0 | 23.0 | wikitext | NULL |
| 1878.0 | Alphonse,_Count_of_Poitiers | 0.0 | 0.0 | 9075.0 | wikitext | NULL |
| 1879.0 | Alfonso_Jordan | 0.0 | 0.0 | 9688.0 | wikitext | NULL |
| 1880.0 | Ambroise | 0.0 | 0.0 | 3356.0 | wikitext | NULL |
| 1881.0 | Art_Deco | 0.0 | 0.0 | 148950.0 | wikitext | NULL |
| 1884.0 | ASCII_art | 0.0 | 0.0 | 53155.0 | wikitext | NULL |
| 1885.0 | Autoerotic_asphyxiation | 1.0 | 0.0 | 33.0 | wikitext | NULL |
| 1887.0 | Alexius | 0.0 | 0.0 | 2739.0 | wikitext | NULL |
| 1889.0 | Ban_on_assault_rifles | 1.0 | 0.0 | 74.0 | wikitext | NULL |
| 1890.0 | American_English | 0.0 | 0.0 | 78621.0 | wikitext | NULL |
| 1893.0 | Albert_Spalding | 0.0 | 0.0 | 22801.0 | wikitext | NULL |
| 1894.0 | Africa_Alphabet | 0.0 | 0.0 | 3512.0 | wikitext | NULL |
| 1896.0 | Acquire | 0.0 | 0.0 | 8701.0 | wikitext | NULL |
| 1897.0 | Australian_English | 0.0 | 0.0 | 70859.0 | wikitext | NULL |
| 1902.0 | American_Airlines_Flight_77 | 0.0 | 0.0 | 85249.0 | wikitext | NULL |
| 1903.0 | American_Airlines_flight_77 | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1904.0 | American_Airlines_flight_11 | 1.0 | 0.0 | 106.0 | wikitext | NULL |
| 1905.0 | Ambush | 0.0 | 0.0 | 16289.0 | wikitext | NULL |
| 1906.0 | Astronomical_aberration | 1.0 | 0.0 | 36.0 | wikitext | NULL |
| 1908.0 | Abzyme | 0.0 | 0.0 | 6959.0 | wikitext | NULL |
| 1909.0 | Adaptive_radiation | 0.0 | 0.0 | 37579.0 | wikitext | NULL |
| 1910.0 | Agarose_gel_electrophoresis | 0.0 | 0.0 | 34925.0 | wikitext | NULL |
| 1911.0 | Allele | 0.0 | 0.0 | 16991.0 | wikitext | NULL |
| 1912.0 | Ampicillin | 0.0 | 0.0 | 35148.0 | wikitext | NULL |
| 1913.0 | Annealing | 0.0 | 0.0 | 460.0 | wikitext | NULL |
| 1914.0 | Antimicrobial_resistance | 0.0 | 0.0 | 150266.0 | wikitext | NULL |
| 1915.0 | Antigen | 0.0 | 0.0 | 19203.0 | wikitext | NULL |
| 1916.0 | Autosome | 0.0 | 0.0 | 11003.0 | wikitext | NULL |
| 1919.0 | Antwerp_(disambiguation) | 0.0 | 0.0 | 651.0 | wikitext | NULL |
| 1920.0 | Aquila | 0.0 | 0.0 | 3896.0 | wikitext | NULL |
| 1921.0 | Al-Qaeda | 0.0 | 0.0 | 284997.0 | wikitext | NULL |
| 1923.0 | Alessandro_Volta | 0.0 | 0.0 | 26430.0 | wikitext | NULL |
| 1924.0 | Argo_Navis | 0.0 | 0.0 | 13465.0 | wikitext | NULL |
| 1925.0 | Andromeda_(mythology) | 0.0 | 0.0 | 43392.0 | wikitext | NULL |
| 1926.0 | Antlia | 0.0 | 0.0 | 32732.0 | wikitext | NULL |
| 1927.0 | Ara_(constellation) | 0.0 | 0.0 | 29562.0 | wikitext | NULL |
| 1928.0 | Auriga | 0.0 | 0.0 | 754.0 | wikitext | NULL |
| 1930.0 | Arkansas | 0.0 | 0.0 | 153605.0 | wikitext | NULL |
| 1931.0 | Atmosphere_(disambiguation) | 0.0 | 0.0 | 2260.0 | wikitext | NULL |
| 1933.0 | Apus | 0.0 | 0.0 | 28135.0 | wikitext | NULL |
| 1934.0 | Abadan,_Iran | 0.0 | 0.0 | 36915.0 | wikitext | NULL |
| 1935.0 | Attorney | 0.0 | 0.0 | 508.0 | wikitext | NULL |
| 1936.0 | Astronomical_Unit | 1.0 | 0.0 | 96.0 | wikitext | NULL |
| 1937.0 | Alexander_Fleming | 0.0 | 0.0 | 69600.0 | wikitext | NULL |
| 1938.0 | Andrew_Carnegie | 0.0 | 0.0 | 113066.0 | wikitext | NULL |
| 1939.0 | Approximant | 0.0 | 0.0 | 27181.0 | wikitext | NULL |
| 1940.0 | Astronomer_Royal | 0.0 | 0.0 | 7100.0 | wikitext | NULL |
| 1941.0 | Aeon | 0.0 | 0.0 | 7544.0 | wikitext | NULL |
| 1942.0 | Airline | 0.0 | 0.0 | 102615.0 | wikitext | NULL |
| 1943.0 | Australian_Democrats | 0.0 | 0.0 | 58049.0 | wikitext | NULL |
| 1944.0 | Australian_Capital_Territory | 0.0 | 0.0 | 106817.0 | wikitext | NULL |
| 1946.0 | Unit_of_alcohol | 0.0 | 0.0 | 20027.0 | wikitext | NULL |
| 1947.0 | Aotus | 0.0 | 0.0 | 506.0 | wikitext | NULL |
SELECT * FROM enwiki_pagelinks
| pl_from | pl_title |
|---|---|
| 586.0 | ! |
| 4748.0 | ! |
| 9773.0 | ! |
| 15019.0 | ! |
| 15154.0 | ! |
| 25213.0 | ! |
| 73634.0 | ! |
| 193891.0 | ! |
| 410443.0 | ! |
| 533706.0 | ! |
| 709621.0 | ! |
| 1009486.0 | ! |
| 1028188.0 | ! |
| 1497620.0 | ! |
| 2176354.0 | ! |
| 2875276.0 | ! |
| 2988645.0 | ! |
| 2997032.0 | ! |
| 5583438.0 | ! |
| 7712754.0 | ! |
| 8014193.0 | ! |
| 9969569.0 | ! |
| 1.1646457e7 | ! |
| 2.0481393e7 | ! |
| 2.3738382e7 | ! |
| 2.3752827e7 | ! |
| 3.3983238e7 | ! |
| 3.5557493e7 | ! |
| 3.5678765e7 | ! |
| 3.6502793e7 | ! |
| 3.6502908e7 | ! |
| 3.6718267e7 | ! |
| 3.6727183e7 | ! |
| 3.9243558e7 | ! |
| 4.9729654e7 | ! |
| 4.9785516e7 | ! |
| 5.2386027e7 | ! |
| 5.3292599e7 | ! |
| 5.3299882e7 | ! |
| 5.4882724e7 | ! |
| 5.6493039e7 | ! |
| 5.6530611e7 | ! |
| 5.8602386e7 | ! |
| 6.4296319e7 | ! |
| 6.4296679e7 | ! |
| 6.4298324e7 | ! |
| 6.4303526e7 | ! |
| 6.4304487e7 | ! |
| 6.4304859e7 | ! |
| 6.4306528e7 | ! |
| 6.4317073e7 | ! |
| 6.5250805e7 | ! |
| 6.7807842e7 | ! |
| 6.9085407e7 | ! |
| 3122689.0 | !! |
| 3.6372278e7 | !! |
| 3.7523807e7 | !! |
| 6.4970549e7 | !! |
| 6.9838477e7 | !! |
| 29631.0 | !!! |
| 156725.0 | !!! |
| 160813.0 | !!! |
| 249465.0 | !!! |
| 489290.0 | !!! |
| 672928.0 | !!! |
| 870667.0 | !!! |
| 892349.0 | !!! |
| 901827.0 | !!! |
| 929155.0 | !!! |
| 1187358.0 | !!! |
| 1327495.0 | !!! |
| 1383670.0 | !!! |
| 1422621.0 | !!! |
| 1446971.0 | !!! |
| 1562008.0 | !!! |
| 1803975.0 | !!! |
| 1841347.0 | !!! |
| 1864793.0 | !!! |
| 2061699.0 | !!! |
| 2064029.0 | !!! |
| 2499584.0 | !!! |
| 2521006.0 | !!! |
| 2529102.0 | !!! |
| 2556962.0 | !!! |
| 2574560.0 | !!! |
| 2650393.0 | !!! |
| 2661940.0 | !!! |
| 3017040.0 | !!! |
| 3088530.0 | !!! |
| 3140017.0 | !!! |
| 3175585.0 | !!! |
| 3259409.0 | !!! |
| 3346915.0 | !!! |
| 3682260.0 | !!! |
| 3710182.0 | !!! |
| 3768982.0 | !!! |
| 3795068.0 | !!! |
| 3892398.0 | !!! |
| 4228780.0 | !!! |
| 4230986.0 | !!! |
| 4325400.0 | !!! |
| 4423918.0 | !!! |
| 4639959.0 | !!! |
| 4651779.0 | !!! |
| 4833246.0 | !!! |
| 5107684.0 | !!! |
| 5170915.0 | !!! |
| 5217991.0 | !!! |
| 5376913.0 | !!! |
| 5376970.0 | !!! |
| 5520551.0 | !!! |
| 5601992.0 | !!! |
| 5682659.0 | !!! |
| 5731714.0 | !!! |
| 5778215.0 | !!! |
| 6121002.0 | !!! |
| 6503693.0 | !!! |
| 6759788.0 | !!! |
| 6775048.0 | !!! |
| 7007982.0 | !!! |
| 7712754.0 | !!! |
| 8408135.0 | !!! |
| 8526330.0 | !!! |
| 8641726.0 | !!! |
| 8826071.0 | !!! |
| 8827555.0 | !!! |
| 8995368.0 | !!! |
| 8996838.0 | !!! |
| 9122789.0 | !!! |
| 9379703.0 | !!! |
| 9430578.0 | !!! |
| 1.0065458e7 | !!! |
| 1.0445239e7 | !!! |
| 1.072866e7 | !!! |
| 1.1392087e7 | !!! |
| 1.1487589e7 | !!! |
| 1.1650703e7 | !!! |
| 1.1876529e7 | !!! |
| 1.1892025e7 | !!! |
| 1.2022833e7 | !!! |
| 1.2034059e7 | !!! |
| 1.2285819e7 | !!! |
| 1.2493136e7 | !!! |
| 1.2723219e7 | !!! |
| 1.4172091e7 | !!! |
| 1.4919682e7 | !!! |
| 1.5090486e7 | !!! |
| 1.5304347e7 | !!! |
| 1.5859335e7 | !!! |
| 1.5890347e7 | !!! |
| 1.5954434e7 | !!! |
| 1.595458e7 | !!! |
| 1.6229931e7 | !!! |
| 1.6255431e7 | !!! |
| 1.6512875e7 | !!! |
| 1.6778941e7 | !!! |
| 1.7103326e7 | !!! |
| 1.7420068e7 | !!! |
| 1.8003176e7 | !!! |
| 1.8390192e7 | !!! |
| 1.8619515e7 | !!! |
| 1.8636003e7 | !!! |
| 1.8636054e7 | !!! |
| 1.8636092e7 | !!! |
| 1.8696414e7 | !!! |
| 1.8737189e7 | !!! |
| 1.9066899e7 | !!! |
| 2.0086687e7 | !!! |
| 2.0300047e7 | !!! |
| 2.0716056e7 | !!! |
| 2.1154965e7 | !!! |
| 2.1407209e7 | !!! |
| 2.145896e7 | !!! |
| 2.2315047e7 | !!! |
| 2.231548e7 | !!! |
| 2.2315646e7 | !!! |
| 2.2633081e7 | !!! |
| 2.3959807e7 | !!! |
| 2.4415283e7 | !!! |
| 2.4908254e7 | !!! |
| 2.498476e7 | !!! |
| 2.5014178e7 | !!! |
| 2.511837e7 | !!! |
| 2.5374304e7 | !!! |
| 2.545695e7 | !!! |
| 2.6123781e7 | !!! |
| 2.6165239e7 | !!! |
| 2.6780719e7 | !!! |
| 2.7379556e7 | !!! |
| 2.7473711e7 | !!! |
| 2.8165414e7 | !!! |
| 2.8674277e7 | !!! |
| 2.9186098e7 | !!! |
| 2.961224e7 | !!! |
| 3.0986944e7 | !!! |
| 3.1723723e7 | !!! |
| 3.1724092e7 | !!! |
| 3.202114e7 | !!! |
| 3.2186212e7 | !!! |
| 3.2619765e7 | !!! |
| 3.2641102e7 | !!! |
| 3.4552784e7 | !!! |
| 3.567167e7 | !!! |
| 3.6697766e7 | !!! |
| 3.6761353e7 | !!! |
| 3.696597e7 | !!! |
| 3.7362323e7 | !!! |
| 3.7630071e7 | !!! |
| 3.7923211e7 | !!! |
| 3.8406427e7 | !!! |
| 3.8806848e7 | !!! |
| 3.9012088e7 | !!! |
| 3.9176924e7 | !!! |
| 3.9256216e7 | !!! |
| 3.9401265e7 | !!! |
| 3.9531543e7 | !!! |
| 3.977729e7 | !!! |
| 3.9777297e7 | !!! |
| 4.0022038e7 | !!! |
| 4.1342025e7 | !!! |
| 4.2536918e7 | !!! |
| 4.2707174e7 | !!! |
| 4.3394637e7 | !!! |
| 4.4266185e7 | !!! |
| 4.678769e7 | !!! |
| 4.7607988e7 | !!! |
| 4.8248953e7 | !!! |
| 4.8293807e7 | !!! |
| 4.8552162e7 | !!! |
| 4.855237e7 | !!! |
| 4.8560521e7 | !!! |
| 4.8566356e7 | !!! |
| 4.8689499e7 | !!! |
| 4.868958e7 | !!! |
| 4.8933914e7 | !!! |
| 4.9315716e7 | !!! |
| 4.9406756e7 | !!! |
| 4.9407234e7 | !!! |
| 4.9407404e7 | !!! |
| 4.981616e7 | !!! |
| 5.0574403e7 | !!! |
| 5.0891665e7 | !!! |
| 5.1361206e7 | !!! |
| 5.1844288e7 | !!! |
| 5.2158729e7 | !!! |
| 5.2346864e7 | !!! |
| 5.2819334e7 | !!! |
| 5.307149e7 | !!! |
| 5.3610624e7 | !!! |
| 5.4079834e7 | !!! |
| 5.4878882e7 | !!! |
| 5.5029148e7 | !!! |
| 5.506693e7 | !!! |
| 5.6943199e7 | !!! |
| 5.7507041e7 | !!! |
| 5.8113181e7 | !!! |
| 5.9827819e7 | !!! |
| 6.062445e7 | !!! |
| 6.108289e7 | !!! |
| 6.1082894e7 | !!! |
| 6.1145741e7 | !!! |
| 6.1207813e7 | !!! |
| 6.3431023e7 | !!! |
| 6.467883e7 | !!! |
| 6.6505205e7 | !!! |
| 6.6543566e7 | !!! |
| 6.7540713e7 | !!! |
| 6.824059e7 | !!! |
| 6.849781e7 | !!! |
| 6.9837696e7 | !!! |
| 7.0155429e7 | !!! |
| 7.0801843e7 | !!! |
| 7.1396246e7 | !!! |
| 7.1631033e7 | !!! |
| 5.9812511e7 | !!!!!!! |
| 73633.0 | !!!Fuck_You!!! |
| 1.5054837e7 | !!!Fuck_You!!! |
| 1.8887751e7 | !!!Fuck_You!!! |
| 4874908.0 | !!!Fuck_You!!!_And_Then_Some |
| 73633.0 | !!!Fuck_You!!!_and_Then_Some |
| 1714408.0 | !!!Fuck_You!!!_and_Then_Some |
| 2279860.0 | !!!Fuck_You!!!_and_Then_Some |
| 4419353.0 | !!!Fuck_You!!!_and_Then_Some |
| 4795294.0 | !!!Fuck_You!!!_and_Then_Some |
| 4821686.0 | !!!Fuck_You!!!_and_Then_Some |
| 4821958.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822043.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822097.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822160.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822278.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822680.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822771.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822811.0 | !!!Fuck_You!!!_and_Then_Some |
| 4822877.0 | !!!Fuck_You!!!_and_Then_Some |
| 4838341.0 | !!!Fuck_You!!!_and_Then_Some |
| 4838420.0 | !!!Fuck_You!!!_and_Then_Some |
| 4838427.0 | !!!Fuck_You!!!_and_Then_Some |
| 4838455.0 | !!!Fuck_You!!!_and_Then_Some |
| 4874806.0 | !!!Fuck_You!!!_and_Then_Some |
| 4874908.0 | !!!Fuck_You!!!_and_Then_Some |
| 7752239.0 | !!!Fuck_You!!!_and_Then_Some |
| 1.3116556e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.3765875e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.5054837e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.7098999e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.7994602e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.8015235e7 | !!!Fuck_You!!!_and_Then_Some |
| 1.8887751e7 | !!!Fuck_You!!!_and_Then_Some |
| 2.4597182e7 | !!!Fuck_You!!!_and_Then_Some |
| 2.4935972e7 | !!!Fuck_You!!!_and_Then_Some |
| 3.2039313e7 | !!!Fuck_You!!!_and_Then_Some |
| 3.3795133e7 | !!!Fuck_You!!!_and_Then_Some |
| 3.4474643e7 | !!!Fuck_You!!!_and_Then_Some |
| 4.2214776e7 | !!!Fuck_You!!!_and_Then_Some |
| 4.7345482e7 | !!!Fuck_You!!!_and_Then_Some |
| 5.1317297e7 | !!!Fuck_You!!!_and_Then_Some |
| 5.9183886e7 | !!!Fuck_You!!!_and_Then_Some |
| 6.9357868e7 | !!!Fuck_You!!!_and_Then_Some |
| 839177.0 | !!!_(Chk_Chk_Chk) |
| 2.0877341e7 | !!!_(Chk_Chk_Chk) |
| 4.3394637e7 | !!!_(Chk_Chk_Chk) |
| 160813.0 | !!!_(album) |
| 600744.0 | !!!_(album) |
| 2061699.0 | !!!_(album) |
| 8526330.0 | !!!_(album) |
| 1.8636054e7 | !!!_(album) |
| 1.8636092e7 | !!!_(album) |
| 2.5014178e7 | !!!_(album) |
| 2.8165414e7 | !!!_(album) |
| 3.9256216e7 | !!!_(album) |
| 4.7607988e7 | !!!_(album) |
| 4.981616e7 | !!!_(album) |
| 5.4079834e7 | !!!_(album) |
| 5.5029148e7 | !!!_(album) |
| 5.9827823e7 | !!!_(album) |
| 6.1082894e7 | !!!_(album) |
| 6.2535569e7 | !!!_(album) |
| 64486.0 | !!!_(disambiguation) |
| 600744.0 | !!!_(disambiguation) |
| 3632887.0 | !!!_(disambiguation) |
| 34096.0 | !!Destroy-Oh-Boy!! |
| 1496283.0 | !!Destroy-Oh-Boy!! |
| 2094965.0 | !!Destroy-Oh-Boy!! |
| 3632887.0 | !!_(chess) |
| 64486.0 | !!_(disambiguation) |
| 513844.0 | !!_(disambiguation) |
| 1.0328596e7 | !!_(disambiguation) |
| 3.3983238e7 | !!_(disambiguation) |
| 3.6727183e7 | !!_(disambiguation) |
| 3.8325787e7 | !!_(disambiguation) |
| 3.8935418e7 | !!_(disambiguation) |
| 5.2386027e7 | !!_(disambiguation) |
| 5.4274255e7 | !!_(disambiguation) |
| 5.5029148e7 | !!_(disambiguation) |
| 5.6493039e7 | !!_(disambiguation) |
| 5.6933521e7 | !!_(disambiguation) |
| 321544.0 | !? |
| 6.3965892e7 | !?_(Interesting_move) |
| 3044053.0 | !Action_Pact! |
| 9215179.0 | !Action_Pact! |
| 9403888.0 | !Action_Pact! |
| 1.1070614e7 | !Action_Pact! |
| 1.4001932e7 | !Action_Pact! |
| 1.7856182e7 | !Action_Pact! |
| 3.4773988e7 | !Action_Pact! |
| 3.7033186e7 | !Action_Pact! |
| 4.4282787e7 | !Action_Pact! |
| 5.5045555e7 | !Action_Pact! |
| 1.5011654e7 | !Adios_Amigos! |
| 2.6271209e7 | !Aiboforcen |
| 1040059.0 | !Arriba!_La_Pachanga |
| 5.5077702e7 | !Arriba!_La_Pachanga |
| 6.2965631e7 | !Arriba!_La_Pachanga |
| 173252.0 | !Bang |
| 155498.0 | !Bang! |
| 173252.0 | !Bang! |
| 690109.0 | !Bang! |
| 988580.0 | !Bang! |
| 1849655.0 | !Bang! |
| 1850860.0 | !Bang! |
| 1862295.0 | !Bang! |
| 5613194.0 | !Bang! |
| 6621175.0 | !Bang! |
| 8087559.0 | !Bang! |
| 1.269431e7 | !Bang! |
| 2.5607521e7 | !Bang! |
| 2.8744821e7 | !Bang! |
| 2.8746611e7 | !Bang! |
| 3.6518066e7 | !Bang! |
| 4.5076236e7 | !Bang!_TV |
| 4.8205117e7 | !Basher! |
| 6.7023296e7 | !CHISPAS! |
| 7012185.0 | !Deladap |
| 4.6247647e7 | !Earshot |
| 4.6253059e7 | !Earshot |
| 4.6393469e7 | !Earshot |
| 1899931.0 | !GAG! |
| 503582.0 | !Hero |
| 911225.0 | !Hero |
| 1117064.0 | !Hero |
| 1728645.0 | !Hero |
| 3087409.0 | !Hero |
| 3097848.0 | !Hero |
| 3450282.0 | !Hero |
| 3949731.0 | !Hero |
| 4157367.0 | !Hero |
| 4438337.0 | !Hero |
| 4712860.0 | !Hero |
| 4883544.0 | !Hero |
| 4898519.0 | !Hero |
| 4907736.0 | !Hero |
| 4908085.0 | !Hero |
| 4908252.0 | !Hero |
| 4975664.0 | !Hero |
| 5014482.0 | !Hero |
| 5237825.0 | !Hero |
| 5789395.0 | !Hero |
| 5989816.0 | !Hero |
| 6085747.0 | !Hero |
| 6091629.0 | !Hero |
| 6360184.0 | !Hero |
| 6893310.0 | !Hero |
| 6921823.0 | !Hero |
| 6922190.0 | !Hero |
| 7995710.0 | !Hero |
| 9137556.0 | !Hero |
| 1.0970381e7 | !Hero |
| 2.008878e7 | !Hero |
| 2.0088862e7 | !Hero |
| 3.0449357e7 | !Hero |
| 6.5552176e7 | !Hero |
| 6.5701093e7 | !Hero |
| 6.9211469e7 | !Hero |
| 6.9792174e7 | !Hero |
| 6.9792329e7 | !Hero |
| 503582.0 | !Hero_(album) |
| 1716986.0 | !Hero_(album) |
| 1921683.0 | !Hero_(album) |
| 3733202.0 | !Hero_(album) |
| 5237825.0 | !Hero_(album) |
| 8146995.0 | !Hero_(album) |
| 1.6172526e7 | !Hero_(album) |
| 1.8123767e7 | !Hero_(album) |
| 3.5316173e7 | !Hero_(album) |
| 5.5091212e7 | !Hero_(album) |
| 5.5091285e7 | !Hero_(album) |
| 5.5268925e7 | !Hero_(album) |
| 6.0979706e7 | !Hero_(album) |
| 3382.0 | !Hola! |
| 2045920.0 | !K7 |
| 2064250.0 | !K7 |
| 3454968.0 | !K7 |
| 4197500.0 | !K7 |
| 4256812.0 | !K7 |
| 6003572.0 | !K7 |
| 7364759.0 | !K7 |
| 8247858.0 | !K7 |
| 9430578.0 | !K7 |
| 1.0549801e7 | !K7 |
| 1.4180074e7 | !K7 |
| 1.4180629e7 | !K7 |
| 2.2760608e7 | !K7 |
| 2.3955937e7 | !K7 |
| 2.4963982e7 | !K7 |
| 2.729066e7 | !K7 |
| 3.2734551e7 | !K7 |
| 3.4842976e7 | !K7 |
| 3.5068216e7 | !K7 |
| 3.6314898e7 | !K7 |
| 3.9466206e7 | !K7 |
| 4.9270332e7 | !K7 |
| 5.2868923e7 | !K7 |
| 171825.0 | !K7_Music |
| 2519038.0 | !K7_Music |
| 2874618.0 | !K7_Music |
| 3625902.0 | !K7_Music |
| 7217550.0 | !K7_Music |
| 8922345.0 | !K7_Music |
| 1.6808894e7 | !K7_Music |
| 1.8948956e7 | !K7_Music |
| 1.9230476e7 | !K7_Music |
| 2.2060609e7 | !K7_Music |
| 3.5766674e7 | !K7_Music |
| 6.9450992e7 | !K7_Music |
| 26039.0 | !K7_Records |
| 555201.0 | !K7_Records |
| 819619.0 | !K7_Records |
| 1345544.0 | !K7_Records |
| 1587683.0 | !K7_Records |
| 1587883.0 | !K7_Records |
| 2045720.0 | !K7_Records |
| 2099896.0 | !K7_Records |
| 2619240.0 | !K7_Records |
| 3145699.0 | !K7_Records |
| 3482276.0 | !K7_Records |
| 3705525.0 | !K7_Records |
| 3730404.0 | !K7_Records |
| 4652159.0 | !K7_Records |
| 6613393.0 | !K7_Records |
| 7722622.0 | !K7_Records |
| 1.2534796e7 | !K7_Records |
| 1.9325516e7 | !K7_Records |
| 2.3443987e7 | !K7_Records |
| 2.45383e7 | !K7_Records |
| 2.8054841e7 | !K7_Records |
| 3.202114e7 | !K7_Records |
| 3.7194622e7 | !K7_Records |
| 3.9158395e7 | !K7_Records |
| 4.4635834e7 | !K7_Records |
| 4.4846813e7 | !K7_Records |
| 4.7196566e7 | !K7_Records |
| 4.8212426e7 | !K7_Records |
| 6.4987247e7 | !K7_Records |
| 3191850.0 | !Ka-Boom¡_Estudio |
| 2.4685254e7 | !Karas_Region |
| 5.9581449e7 | !Karas_Region |
| 447008.0 | !Kheis_Local_Municipality |
| 668766.0 | !Kheis_Local_Municipality |
| 3602150.0 | !Kheis_Local_Municipality |
| 4039678.0 | !Kheis_Local_Municipality |
| 4940174.0 | !Kheis_Local_Municipality |
| 1.4888082e7 | !Kheis_Local_Municipality |
| 1.6455546e7 | !Kheis_Local_Municipality |
| 1.8981559e7 | !Kheis_Local_Municipality |
| 2.1479761e7 | !Kheis_Local_Municipality |
| 2.2158133e7 | !Kheis_Local_Municipality |
| 2.4178869e7 | !Kheis_Local_Municipality |
| 2.6513401e7 | !Kheis_Local_Municipality |
| 3.0209956e7 | !Kheis_Local_Municipality |
| 3.0210406e7 | !Kheis_Local_Municipality |
| 3.0241218e7 | !Kheis_Local_Municipality |
| 3.0254618e7 | !Kheis_Local_Municipality |
| 3.0321534e7 | !Kheis_Local_Municipality |
| 3.4773828e7 | !Kheis_Local_Municipality |
| 3.477392e7 | !Kheis_Local_Municipality |
| 3.477696e7 | !Kheis_Local_Municipality |
| 3.4785572e7 | !Kheis_Local_Municipality |
| 3.4785949e7 | !Kheis_Local_Municipality |
| 3.4785957e7 | !Kheis_Local_Municipality |
| 3.6081936e7 | !Kheis_Local_Municipality |
| 3.6841224e7 | !Kheis_Local_Municipality |
| 4.0001939e7 | !Kheis_Local_Municipality |
| 4.0091659e7 | !Kheis_Local_Municipality |
| 4.0352602e7 | !Kheis_Local_Municipality |
| 4.0440224e7 | !Kheis_Local_Municipality |
| 4.1295714e7 | !Kheis_Local_Municipality |
| 4.6292286e7 | !Kheis_Local_Municipality |
| 4.7080308e7 | !Kheis_Local_Municipality |
| 5.0781996e7 | !Kheis_Local_Municipality |
| 5.5137495e7 | !Kheis_Local_Municipality |
| 5.5143403e7 | !Kheis_Local_Municipality |
| 5.5144551e7 | !Kheis_Local_Municipality |
| 6.0925074e7 | !Kheis_Local_Municipality |
| 7.0333648e7 | !Kheis_Local_Municipality |
| 3.0254618e7 | !Kheis_Local_Municipality_elections |
| 6.9394817e7 | !Kheis_Local_Municipality_elections |
| 7.0292153e7 | !Kheis_Local_Municipality_elections |
| 7.0292295e7 | !Kheis_Local_Municipality_elections |
| 7.0333617e7 | !Kheis_Local_Municipality_elections |
| 7.0337955e7 | !Kheis_Local_Municipality_elections |
| 7.0337977e7 | !Kheis_Local_Municipality_elections |
| 7.0344395e7 | !Kheis_Local_Municipality_elections |
| 7.0344424e7 | !Kheis_Local_Municipality_elections |
| 7.0345364e7 | !Kheis_Local_Municipality_elections |
| 7.0351705e7 | !Kheis_Local_Municipality_elections |
| 7.0408226e7 | !Kheis_Local_Municipality_elections |
| 7.0408771e7 | !Kheis_Local_Municipality_elections |
| 7.0507872e7 | !Kheis_Local_Municipality_elections |
| 7.0507907e7 | !Kheis_Local_Municipality_elections |
| 7.0507968e7 | !Kheis_Local_Municipality_elections |
| 7.0544366e7 | !Kheis_Local_Municipality_elections |
| 7.0544416e7 | !Kheis_Local_Municipality_elections |
| 7.0544779e7 | !Kheis_Local_Municipality_elections |
| 7.0551674e7 | !Kheis_Local_Municipality_elections |
| 7.0551867e7 | !Kheis_Local_Municipality_elections |
| 7.0551907e7 | !Kheis_Local_Municipality_elections |
| 7.0565113e7 | !Kheis_Local_Municipality_elections |
| 7.0565152e7 | !Kheis_Local_Municipality_elections |
| 7.0565273e7 | !Kheis_Local_Municipality_elections |
| 7.056534e7 | !Kheis_Local_Municipality_elections |
| 4.3198829e7 | !Kheis_Municipality |
| 1554563.0 | !Kora |
| 2.2334799e7 | !Kora |
| 1336693.0 | !Kora_Wars |
| 4062928.0 | !Kora_Wars |
| 4820901.0 | !Kora_Wars |
| 2.2334799e7 | !Kora_language |
| 68982.0 | !Kung |
| 325618.0 | !Kung |
| 1318175.0 | !Kung |
| 1586039.0 | !Kung |
| 2341373.0 | !Kung |
| 3375586.0 | !Kung |
| 3508393.0 | !Kung |
| 4923690.0 | !Kung |
| 6687339.0 | !Kung |
| 1.0638871e7 | !Kung |
| 1.1548185e7 | !Kung |
| 2.3266996e7 | !Kung |
| 3.8830844e7 | !Kung |
| 4.3349537e7 | !Kung |
| 4.9050655e7 | !Kung |
| 5.5868925e7 | !Kung |
| 391097.0 | !Kung_San |
| 3656651.0 | !Kung_San |
| 2.7664456e7 | !Kung_San |
| 17333.0 | !Kung_language |
| 21292.0 | !Kung_language |
| 22980.0 | !Kung_language |
| 87801.0 | !Kung_language |
| 167473.0 | !Kung_language |
| 247700.0 | !Kung_language |
| 261237.0 | !Kung_language |
| 313628.0 | !Kung_language |
| 364060.0 | !Kung_language |
| 450794.0 | !Kung_language |
| 524853.0 | !Kung_language |
| 524854.0 | !Kung_language |
| 616333.0 | !Kung_language |
| 1383618.0 | !Kung_language |
| 2609070.0 | !Kung_language |
| 3288888.0 | !Kung_language |
| 3656651.0 | !Kung_language |
| 5391206.0 | !Kung_language |
| 9895473.0 | !Kung_language |
| 1.1403668e7 | !Kung_language |
| 1.1871524e7 | !Kung_language |
| 2.0173128e7 | !Kung_language |
| 2.5537629e7 | !Kung_language |
| 2.7164415e7 | !Kung_language |
| 3.4338728e7 | !Kung_language |
| 9992.0 | !Kung_languages |
| 151336.0 | !Kung_languages |
| 364060.0 | !Kung_languages |
| 453953.0 | !Kung_languages |
| 453979.0 | !Kung_languages |
| 453991.0 | !Kung_languages |
| 1210028.0 | !Kung_languages |
| 2303025.0 | !Kung_languages |
| 2319716.0 | !Kung_languages |
| 2407996.0 | !Kung_languages |
| 2609977.0 | !Kung_languages |
| 4697698.0 | !Kung_languages |
| 6145891.0 | !Kung_languages |
| 9959546.0 | !Kung_languages |
| 1.0455944e7 | !Kung_languages |
| 1.2883888e7 | !Kung_languages |
| 1.387966e7 | !Kung_languages |
| 1.5214566e7 | !Kung_languages |
| 1.7764754e7 | !Kung_languages |
| 3.1485302e7 | !Kung_languages |
| 3.4173762e7 | !Kung_languages |
| 3.9214513e7 | !Kung_languages |
| 3.9214938e7 | !Kung_languages |
| 3.9215665e7 | !Kung_languages |
| 3.9249762e7 | !Kung_languages |
| 3.9673059e7 | !Kung_languages |
| 4.0515986e7 | !Kung_languages |
| 6.0292402e7 | !Kung_languages |
| 6.8165414e7 | !Kung_languages |
| 6.8167777e7 | !Kung_languages |
| 561726.0 | !Kung_mythology |
| 5388.0 | !Kung_people |
| 9992.0 | !Kung_people |
| 15474.0 | !Kung_people |
| 22860.0 | !Kung_people |
| 102262.0 | !Kung_people |
| 215509.0 | !Kung_people |
| 552168.0 | !Kung_people |
| 641840.0 | !Kung_people |
| 816362.0 | !Kung_people |
| 1227748.0 | !Kung_people |
| 3121665.0 | !Kung_people |
| 3239479.0 | !Kung_people |
| 4148032.0 | !Kung_people |
| 5227591.0 | !Kung_people |
| 6299108.0 | !Kung_people |
| 6618605.0 | !Kung_people |
| 7264431.0 | !Kung_people |
| 1.3280233e7 | !Kung_people |
| 1.3285831e7 | !Kung_people |
| 1.7200325e7 | !Kung_people |
| 2.0290838e7 | !Kung_people |
| 2.3221293e7 | !Kung_people |
| 2.6451793e7 | !Kung_people |
| 2.6854262e7 | !Kung_people |
| 3.8905381e7 | !Kung_people |
| 4.9182508e7 | !Kung_people |
| 87801.0 | !Kweiten-ta-Ken |
| 87801.0 | !Kweiten-ta-ǀǀKen |
| 317886.0 | !Kweiten-ta-ǀǀKen |
| 712892.0 | !Kweiten-ta-ǀǀKen |
| 3288888.0 | !Kweiten-ta-ǀǀKen |
| 9895473.0 | !Kweiten-ta-ǀǀKen |
| 3.7361147e7 | !Kweiten_ta_//ken |
| 17333.0 | !Kwi_language |
| 1.3219614e7 | !Les |
| 2.2918304e7 | !Mayday¡ |
| 1955672.0 | !Oka_Tokat |
| 2222598.0 | !Oka_Tokat |
| 3720524.0 | !Oka_Tokat |
| 3784152.0 | !Oka_Tokat |
| 5526638.0 | !Oka_Tokat |
| 7235964.0 | !Oka_Tokat |
| 7360687.0 | !Oka_Tokat |
| 8127304.0 | !Oka_Tokat |
| 8500474.0 | !Oka_Tokat |
| 8917884.0 | !Oka_Tokat |
| 9497214.0 | !Oka_Tokat |
| 1.2453883e7 | !Oka_Tokat |
| 1.2474872e7 | !Oka_Tokat |
| 1.3712471e7 | !Oka_Tokat |
| 1.6059647e7 | !Oka_Tokat |
| 1.6083903e7 | !Oka_Tokat |
| 1.6498971e7 | !Oka_Tokat |
| 2.1551816e7 | !Oka_Tokat |
| 2.2976571e7 | !Oka_Tokat |
| 2.3353652e7 | !Oka_Tokat |
| 2.3568338e7 | !Oka_Tokat |
| 2.3711745e7 | !Oka_Tokat |
| 2.576427e7 | !Oka_Tokat |
| 3.1928345e7 | !Oka_Tokat |
| 3.437659e7 | !Oka_Tokat |
| 3.5978874e7 | !Oka_Tokat |
| 3.8307891e7 | !Oka_Tokat |
| 3.8519079e7 | !Oka_Tokat |
| 3.8721976e7 | !Oka_Tokat |
| 3.8740597e7 | !Oka_Tokat |
| 3.8925613e7 | !Oka_Tokat |
| 3.9070026e7 | !Oka_Tokat |
| 3.9799916e7 | !Oka_Tokat |
| 4.1067896e7 | !Oka_Tokat |
| 4.1344723e7 | !Oka_Tokat |
| 4.1572046e7 | !Oka_Tokat |
| 4.258094e7 | !Oka_Tokat |
| 4.3271848e7 | !Oka_Tokat |
| 4.4210193e7 | !Oka_Tokat |
| 4.4354474e7 | !Oka_Tokat |
| 4.7091754e7 | !Oka_Tokat |
| 4.7754955e7 | !Oka_Tokat |
| 5.064316e7 | !Oka_Tokat |
| 5.4502138e7 | !Oka_Tokat |
| 6.3943912e7 | !Oka_Tokat |
| 6.5715741e7 | !Oka_Tokat |
| 6.8457421e7 | !Oka_Tokat |
| 7.1389693e7 | !Oka_Tokat |
| 1210028.0 | !Ora_language |
| 5.3108404e7 | !Ora_people |
| 8199349.0 | !Oye_Esteban! |
| 2322480.0 | !PAUS3 |
| 7847796.0 | !PAUS3 |
| 4.7876909e7 | !PAUS3 |
| 901742.0 | !Que_viva_la_musica! |
| 3.9115606e7 | !Que_viva_la_musica! |
| 1248325.0 | !Shin_Chan:_Flipa_en_colores! |
| 6653.0 | !Uriǁ’aekua |
| 373641.0 | !WOWOW! |
| 1759656.0 | !WOWOW! |
| 1.0570502e7 | !WOWOW! |
| 1.4408717e7 | !WOWOW! |
| 2.0140534e7 | !WOWOW! |
| 2.9055465e7 | !WOWOW! |
| 3.1869291e7 | !WOWOW! |
| 4.963566e7 | !WOWOW! |
| 34350.0 | !Women_Art_Revolution |
| 98957.0 | !Women_Art_Revolution |
| 153926.0 | !Women_Art_Revolution |
| 238326.0 | !Women_Art_Revolution |
| 309846.0 | !Women_Art_Revolution |
| 311615.0 | !Women_Art_Revolution |
| 420777.0 | !Women_Art_Revolution |
| 476217.0 | !Women_Art_Revolution |
| 512045.0 | !Women_Art_Revolution |
| 570145.0 | !Women_Art_Revolution |
| 584664.0 | !Women_Art_Revolution |
| 604117.0 | !Women_Art_Revolution |
| 621018.0 | !Women_Art_Revolution |
| 703371.0 | !Women_Art_Revolution |
| 764030.0 | !Women_Art_Revolution |
| 783731.0 | !Women_Art_Revolution |
| 904930.0 | !Women_Art_Revolution |
| 933512.0 | !Women_Art_Revolution |
| 1090517.0 | !Women_Art_Revolution |
| 1104576.0 | !Women_Art_Revolution |
| 1110133.0 | !Women_Art_Revolution |
| 1246709.0 | !Women_Art_Revolution |
| 1423146.0 | !Women_Art_Revolution |
| 1544909.0 | !Women_Art_Revolution |
| 1548731.0 | !Women_Art_Revolution |
| 1577589.0 | !Women_Art_Revolution |
| 1605832.0 | !Women_Art_Revolution |
| 1673775.0 | !Women_Art_Revolution |
| 1686995.0 | !Women_Art_Revolution |
| 1788279.0 | !Women_Art_Revolution |
| 1870977.0 | !Women_Art_Revolution |
| 2171817.0 | !Women_Art_Revolution |
| 2225246.0 | !Women_Art_Revolution |
| 2332995.0 | !Women_Art_Revolution |
| 2468856.0 | !Women_Art_Revolution |
| 2508428.0 | !Women_Art_Revolution |
| 2600313.0 | !Women_Art_Revolution |
| 2626651.0 | !Women_Art_Revolution |
| 2870025.0 | !Women_Art_Revolution |
| 3075695.0 | !Women_Art_Revolution |
| 3083317.0 | !Women_Art_Revolution |
| 3083872.0 | !Women_Art_Revolution |
| 3139082.0 | !Women_Art_Revolution |
| 3207413.0 | !Women_Art_Revolution |
| 3207655.0 | !Women_Art_Revolution |
| 3251080.0 | !Women_Art_Revolution |
| 3257715.0 | !Women_Art_Revolution |
| 3324292.0 | !Women_Art_Revolution |
| 3367162.0 | !Women_Art_Revolution |
| 3487779.0 | !Women_Art_Revolution |
| 3510891.0 | !Women_Art_Revolution |
| 3639548.0 | !Women_Art_Revolution |
| 4029639.0 | !Women_Art_Revolution |
| 4843444.0 | !Women_Art_Revolution |
| 4943835.0 | !Women_Art_Revolution |
| 5237837.0 | !Women_Art_Revolution |
| 5296735.0 | !Women_Art_Revolution |
| 5341253.0 | !Women_Art_Revolution |
| 5441158.0 | !Women_Art_Revolution |
| 5929235.0 | !Women_Art_Revolution |
| 5958428.0 | !Women_Art_Revolution |
| 5958918.0 | !Women_Art_Revolution |
| 5964167.0 | !Women_Art_Revolution |
| 5967032.0 | !Women_Art_Revolution |
| 6025441.0 | !Women_Art_Revolution |
| 6062357.0 | !Women_Art_Revolution |
| 6062759.0 | !Women_Art_Revolution |
| 6320392.0 | !Women_Art_Revolution |
| 6727570.0 | !Women_Art_Revolution |
| 6814223.0 | !Women_Art_Revolution |
| 7365243.0 | !Women_Art_Revolution |
| 7606126.0 | !Women_Art_Revolution |
| 7624796.0 | !Women_Art_Revolution |
| 7634036.0 | !Women_Art_Revolution |
| 7779578.0 | !Women_Art_Revolution |
| 7780000.0 | !Women_Art_Revolution |
| 8010624.0 | !Women_Art_Revolution |
| 8320171.0 | !Women_Art_Revolution |
| 8723702.0 | !Women_Art_Revolution |
| 8938738.0 | !Women_Art_Revolution |
| 9994165.0 | !Women_Art_Revolution |
| 1.0033919e7 | !Women_Art_Revolution |
| 1.0467222e7 | !Women_Art_Revolution |
| 1.0997115e7 | !Women_Art_Revolution |
| 1.1044549e7 | !Women_Art_Revolution |
| 1.1571844e7 | !Women_Art_Revolution |
| 1.1922944e7 | !Women_Art_Revolution |
| 1.2590877e7 | !Women_Art_Revolution |
| 1.4263353e7 | !Women_Art_Revolution |
| 1.499971e7 | !Women_Art_Revolution |
| 1.6262412e7 | !Women_Art_Revolution |
| 1.635418e7 | !Women_Art_Revolution |
| 1.6864608e7 | !Women_Art_Revolution |
| 1.7140025e7 | !Women_Art_Revolution |
| 1.7144223e7 | !Women_Art_Revolution |
| 1.8041205e7 | !Women_Art_Revolution |
| 1.8190768e7 | !Women_Art_Revolution |
| 1.8584072e7 | !Women_Art_Revolution |
| 1.8895392e7 | !Women_Art_Revolution |
| 2.0382258e7 | !Women_Art_Revolution |
| 2.2053497e7 | !Women_Art_Revolution |
| 2.4633688e7 | !Women_Art_Revolution |
| 2.4966052e7 | !Women_Art_Revolution |
| 2.6746723e7 | !Women_Art_Revolution |
| 2.6775679e7 | !Women_Art_Revolution |
| 2.7569626e7 | !Women_Art_Revolution |
| 2.8145279e7 | !Women_Art_Revolution |
| 2.8336165e7 | !Women_Art_Revolution |
| 2.865032e7 | !Women_Art_Revolution |
| 3.1000159e7 | !Women_Art_Revolution |
| 3.1025072e7 | !Women_Art_Revolution |
| 3.1217457e7 | !Women_Art_Revolution |
| 3.2192717e7 | !Women_Art_Revolution |
| 3.2224512e7 | !Women_Art_Revolution |
| 3.222481e7 | !Women_Art_Revolution |
| 3.2381705e7 | !Women_Art_Revolution |
| 3.2726935e7 | !Women_Art_Revolution |
| 3.2983293e7 | !Women_Art_Revolution |
| 3.3096698e7 | !Women_Art_Revolution |
| 3.3244298e7 | !Women_Art_Revolution |
| 3.4313454e7 | !Women_Art_Revolution |
| 3.4329777e7 | !Women_Art_Revolution |
| 3.489663e7 | !Women_Art_Revolution |
| 3.5522968e7 | !Women_Art_Revolution |
| 3.5798892e7 | !Women_Art_Revolution |
| 3.6609348e7 | !Women_Art_Revolution |
| 3.6620963e7 | !Women_Art_Revolution |
| 3.6710267e7 | !Women_Art_Revolution |
| 3.6836715e7 | !Women_Art_Revolution |
| 3.7880276e7 | !Women_Art_Revolution |
| 3.7892711e7 | !Women_Art_Revolution |
| 3.8737833e7 | !Women_Art_Revolution |
| 3.8769205e7 | !Women_Art_Revolution |
| 3.92278e7 | !Women_Art_Revolution |
| 3.9307755e7 | !Women_Art_Revolution |
| 3.9623516e7 | !Women_Art_Revolution |
| 3.9637647e7 | !Women_Art_Revolution |
| 4.0384325e7 | !Women_Art_Revolution |
| 4.0454162e7 | !Women_Art_Revolution |
| 4.0851576e7 | !Women_Art_Revolution |
| 4.0968093e7 | !Women_Art_Revolution |
| 4.1189906e7 | !Women_Art_Revolution |
| 4.160635e7 | !Women_Art_Revolution |
| 4.1654366e7 | !Women_Art_Revolution |
| 4.181221e7 | !Women_Art_Revolution |
| 4.1812283e7 | !Women_Art_Revolution |
| 4.1813613e7 | !Women_Art_Revolution |
| 4.1955805e7 | !Women_Art_Revolution |
| 4.2261534e7 | !Women_Art_Revolution |
| 4.2351781e7 | !Women_Art_Revolution |
| 4.2534246e7 | !Women_Art_Revolution |
| 4.2552874e7 | !Women_Art_Revolution |
| 4.2622068e7 | !Women_Art_Revolution |
| 4.2796539e7 | !Women_Art_Revolution |
| 4.2879461e7 | !Women_Art_Revolution |
| 4.2886934e7 | !Women_Art_Revolution |
| 4.3036442e7 | !Women_Art_Revolution |
| 4.371949e7 | !Women_Art_Revolution |
| 4.56049e7 | !Women_Art_Revolution |
| 4.5635805e7 | !Women_Art_Revolution |
| 4.6185928e7 | !Women_Art_Revolution |
| 4.6903191e7 | !Women_Art_Revolution |
| 4.7303084e7 | !Women_Art_Revolution |
| 4.7705423e7 | !Women_Art_Revolution |
| 4.8736855e7 | !Women_Art_Revolution |
| 4.9595632e7 | !Women_Art_Revolution |
| 4.9651273e7 | !Women_Art_Revolution |
| 4.9651914e7 | !Women_Art_Revolution |
| 4.9653051e7 | !Women_Art_Revolution |
| 5.2704891e7 | !Women_Art_Revolution |
| 5.3454432e7 | !Women_Art_Revolution |
| 5.3631933e7 | !Women_Art_Revolution |
| 5.3933938e7 | !Women_Art_Revolution |
| 5.6752589e7 | !Women_Art_Revolution |
| 5.9974067e7 | !Women_Art_Revolution |
| 6.4577622e7 | !Women_Art_Revolution |
| 6.4907515e7 | !Women_Art_Revolution |
| 6.8072601e7 | !Women_Art_Revolution |
| 6.8228244e7 | !Women_Art_Revolution |
| 6.8229346e7 | !Women_Art_Revolution |
| 6.8340058e7 | !Women_Art_Revolution |
| 6.9627747e7 | !Women_Art_Revolution |
| 6.9840155e7 | !Women_Art_Revolution |
| 6.9966187e7 | !Women_Art_Revolution |
| 6.9971066e7 | !Women_Art_Revolution |
| 43492.0 | !Wowow! |
| 143570.0 | !Wowow! |
| 145606.0 | !Wowow! |
| 277812.0 | !Wowow! |
| 308392.0 | !Wowow! |
| 584739.0 | !Wowow! |
| 597785.0 | !Wowow! |
| 643525.0 | !Wowow! |
| 1451373.0 | !Wowow! |
| 1586277.0 | !Wowow! |
| 1613892.0 | !Wowow! |
| 1778942.0 | !Wowow! |
| 2217738.0 | !Wowow! |
| 2930511.0 | !Wowow! |
| 3076713.0 | !Wowow! |
| 3180565.0 | !Wowow! |
| 4034653.0 | !Wowow! |
| 6171459.0 | !Wowow! |
| 6852388.0 | !Wowow! |
| 7135479.0 | !Wowow! |
| 7325676.0 | !Wowow! |
| 9062463.0 | !Wowow! |
| 9268023.0 | !Wowow! |
| 9278679.0 | !Wowow! |
| 1.0043098e7 | !Wowow! |
| 1.1089239e7 | !Wowow! |
| 1.3442201e7 | !Wowow! |
| 1.5008004e7 | !Wowow! |
| 1.5065487e7 | !Wowow! |
| 1.796197e7 | !Wowow! |
| 1.8743234e7 | !Wowow! |
| 1.9415992e7 | !Wowow! |
| 2.0140534e7 | !Wowow! |
| 2.2388425e7 | !Wowow! |
| 2.4481226e7 | !Wowow! |
| 2.5878053e7 | !Wowow! |
| 2.7499303e7 | !Wowow! |
| 2.8637104e7 | !Wowow! |
| 2.8668067e7 | !Wowow! |
| 2.9055465e7 | !Wowow! |
| 3.1869291e7 | !Wowow! |
| 3.3418768e7 | !Wowow! |
| 3.4547132e7 | !Wowow! |
| 3.8781885e7 | !Wowow! |
| 3.8968881e7 | !Wowow! |
| 3.8975533e7 | !Wowow! |
| 4.0855562e7 | !Wowow! |
| 4.8426345e7 | !Wowow! |
| 5.1707855e7 | !Wowow! |
| 5.3476625e7 | !Wowow! |
| 5.8755622e7 | !Wowow! |
val edgesNoSrcTitle = spark.sql("""SELECT enwiki_pagelinks.pl_from AS src,
enwiki_page.page_id AS dst,
enwiki_pagelinks.pl_title AS dst_title
FROM enwiki_page INNER JOIN enwiki_pagelinks
ON enwiki_pagelinks.pl_title = enwiki_page.page_title""")
edgesNoSrcTitle.createOrReplaceTempView("edges_no_src_title")
val edges = spark.sql("""SELECT edges_no_src_title.src,
edges_no_src_title.dst,
enwiki_page.page_title AS src_title,
edges_no_src_title.dst_title
FROM edges_no_src_title INNER JOIN enwiki_page
ON enwiki_page.page_id = edges_no_src_title.src""")
display(edges)
| src | dst | src_title | dst_title |
|---|---|---|---|
| 1088.0 | 3.1030978e7 | Azerbaijani_Armed_Forces | Azerbaijani_mythology |
| 1088.0 | 3.0322787e7 | Azerbaijani_Armed_Forces | Chief_of_General_Staff_of_Azerbaijani_Armed_Forces |
| 1088.0 | 46530.0 | Azerbaijani_Armed_Forces | Human_Rights_Watch |
| 1088.0 | 2.1447694e7 | Azerbaijani_Armed_Forces | List_of_companies_of_Azerbaijan |
| 1088.0 | 3.7897147e7 | Azerbaijani_Armed_Forces | National_symbols_of_Azerbaijan |
| 1088.0 | 4.5061575e7 | Azerbaijani_Armed_Forces | Qajar_Iran |
| 1088.0 | 873945.0 | Azerbaijani_Armed_Forces | Soviet_Air_Defence_Forces |
| 1088.0 | 774820.0 | Azerbaijani_Armed_Forces | List_of_Azerbaijanis |
| 1088.0 | 6.5939927e7 | Azerbaijani_Armed_Forces | Nakhchivan_Separate_Combined_Arms_Army |
| 1088.0 | 6.8702564e7 | Azerbaijani_Armed_Forces | Non-Aligned_Movement |
| 1088.0 | 2867590.0 | Azerbaijani_Armed_Forces | Royal_Cambodian_Armed_Forces |
| 1088.0 | 4.144269e7 | Azerbaijani_Armed_Forces | Corps_of_Drums |
| 1088.0 | 5.8693917e7 | Azerbaijani_Armed_Forces | Foreign_Intelligence_Service_(Azerbaijan) |
| 1088.0 | 2648922.0 | Azerbaijani_Armed_Forces | Hydroelectric_power_station |
| 1088.0 | 34252.0 | Azerbaijani_Armed_Forces | Republic_of_Yemen_Armed_Forces |
| 1088.0 | 1036235.0 | Azerbaijani_Armed_Forces | Zand_dynasty |
| 1088.0 | 1.3427826e7 | Azerbaijani_Armed_Forces | Cabinet_of_Azerbaijan |
| 1088.0 | 1.0927665e7 | Azerbaijani_Armed_Forces | Internal_Troops_of_Azerbaijan |
| 1088.0 | 39237.0 | Azerbaijani_Armed_Forces | Israel_Defense_Forces |
| 1088.0 | 5.7994574e7 | Azerbaijani_Armed_Forces | Military_Band_Service_of_the_Armed_Forces_of_Azerbaijan |
| 1088.0 | 2.6157272e7 | Azerbaijani_Armed_Forces | Azerbaijani_art |
| 1088.0 | 2.7172367e7 | Azerbaijani_Armed_Forces | Azerbaijani_folklore |
| 1088.0 | 385358.0 | Azerbaijani_Armed_Forces | Nakhchivan_Autonomous_Republic |
| 1088.0 | 7.0680595e7 | Azerbaijani_Armed_Forces | 227th_Rifle_Division |
| 1088.0 | 2192452.0 | Azerbaijani_Armed_Forces | 4th_Army_(Soviet_Union) |
| 1088.0 | 2.3411067e7 | Azerbaijani_Armed_Forces | Ganja_Air_Base |
| 1088.0 | 6.6149221e7 | Azerbaijani_Armed_Forces | 1st_Army_Corps_(Azerbaijan) |
| 1088.0 | 7150649.0 | Azerbaijani_Armed_Forces | Environmental_issues_in_Azerbaijan |
| 1088.0 | 6.5910861e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Lachin_Medal |
| 1088.0 | 1.0287296e7 | Azerbaijani_Armed_Forces | Otokar_Cobra |
| 1088.0 | 3.84555e7 | Azerbaijani_Armed_Forces | Safavid_Iran |
| 1088.0 | 6.6150419e7 | Azerbaijani_Armed_Forces | 3rd_Army_Corps_(Azerbaijan) |
| 1088.0 | 3457.0 | Azerbaijani_Armed_Forces | Belarus |
| 1088.0 | 1.1505052e7 | Azerbaijani_Armed_Forces | National_Hero_of_Azerbaijan |
| 1088.0 | 897352.0 | Azerbaijani_Armed_Forces | Singapore_Armed_Forces |
| 1088.0 | 3.3872653e7 | Azerbaijani_Armed_Forces | Jar-Burial_Culture |
| 1088.0 | 7174933.0 | Azerbaijani_Armed_Forces | List_of_countries_with_nuclear_weapons |
| 1088.0 | 3.0323393e7 | Azerbaijani_Armed_Forces | Minister_of_Defense_(Azerbaijan) |
| 1088.0 | 1492790.0 | Azerbaijani_Armed_Forces | Shusha |
| 1088.0 | 31975.0 | Azerbaijani_Armed_Forces | United_States_Department_of_State |
| 1088.0 | 6.6016006e7 | Azerbaijani_Armed_Forces | Victory_Day_(Azerbaijan) |
| 1088.0 | 16650.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Kazakhstan |
| 1088.0 | 2409969.0 | Azerbaijani_Armed_Forces | Azerbaijan_Democratic_Republic |
| 1088.0 | 1.1886584e7 | Azerbaijani_Armed_Forces | Baku_Air_Defence_Army |
| 1088.0 | 3.5527299e7 | Azerbaijani_Armed_Forces | For_Heroism_Medal |
| 1088.0 | 6.5910757e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Aghdam_Medal |
| 1088.0 | 6.5910908e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Zangilan_Medal |
| 1088.0 | 7171338.0 | Azerbaijani_Armed_Forces | Indian_Armed_Forces |
| 1088.0 | 5.1886693e7 | Azerbaijani_Armed_Forces | S-300_(missile) |
| 1088.0 | 877164.0 | Azerbaijani_Armed_Forces | Arran_(Caucasus) |
| 1088.0 | 67538.0 | Azerbaijani_Armed_Forces | Australian_Defence_Force |
| 1088.0 | 8371628.0 | Azerbaijani_Armed_Forces | Battle_of_Baku |
| 1088.0 | 7427466.0 | Azerbaijani_Armed_Forces | Petya-class_frigate |
| 1088.0 | 25709.0 | Azerbaijani_Armed_Forces | Russian_Armed_Forces |
| 1088.0 | 7105996.0 | Azerbaijani_Armed_Forces | State_reserves_of_Azerbaijan |
| 1088.0 | 2.1376046e7 | Azerbaijani_Armed_Forces | Wehrmacht |
| 1088.0 | 6.1912686e7 | Azerbaijani_Armed_Forces | \"95th_Anniversary_of_the_Armed_Forces_of_Azerbaijan_(1918–2013)\"_Medal |
| 1088.0 | 6.4718117e7 | Azerbaijani_Armed_Forces | List_of_modern_equipment_of_the_Azerbaijani_Air_Force |
| 1088.0 | 5.0021902e7 | Azerbaijani_Armed_Forces | 2016_Nagorno-Karabakh_conflict |
| 1088.0 | 1.1288692e7 | Azerbaijani_Armed_Forces | 7th_Guards_Army |
| 1088.0 | 6.5911067e7 | Azerbaijani_Armed_Forces | Brave_Warrior_Medal |
| 1088.0 | 6922486.0 | Azerbaijani_Armed_Forces | Extreme_points_of_Azerbaijan |
| 1088.0 | 19115.0 | Azerbaijani_Armed_Forces | Malaysian_Armed_Forces |
| 1088.0 | 6.8977021e7 | Azerbaijani_Armed_Forces | Wedding_tradition_in_Azerbaijan |
| 1088.0 | 3.8429228e7 | Azerbaijani_Armed_Forces | Yevgenya_class_minesweeper |
| 1088.0 | 6.6176862e7 | Azerbaijani_Armed_Forces | 2nd_Army_Corps_(Azerbaijan) |
| 1088.0 | 6.5787844e7 | Azerbaijani_Armed_Forces | Battle_of_Shusha_(2020) |
| 1088.0 | 16692.0 | Azerbaijani_Armed_Forces | Kuwait_Military_Forces |
| 1088.0 | 5.7836785e7 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Islamic_Emirate_of_Afghanistan |
| 1088.0 | 30116.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Tajikistan |
| 1088.0 | 612372.0 | Azerbaijani_Armed_Forces | Midget_submarine |
| 1088.0 | 1322733.0 | Azerbaijani_Armed_Forces | Black_January |
| 1088.0 | 3.5450533e7 | Azerbaijani_Armed_Forces | Day_of_the_Armed_Forces_of_Azerbaijan |
| 1088.0 | 309778.0 | Azerbaijani_Armed_Forces | Music_of_Azerbaijan |
| 1088.0 | 30136.0 | Azerbaijani_Armed_Forces | Royal_Thai_Armed_Forces |
| 1088.0 | 26748.0 | Azerbaijani_Armed_Forces | Switzerland |
| 1088.0 | 7469136.0 | Azerbaijani_Armed_Forces | Vietnam_People's_Armed_Forces |
| 1088.0 | 2.8096514e7 | Azerbaijani_Armed_Forces | Jamshid_Nakhchivanski_Military_Lyceum |
| 1088.0 | 3.2850702e7 | Azerbaijani_Armed_Forces | List_of_World_Heritage_Sites_in_Azerbaijan |
| 1088.0 | 6.3975362e7 | Azerbaijani_Armed_Forces | OC_Media |
| 1088.0 | 2.023768e7 | Azerbaijani_Armed_Forces | Russian_Ministry_of_Defence |
| 1088.0 | 6672192.0 | Azerbaijani_Armed_Forces | Sajid_dynasty |
| 1088.0 | 1908551.0 | Azerbaijani_Armed_Forces | Aid |
| 1088.0 | 5122310.0 | Azerbaijani_Armed_Forces | March_Days |
| 1088.0 | 2.3538754e7 | Azerbaijani_Armed_Forces | Wayback_Machine |
| 1088.0 | 4941803.0 | Azerbaijani_Armed_Forces | Azerbaijani_Navy |
| 1088.0 | 5876413.0 | Azerbaijani_Armed_Forces | Sasanian_Empire |
| 1088.0 | 2.3575502e7 | Azerbaijani_Armed_Forces | Tourism_in_Azerbaijan |
| 1088.0 | 1.0934404e7 | Azerbaijani_Armed_Forces | Wildlife_of_Azerbaijan |
| 1088.0 | 6.72382e7 | Azerbaijani_Armed_Forces | Chief_of_the_General_Staff_(Azerbaijan) |
| 1088.0 | 339643.0 | Azerbaijani_Armed_Forces | Flag_of_Azerbaijan |
| 1088.0 | 6.6096407e7 | Azerbaijani_Armed_Forces | Heydar_Aliyev_Military_Lyceum |
| 1088.0 | 3.5252903e7 | Azerbaijani_Armed_Forces | Nuclear_Non-Proliferation_Treaty |
| 1088.0 | 5844475.0 | Azerbaijani_Armed_Forces | Palestinian_National_Security_Forces |
| 1088.0 | 1.1125639e7 | Azerbaijani_Armed_Forces | Turkey |
| 1088.0 | 187660.0 | Azerbaijani_Armed_Forces | Yakovlev |
| 1088.0 | 6.6828259e7 | Azerbaijani_Armed_Forces | Afsharid_Iran |
| 1088.0 | 6.5910891e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Gubadly_Medal |
| 1088.0 | 3249318.0 | Azerbaijani_Armed_Forces | Shaddadids |
| 1088.0 | 6.7101223e7 | Azerbaijani_Armed_Forces | Training_and_Education_Center_of_the_Armed_Forces |
| 1088.0 | 6.5804585e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_ceasefire_agreement |
| 1088.0 | 7.03133e7 | Azerbaijani_Armed_Forces | 223rd_Rifle_Division |
| 1088.0 | 6.6185091e7 | Azerbaijani_Armed_Forces | 4th_Army_Corps_(Azerbaijan) |
| 1088.0 | 2.5137672e7 | Azerbaijani_Armed_Forces | Energy_in_Azerbaijan |
| 1088.0 | 4.1349212e7 | Azerbaijani_Armed_Forces | Minesweeper_(ship) |
| 1088.0 | 67639.0 | Azerbaijani_Armed_Forces | Politics_of_Azerbaijan |
| 1088.0 | 1.9376957e7 | Azerbaijani_Armed_Forces | Sanqacal |
| 1088.0 | 27318.0 | Azerbaijani_Armed_Forces | Singapore |
| 1088.0 | 1.7416221e7 | Azerbaijani_Armed_Forces | South_Africa |
| 1088.0 | 32927.0 | Azerbaijani_Armed_Forces | World_War_II |
| 1088.0 | 7095335.0 | Azerbaijani_Armed_Forces | Climate_of_Azerbaijan |
| 1088.0 | 6.5910824e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Shusha_Medal |
| 1088.0 | 1887429.0 | Azerbaijani_Armed_Forces | IISS |
| 1088.0 | 2.5278391e7 | Azerbaijani_Armed_Forces | List_of_protected_areas_of_Azerbaijan |
| 1088.0 | 5215751.0 | Azerbaijani_Armed_Forces | Multi-National_Force_–_Iraq |
| 1088.0 | 5.6441648e7 | Azerbaijani_Armed_Forces | Mughan_culture |
| 1088.0 | 368530.0 | Azerbaijani_Armed_Forces | Partnership_for_Peace |
| 1088.0 | 2.0823682e7 | Azerbaijani_Armed_Forces | Rovnag_Abdullayev |
| 1088.0 | 2.3916399e7 | Azerbaijani_Armed_Forces | Sport_in_Azerbaijan |
| 1088.0 | 3.6945373e7 | Azerbaijani_Armed_Forces | Theatre_in_Azerbaijan |
| 1088.0 | 7.0393652e7 | Azerbaijani_Armed_Forces | 641st_Special_Warfare_Naval_Unit |
| 1088.0 | 2152685.0 | Azerbaijani_Armed_Forces | Cypriot_National_Guard |
| 1088.0 | 3.6926008e7 | Azerbaijani_Armed_Forces | For_military_services_medal |
| 1088.0 | 182664.0 | Azerbaijani_Armed_Forces | Surface-to-air_missile |
| 1088.0 | 6.4343188e7 | Azerbaijani_Armed_Forces | Azerbaijan_High_Military_Aviation_School |
| 1088.0 | 69007.0 | Azerbaijani_Armed_Forces | Military_of_Bhutan |
| 1088.0 | 1.9859966e7 | Azerbaijani_Armed_Forces | Nasosnaya_Air_Base |
| 1088.0 | 1022955.0 | Azerbaijani_Armed_Forces | Supreme_Soviet_of_the_USSR |
| 1088.0 | 6.5451828e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_War |
| 1088.0 | 6.9447715e7 | Azerbaijani_Armed_Forces | 402nd_Rifle_Division |
| 1088.0 | 5.224123e7 | Azerbaijani_Armed_Forces | Borders_of_Azerbaijan |
| 1088.0 | 6.5910916e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Fuzuli_Medal |
| 1088.0 | 27027.0 | Azerbaijani_Armed_Forces | Republic_of_Korea_Armed_Forces |
| 1088.0 | 1.0942678e7 | Azerbaijani_Armed_Forces | Samedbey_Mehmandarov |
| 1088.0 | 30205.0 | Azerbaijani_Armed_Forces | Turkish_Armed_Forces |
| 1088.0 | 6.1609086e7 | Azerbaijani_Armed_Forces | Bronze_and_Iron_Age_in_Azerbaijan |
| 1088.0 | 4.7845161e7 | Azerbaijani_Armed_Forces | Nakhchivan_Airport |
| 1088.0 | 9874605.0 | Azerbaijani_Armed_Forces | Turkish_Air_Force_Academy |
| 1088.0 | 5639884.0 | Azerbaijani_Armed_Forces | Armenian–Azerbaijani_war_(1918–1920) |
| 1088.0 | 7107998.0 | Azerbaijani_Armed_Forces | Bodies_of_water_of_Azerbaijan |
| 1088.0 | 5843419.0 | Azerbaijani_Armed_Forces | France |
| 1088.0 | 877182.0 | Azerbaijani_Armed_Forces | Shirvan |
| 1088.0 | 6.0555433e7 | Azerbaijani_Armed_Forces | War_College_of_the_Azerbaijani_Armed_Forces |
| 1088.0 | 1.9079143e7 | Azerbaijani_Armed_Forces | Armed_Forces_of_South_Ossetia |
| 1088.0 | 2.3207406e7 | Azerbaijani_Armed_Forces | Azerbaijan_Border_Guard |
| 1088.0 | 2.1189576e7 | Azerbaijani_Armed_Forces | Azerbaijani_rug |
| 1088.0 | 5.5636355e7 | Azerbaijani_Armed_Forces | Baku_Higher_All-Arms_Command_School |
| 1088.0 | 25391.0 | Azerbaijani_Armed_Forces | Russia |
| 1088.0 | 40196.0 | Azerbaijani_Armed_Forces | Transport_in_Azerbaijan |
| 1088.0 | 4764461.0 | Azerbaijani_Armed_Forces | World_War_I |
| 1088.0 | 6.5911124e7 | Azerbaijani_Armed_Forces | For_Services_in_the_Rear_in_the_Patriotic_War_Medal |
| 1088.0 | 2.1659771e7 | Azerbaijani_Armed_Forces | Military_history_of_Azerbaijan |
| 1088.0 | 3.8392125e7 | Azerbaijani_Armed_Forces | Sonya_class_minesweeper |
| 1088.0 | 493727.0 | Azerbaijani_Armed_Forces | Aero_L-39_Albatros |
| 1088.0 | 6.7120883e7 | Azerbaijani_Armed_Forces | Armenian_Army |
| 1088.0 | 401606.0 | Azerbaijani_Armed_Forces | Index_of_Azerbaijan-related_articles |
| 1088.0 | 1.1169023e7 | Azerbaijani_Armed_Forces | Ministry_of_Defence_Industry_of_Azerbaijan |
| 1088.0 | 5.829427e7 | Azerbaijani_Armed_Forces | Mountains_of_Azerbaijan |
| 1088.0 | 638594.0 | Azerbaijani_Armed_Forces | Non-belligerent |
| 1088.0 | 3.2945088e7 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Azerbaijan |
| 1088.0 | 31750.0 | Azerbaijani_Armed_Forces | Ukraine |
| 1088.0 | 1.4465664e7 | Azerbaijani_Armed_Forces | Absheron_Peninsula |
| 1088.0 | 3.363915e7 | Azerbaijani_Armed_Forces | Azerbaijani_tea_culture |
| 1088.0 | 31730.0 | Azerbaijani_Armed_Forces | British_Armed_Forces |
| 1088.0 | 7105894.0 | Azerbaijani_Armed_Forces | Flora_of_Azerbaijan |
| 1088.0 | 68253.0 | Azerbaijani_Armed_Forces | List_of_sovereign_states |
| 1088.0 | 1.7935711e7 | Azerbaijani_Armed_Forces | Shirvanshah |
| 1088.0 | 1.2835793e7 | Azerbaijani_Armed_Forces | Azerbaijani_cuisine |
| 1088.0 | 2.1634642e7 | Azerbaijani_Armed_Forces | Novruz_in_Azerbaijan |
| 1088.0 | 1127085.0 | Azerbaijani_Armed_Forces | Stockholm_International_Peace_Research_Institute |
| 1088.0 | 6.6058582e7 | Azerbaijani_Armed_Forces | Hero_of_the_Patriotic_War |
| 1088.0 | 19279.0 | Azerbaijani_Armed_Forces | Mongolian_Armed_Forces |
| 1088.0 | 6.6404258e7 | Azerbaijani_Armed_Forces | Azerbaijani_Red_Army |
| 1088.0 | 6.614052e7 | Azerbaijani_Armed_Forces | Karim_Valiyev |
| 1088.0 | 6.2201975e7 | Azerbaijani_Armed_Forces | Nakhchivan_culture |
| 1088.0 | 5.4147626e7 | Azerbaijani_Armed_Forces | State_Security_Service_(Azerbaijan) |
| 1088.0 | 161087.0 | Azerbaijani_Armed_Forces | Timor_Leste_Defence_Force |
| 1088.0 | 5321.0 | Azerbaijani_Armed_Forces | Czech_Republic |
| 1088.0 | 67638.0 | Azerbaijani_Armed_Forces | Demographics_of_Azerbaijan |
| 1088.0 | 1.1776466e7 | Azerbaijani_Armed_Forces | Ethnic_minorities_in_Azerbaijan |
| 1088.0 | 5.3412468e7 | Azerbaijani_Armed_Forces | Military_ranks_of_Azerbaijan |
| 1088.0 | 457051.0 | Azerbaijani_Armed_Forces | National_emblem_of_Azerbaijan |
| 1088.0 | 2.3290453e7 | Azerbaijani_Armed_Forces | Peacekeeping_forces_of_Azerbaijan |
| 1088.0 | 4.4208502e7 | Azerbaijani_Armed_Forces | SA-3_Goa |
| 1088.0 | 3.3949683e7 | Azerbaijani_Armed_Forces | Air_Force_Day |
| 1088.0 | 6.0544953e7 | Azerbaijani_Armed_Forces | Azerbaijan_Higher_Military_Academy |
| 1088.0 | 79745.0 | Azerbaijani_Armed_Forces | Cluster_munition |
| 1088.0 | 21263.0 | Azerbaijani_Armed_Forces | Korean_People's_Army |
| 1088.0 | 2.2462867e7 | Azerbaijani_Armed_Forces | Soviet_Ground_Forces |
| 1088.0 | 382302.0 | Azerbaijani_Armed_Forces | Su-25 |
| 1088.0 | 6.4334706e7 | Azerbaijani_Armed_Forces | Azerbaijan_Higher_Naval_Academy |
| 1088.0 | 7077602.0 | Azerbaijani_Armed_Forces | Environment_of_Azerbaijan |
| 1088.0 | 865389.0 | Azerbaijani_Armed_Forces | International_Crisis_Group |
| 1088.0 | 1.8947898e7 | Azerbaijani_Armed_Forces | Amnesty_International |
| 1088.0 | 746.0 | Azerbaijani_Armed_Forces | Azerbaijan |
| 1088.0 | 1.9859938e7 | Azerbaijani_Armed_Forces | Baku_Kala_Air_Base |
| 1088.0 | 1610018.0 | Azerbaijani_Armed_Forces | Hong_Kong_Garrison |
| 1088.0 | 1478175.0 | Azerbaijani_Armed_Forces | Public_holidays_in_Azerbaijan |
| 1088.0 | 69328.0 | Azerbaijani_Armed_Forces | United_Arab_Emirates |
| 1088.0 | 3.9780666e7 | Azerbaijani_Armed_Forces | History_of_the_name_Azerbaijan |
| 1088.0 | 6.7122586e7 | Azerbaijani_Armed_Forces | 777th_Special_Forces_Regiment |
| 1088.0 | 2.2576829e7 | Azerbaijani_Armed_Forces | Agriculture_in_Azerbaijan |
| 1088.0 | 1081.0 | Azerbaijani_Armed_Forces | Economy_of_Azerbaijan |
| 1088.0 | 3764215.0 | Azerbaijani_Armed_Forces | Prime_Minister_of_Azerbaijan |
| 1088.0 | 27276.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Saudi_Arabia |
| 1088.0 | 4566.0 | Azerbaijani_Armed_Forces | Baku |
| 1088.0 | 40195.0 | Azerbaijani_Armed_Forces | Telecommunications_in_Azerbaijan |
| 1088.0 | 6.7538996e7 | Azerbaijani_Armed_Forces | Şəmkir |
| 1088.0 | 2.5131731e7 | Azerbaijani_Armed_Forces | Azerbaijani_Army |
| 1088.0 | 2.9149908e7 | Azerbaijani_Armed_Forces | Coat_of_arms_of_Azerbaijan |
| 1088.0 | 1.6569312e7 | Azerbaijani_Armed_Forces | Education_in_Azerbaijan |
| 1088.0 | 22489.0 | Azerbaijani_Armed_Forces | Oklahoma |
| 1088.0 | 2.7167856e7 | Azerbaijani_Armed_Forces | Azerbaijani_Air_Force |
| 1088.0 | 15166.0 | Azerbaijani_Armed_Forces | Infantry_fighting_vehicle |
| 1088.0 | 7015198.0 | Azerbaijani_Armed_Forces | LGBT_rights_in_Azerbaijan |
| 1088.0 | 7.1994248e7 | Azerbaijani_Armed_Forces | Defense_Forces_of_Georgia |
| 1088.0 | 2.7911049e7 | Azerbaijani_Armed_Forces | Ministry_of_Defence_(Azerbaijan) |
| 1088.0 | 1.2975707e7 | Azerbaijani_Armed_Forces | Safar_Abiyev |
| 1088.0 | 26779.0 | Azerbaijani_Armed_Forces | Soviet_Union |
| 1088.0 | 6.1362503e7 | Azerbaijani_Armed_Forces | Stone_Age_in_Azerbaijan |
| 1088.0 | 17760.0 | Azerbaijani_Armed_Forces | Lao_People's_Armed_Forces |
| 1088.0 | 192825.0 | Azerbaijani_Armed_Forces | Azerbaijani_language |
| 1088.0 | 194200.0 | Azerbaijani_Armed_Forces | International_Security_Assistance_Force |
| 1088.0 | 2.0222257e7 | Azerbaijani_Armed_Forces | MKEK |
| 1088.0 | 21133.0 | Azerbaijani_Armed_Forces | NATO |
| 1088.0 | 4116970.0 | Azerbaijani_Armed_Forces | Central_Bank_of_Azerbaijan |
| 1088.0 | 400853.0 | Azerbaijani_Armed_Forces | Hero_of_the_Soviet_Union |
| 1088.0 | 1.6278429e7 | Azerbaijani_Armed_Forces | Outline_of_Azerbaijan |
| 1088.0 | 2.1288922e7 | Azerbaijani_Armed_Forces | Azerbaijan_during_World_War_II |
| 1088.0 | 1.0927351e7 | Azerbaijani_Armed_Forces | Azerbaijani_National_Guard |
| 1088.0 | 4020775.0 | Azerbaijani_Armed_Forces | First_Nagorno-Karabakh_War |
| 1088.0 | 5.515162e7 | Azerbaijani_Armed_Forces | ISSN_(identifier) |
| 1088.0 | 14532.0 | Azerbaijani_Armed_Forces | Italy |
| 1088.0 | 1986639.0 | Azerbaijani_Armed_Forces | Languages_of_Azerbaijan |
| 1088.0 | 4.1471871e7 | Azerbaijani_Armed_Forces | List_of_lakes_of_Azerbaijan |
| 1088.0 | 917076.0 | Azerbaijani_Armed_Forces | Ayaz_Mutallibov |
| 1088.0 | 213173.0 | Azerbaijani_Armed_Forces | Conscripts |
| 1088.0 | 1082.0 | Azerbaijani_Armed_Forces | Geography_of_Azerbaijan |
| 1088.0 | 9526432.0 | Azerbaijani_Armed_Forces | MRAP |
| 1088.0 | 386742.0 | Azerbaijani_Armed_Forces | SA-2 |
| 1088.0 | 412390.0 | Azerbaijani_Armed_Forces | Administrative_divisions_of_Azerbaijan |
| 1088.0 | 30215.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Turkmenistan |
| 1088.0 | 5.0716679e7 | Azerbaijani_Armed_Forces | Nasosnaya_(air_base) |
| 1088.0 | 25194.0 | Azerbaijani_Armed_Forces | Qatar_Armed_Forces |
| 1088.0 | 3206857.0 | Azerbaijani_Armed_Forces | Religion_in_Azerbaijan |
| 1088.0 | 3.5663369e7 | Azerbaijani_Armed_Forces | Sitalchay_Military_Airbase |
| 1088.0 | 3.8938602e7 | Azerbaijani_Armed_Forces | \"For_Faultless_Service\"_medal |
| 1088.0 | 6.7262853e7 | Azerbaijani_Armed_Forces | Ali-Agha_Shikhlinski |
| 1088.0 | 1351138.0 | Azerbaijani_Armed_Forces | Elections_in_Azerbaijan |
| 1088.0 | 14650.0 | Azerbaijani_Armed_Forces | Indonesian_National_Armed_Forces |
| 1088.0 | 6.6168931e7 | Azerbaijani_Armed_Forces | Marine_Infantry_of_Azerbaijan |
| 1088.0 | 1300375.0 | Azerbaijani_Armed_Forces | Treaty_on_Conventional_Armed_Forces_in_Europe |
| 1088.0 | 31861.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Republic_of_Uzbekistan |
| 1088.0 | 7658483.0 | Azerbaijani_Armed_Forces | Section_907 |
| 1088.0 | 1.0927815e7 | Azerbaijani_Armed_Forces | Caspian_Guard_Initiative |
| 1088.0 | 1.9653787e7 | Azerbaijani_Armed_Forces | Caspian_Sea |
| 1088.0 | 3.4048567e7 | Azerbaijani_Armed_Forces | Marauder_(vehicle) |
| 1088.0 | 5.5829912e7 | Azerbaijani_Armed_Forces | Natural_resources_of_Azerbaijan |
| 1088.0 | 877787.0 | Azerbaijani_Armed_Forces | Azerbaijani_literature |
| 1088.0 | 3708.0 | Azerbaijani_Armed_Forces | Brussels |
| 1088.0 | 214529.0 | Azerbaijani_Armed_Forces | Dependent_territory |
| 1088.0 | 5.5049264e7 | Azerbaijani_Armed_Forces | ISBN_(identifier) |
| 1088.0 | 9282173.0 | Azerbaijani_Armed_Forces | Israel |
| 1088.0 | 1.2085342e7 | Azerbaijani_Armed_Forces | Khanates_of_the_Caucasus |
| 1088.0 | 1.9374465e7 | Azerbaijani_Armed_Forces | Xətai_raion |
| 1088.0 | 4059749.0 | Azerbaijani_Armed_Forces | Artsakh_Defence_Army |
| 1088.0 | 8696322.0 | Azerbaijani_Armed_Forces | Azerbaijan_National_Academy_of_Sciences |
| 1088.0 | 4941797.0 | Azerbaijani_Armed_Forces | Azerbaijani_Land_Forces |
| 1088.0 | 188675.0 | Azerbaijani_Armed_Forces | Baltic_states |
| 1088.0 | 3.0322746e7 | Azerbaijani_Armed_Forces | General_Staff_of_Azerbaijani_Armed_Forces |
| 1088.0 | 2785204.0 | Azerbaijani_Armed_Forces | Japan_Self-Defense_Forces |
| 1088.0 | 16702.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Kyrgyz_Republic |
| 1088.0 | 539716.0 | Azerbaijani_Armed_Forces | Landing_craft |
| 1088.0 | 2.3269917e7 | Azerbaijani_Armed_Forces | Military_of_Azerbaijan |
| 1088.0 | 7193518.0 | Azerbaijani_Armed_Forces | Special_Forces_Command_(Turkey) |
| 1088.0 | 1.3634062e7 | Azerbaijani_Armed_Forces | Constitution_of_Azerbaijan |
| 1088.0 | 7.1858151e7 | Azerbaijani_Armed_Forces | Dollyar_Air_Base |
| 1088.0 | 2.812722e7 | Azerbaijani_Armed_Forces | List_of_earthquakes_in_Azerbaijan |
| 1088.0 | 23235.0 | Azerbaijani_Armed_Forces | Pakistan |
| 1088.0 | 1049084.0 | Azerbaijani_Armed_Forces | U.S._National_Guard |
| 1088.0 | 6.1912815e7 | Azerbaijani_Armed_Forces | \"90th_Anniversary_of_the_Armed_Forces_of_Azerbaijan_(1918–2008)\"_Medal |
| 1088.0 | 698454.0 | Azerbaijani_Armed_Forces | Azerbaijanis |
| 1088.0 | 9322682.0 | Azerbaijani_Armed_Forces | Karabakh |
| 1088.0 | 802.0 | Azerbaijani_Armed_Forces | Ankara |
| 1088.0 | 23369.0 | Azerbaijani_Armed_Forces | Pakistan_Armed_Forces |
| 1088.0 | 4501200.0 | Azerbaijani_Armed_Forces | Parthian_Empire |
| 1088.0 | 4.190231e7 | Azerbaijani_Armed_Forces | Special_Forces_of_Azerbaijan |
| 1088.0 | 3.1022059e7 | Azerbaijani_Armed_Forces | State_Oil_Company_of_Azerbaijan_Republic |
| 1088.0 | 380322.0 | Azerbaijani_Armed_Forces | Il-76 |
| 1088.0 | 1492960.0 | Azerbaijani_Armed_Forces | Nakhchivan_(city) |
| 1088.0 | 6.2087908e7 | Azerbaijani_Armed_Forces | Russo-Persian_War_(1804–13) |
| 1088.0 | 6446390.0 | Azerbaijani_Armed_Forces | State_Partnership_Program |
| 1088.0 | 905795.0 | Azerbaijani_Armed_Forces | Treaty_of_Gulistan |
| 1088.0 | 6.6016112e7 | Azerbaijani_Armed_Forces | Memorial_Day_(Azerbaijan) |
| 1088.0 | 3.1854531e7 | Azerbaijani_Armed_Forces | Namer_(vehicle) |
| 1088.0 | 30095.0 | Azerbaijani_Armed_Forces | Republic_of_China_Armed_Forces |
| 1088.0 | 4.3825422e7 | Azerbaijani_Armed_Forces | S-200_Angara/Vega/Dubna |
| 1088.0 | 2.3408142e7 | Azerbaijani_Armed_Forces | Sri_Lanka_Armed_Forces |
| 1088.0 | 6.6317677e7 | Azerbaijani_Armed_Forces | YARASA_Special_Forces |
| 1088.0 | 1.0254803e7 | Azerbaijani_Armed_Forces | Cinema_of_Azerbaijan |
| 1088.0 | 17779.0 | Azerbaijani_Armed_Forces | Lebanese_Armed_Forces |
| 1088.0 | 5.9921988e7 | Azerbaijani_Armed_Forces | Metallurgy_in_Azerbaijan |
| 1088.0 | 27479.0 | Azerbaijani_Armed_Forces | Syrian_Armed_Forces |
| 1088.0 | 6.7613776e7 | Azerbaijani_Armed_Forces | TecSAR |
| 1088.0 | 1.2339349e7 | Azerbaijani_Armed_Forces | Architecture_of_Azerbaijan |
| 1088.0 | 6.6286297e7 | Azerbaijani_Armed_Forces | Karam_Mustafayev |
| 1088.0 | 26295.0 | Azerbaijani_Armed_Forces | Russian_Civil_War |
| 1088.0 | 5424688.0 | Azerbaijani_Armed_Forces | Jordanian_Armed_Forces |
| 1088.0 | 956689.0 | Azerbaijani_Armed_Forces | Kura–Araxes_culture |
| 1088.0 | 5024972.0 | Azerbaijani_Armed_Forces | Operation_Edelweiss |
| 1088.0 | 3.6369933e7 | Azerbaijani_Armed_Forces | Orders,_decorations,_and_medals_of_Azerbaijan |
| 1088.0 | 2.6964606e7 | Azerbaijani_Armed_Forces | Austria |
| 1088.0 | 6.4611227e7 | Azerbaijani_Armed_Forces | Azerbaijani_Air_and_Air_Defence_Force |
| 1088.0 | 6.698864e7 | Azerbaijani_Armed_Forces | Caves_of_Azerbaijan |
| 1088.0 | 1.8846287e7 | Azerbaijani_Armed_Forces | Jabrayil |
| 1088.0 | 7.18581e7 | Azerbaijani_Armed_Forces | Kyurdamir_Air_Base |
| 1088.0 | 7115553.0 | Azerbaijani_Armed_Forces | Barda,_Azerbaijan |
| 1088.0 | 6.7740154e7 | Azerbaijani_Armed_Forces | Jane's_Information_Group |
| 1088.0 | 3.0455197e7 | Azerbaijani_Armed_Forces | Khojaly–Gadabay_culture |
| 1088.0 | 1519005.0 | Azerbaijani_Armed_Forces | Sultan_of_Oman's_Armed_Forces |
| 1088.0 | 581195.0 | Azerbaijani_Armed_Forces | Copyright_status_of_works_by_the_federal_government_of_the_United_States |
| 1088.0 | 7077806.0 | Azerbaijani_Armed_Forces | Orography_of_Azerbaijan |
| 1088.0 | 1177214.0 | Azerbaijani_Armed_Forces | Pennon |
| 1088.0 | 740508.0 | Azerbaijani_Armed_Forces | Republic_of_Azerbaijan |
| 1088.0 | 1.0928518e7 | Azerbaijani_Armed_Forces | Azerbaijani_Coast_Guard |
| 1088.0 | 4016533.0 | Azerbaijani_Armed_Forces | National_Assembly_(Azerbaijan) |
| 1088.0 | 1.9510878e7 | Azerbaijani_Armed_Forces | Sitalcay |
| 1088.0 | 7.1403487e7 | Azerbaijani_Armed_Forces | State_Border_Service_(Azerbaijan) |
| 1088.0 | 5366487.0 | Azerbaijani_Armed_Forces | Human_rights_in_Azerbaijan |
| 1088.0 | 1.1356544e7 | Azerbaijani_Armed_Forces | Law_enforcement_in_Azerbaijan |
| 1088.0 | 214413.0 | Azerbaijani_Armed_Forces | Armenian_diaspora |
| 1088.0 | 6.591061e7 | Azerbaijani_Armed_Forces | Hero_of_the_Patriotic_War_Medal |
| 1088.0 | 123503.0 | Azerbaijani_Armed_Forces | MiG-21 |
| 1088.0 | 3.3570513e7 | Azerbaijani_Armed_Forces | Russians_in_Azerbaijan |
| 1088.0 | 7.1286679e7 | Azerbaijani_Armed_Forces | Shulaveri-Shomu_culture |
| 1088.0 | 4.5541218e7 | Azerbaijani_Armed_Forces | 295th_Motor_Rifle_Division |
| 1088.0 | 1.8838818e7 | Azerbaijani_Armed_Forces | Bibiheybət |
| 1088.0 | 5.5095974e7 | Azerbaijani_Armed_Forces | Healthcare_in_Azerbaijan |
| 1088.0 | 20282.0 | Azerbaijani_Armed_Forces | Mechanized_infantry |
| 1088.0 | 3.7721373e7 | Azerbaijani_Armed_Forces | Medicine_in_Azerbaijan |
| 1088.0 | 20394.0 | Azerbaijani_Armed_Forces | Tatmadaw |
| 1088.0 | 4.2543864e7 | Azerbaijani_Armed_Forces | United_States_Air_Forces_in_Europe |
| 1088.0 | 4.0963939e7 | Azerbaijani_Armed_Forces | Zakir_Hasanov |
| 1088.0 | 2.8119649e7 | Azerbaijani_Armed_Forces | Special_Purpose_Police_Unit |
| 1088.0 | 31717.0 | Azerbaijani_Armed_Forces | United_Kingdom |
| 1088.0 | 6064651.0 | Azerbaijani_Armed_Forces | Eldiguzids |
| 1088.0 | 6.5911037e7 | Azerbaijani_Armed_Forces | For_Distinction_in_Battle_Medal |
| 1088.0 | 14939.0 | Azerbaijani_Armed_Forces | Intercontinental_ballistic_missile |
| 1088.0 | 1.9360365e7 | Azerbaijani_Armed_Forces | North_Atlantic_Treaty_Organization |
| 1088.0 | 1097.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_Armenia |
| 1088.0 | 23448.0 | Azerbaijani_Armed_Forces | Armed_Forces_of_the_Philippines |
| 1088.0 | 4380486.0 | Azerbaijani_Armed_Forces | Armenian–Tatar_massacres_of_1905–1907 |
| 1088.0 | 407062.0 | Azerbaijani_Armed_Forces | Azərbaycan_marşı |
| 1088.0 | 2.3465971e7 | Azerbaijani_Armed_Forces | Government_of_Azerbaijan |
| 1088.0 | 7877570.0 | Azerbaijani_Armed_Forces | Individual_Partnership_Action_Plan |
| 1088.0 | 5.5289023e7 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Armenia |
| 1088.0 | 6.4783403e7 | Azerbaijani_Armed_Forces | 396th_Rifle_Division |
| 1088.0 | 6.9019186e7 | Azerbaijani_Armed_Forces | 416th_Rifle_Division_(Soviet_Union) |
| 1088.0 | 2.2469823e7 | Azerbaijani_Armed_Forces | Azerbaijani_peacekeeping_forces |
| 1088.0 | 3.5079877e7 | Azerbaijani_Armed_Forces | Azerbaijani_traditional_clothing |
| 1088.0 | 5043324.0 | Azerbaijani_Armed_Forces | Iraq_War |
| 1088.0 | 4627429.0 | Azerbaijani_Armed_Forces | Iraqi_Armed_Forces |
| 1088.0 | 1.905571e7 | Azerbaijani_Armed_Forces | Jebrayil |
| 1088.0 | 1.3969214e7 | Azerbaijani_Armed_Forces | Main_Agency_of_Missiles_and_Artillery_of_the_Ministry_of_Defense_of_the_Russian_Federation |
| 1088.0 | 6040932.0 | Azerbaijani_Armed_Forces | Security_Forces_Command |
| 1088.0 | 1151523.0 | Azerbaijani_Armed_Forces | Azerbaijani_manat |
| 1088.0 | 213497.0 | Azerbaijani_Armed_Forces | Caucasian_Albania |
| 1088.0 | 6.5910879e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Kalbajar_Medal |
| 1088.0 | 5245787.0 | Azerbaijani_Armed_Forces | GUAM |
| 1088.0 | 6.7667374e7 | Azerbaijani_Armed_Forces | Kara_Koyunlu |
| 1088.0 | 1.8933221e7 | Azerbaijani_Armed_Forces | Royal_Brunei_Armed_Forces |
| 1088.0 | 31841.0 | Azerbaijani_Armed_Forces | United_Arab_Emirates_Armed_Forces |
| 1088.0 | 68932.0 | Azerbaijani_Armed_Forces | Bangladesh_Armed_Forces |
| 1088.0 | 1115368.0 | Azerbaijani_Armed_Forces | Maldives_National_Defence_Force |
| 1088.0 | 8417589.0 | Azerbaijani_Armed_Forces | Sallarid_dynasty |
| 1088.0 | 6.5431221e7 | Azerbaijani_Armed_Forces | 2020_Nagorno-Karabakh_war |
| 1088.0 | 661551.0 | Azerbaijani_Armed_Forces | Ganja,_Azerbaijan |
| 1088.0 | 2.6217562e7 | Azerbaijani_Armed_Forces | History_of_Azerbaijani_animation |
| 1088.0 | 4562230.0 | Azerbaijani_Armed_Forces | Oklahoma_National_Guard |
| 1088.0 | 6.7228635e7 | Azerbaijani_Armed_Forces | Rovshan_Akbarov |
| 1088.0 | 8486749.0 | Azerbaijani_Armed_Forces | Russian_Space_Forces |
| 1088.0 | 382305.0 | Azerbaijani_Armed_Forces | Su-24 |
| 1088.0 | 7940585.0 | Azerbaijani_Armed_Forces | Aq_Qoyunlu |
| 1088.0 | 5042916.0 | Azerbaijani_Armed_Forces | Canada |
| 1088.0 | 510603.0 | Azerbaijani_Armed_Forces | Jane's_Fighting_Ships |
| 1088.0 | 1.1447628e7 | Azerbaijani_Armed_Forces | Abkhazian_Armed_Forces |
| 1088.0 | 5731277.0 | Azerbaijani_Armed_Forces | Fauna_of_Azerbaijan |
| 1088.0 | 2.2765442e7 | Azerbaijani_Armed_Forces | Ilham_Aliyev |
| 1088.0 | 542300.0 | Azerbaijani_Armed_Forces | Ilkhanate |
| 1088.0 | 5.5284726e7 | Azerbaijani_Armed_Forces | Judiciary_of_Azerbaijan |
| 1088.0 | 3.4024533e7 | Azerbaijani_Armed_Forces | Leyla-Tepe_culture |
| 1088.0 | 4674848.0 | Azerbaijani_Armed_Forces | Russo-Persian_War_(1826–1828) |
| 1088.0 | 2.3207828e7 | Azerbaijani_Armed_Forces | Azerbaijan_Defense_Industry |
| 1088.0 | 1.1670391e7 | Azerbaijani_Armed_Forces | Gabala_Radar_Station |
| 1088.0 | 2.8087409e7 | Azerbaijani_Armed_Forces | Khosrov_bey_Sultanov |
| 1088.0 | 343356.0 | Azerbaijani_Armed_Forces | List_of_cities_in_Azerbaijan |
| 1088.0 | 1.7967625e7 | Azerbaijani_Armed_Forces | Mineral_industry_of_Azerbaijan |
| 1088.0 | 6.59111e7 | Azerbaijani_Armed_Forces | Participant_of_the_Patriotic_War_Medal |
| 1088.0 | 66890.0 | Azerbaijani_Armed_Forces | People's_Liberation_Army |
| 1088.0 | 4247739.0 | Azerbaijani_Armed_Forces | U.S._Navy_SEALs |
| 1088.0 | 2.8017536e7 | Azerbaijani_Armed_Forces | Valeh_Barshadli |
| 1088.0 | 9609093.0 | Azerbaijani_Armed_Forces | Beylagan_(city) |
| 1088.0 | 519489.0 | Azerbaijani_Armed_Forces | Eastern_Front_(World_War_II) |
| 1088.0 | 1087.0 | Azerbaijani_Armed_Forces | Foreign_relations_of_Azerbaijan |
| 1088.0 | 1.1197435e7 | Azerbaijani_Armed_Forces | Maciej_Sulkiewicz |
| 1088.0 | 938372.0 | Azerbaijani_Armed_Forces | President_of_Azerbaijan |
| 1088.0 | 32817.0 | Azerbaijani_Armed_Forces | Vladimir_Putin |
| 1088.0 | 6.5624452e7 | Azerbaijani_Armed_Forces | 2016_Nagorno-Karabakh_clashes |
| 1088.0 | 2.3597901e7 | Azerbaijani_Armed_Forces | Azadliq_Square,_Baku |
| 1088.0 | 6131588.0 | Azerbaijani_Armed_Forces | Petroleum_industry_in_Azerbaijan |
| 1088.0 | 6.631834e7 | Azerbaijani_Armed_Forces | Second_Karabakh_War |
| 1088.0 | 1.156279e7 | Azerbaijani_Armed_Forces | Second_World_War |
| 1088.0 | 2884207.0 | Azerbaijani_Armed_Forces | Advanced_Research_and_Assessment_Group |
| 1088.0 | 2.0024921e7 | Azerbaijani_Armed_Forces | Armenian-occupied_territories_surrounding_Nagorno-Karabakh |
| 1088.0 | 408283.0 | Azerbaijani_Armed_Forces | Azerbaijani_Popular_Front_Party |
| 1088.0 | 6.5910929e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Khojavend_Medal |
| 1088.0 | 1.1623685e7 | Azerbaijani_Armed_Forces | Freedom_Support_Act |
| 1088.0 | 27019.0 | Azerbaijani_Armed_Forces | South_Korea |
| 1088.0 | 2.3207385e7 | Azerbaijani_Armed_Forces | Azerbaijan_Navy |
| 1088.0 | 6367906.0 | Azerbaijani_Armed_Forces | Azerbaijani_dances |
| 1088.0 | 704623.0 | Azerbaijani_Armed_Forces | CIA |
| 1088.0 | 3.7265091e7 | Azerbaijani_Armed_Forces | Caspian_Sea_Flotilla |
| 1088.0 | 2071240.0 | Azerbaijani_Armed_Forces | Culture_of_Azerbaijan |
| 1088.0 | 7761715.0 | Azerbaijani_Armed_Forces | Red_Army_invasion_of_Georgia |
| 1088.0 | 19076.0 | Azerbaijani_Armed_Forces | Macao_Garrison |
| 1088.0 | 6.4207973e7 | Azerbaijani_Armed_Forces | Media_of_Azerbaijan |
| 1088.0 | 182309.0 | Azerbaijani_Armed_Forces | MiG-29 |
| 1088.0 | 59510.0 | Azerbaijani_Armed_Forces | Russians |
| 1088.0 | 4363966.0 | Azerbaijani_Armed_Forces | History_of_Azerbaijan |
| 1088.0 | 65220.0 | Azerbaijani_Armed_Forces | Nagorno-Karabakh |
| 1088.0 | 6.1170719e7 | Azerbaijani_Armed_Forces | Azerbaijani_Army_100th_anniversary_medal |
| 1088.0 | 380320.0 | Azerbaijani_Armed_Forces | MiG-25 |
| 1088.0 | 21330.0 | Azerbaijani_Armed_Forces | Nepalese_Armed_Forces |
| 1088.0 | 25682.0 | Azerbaijani_Armed_Forces | Red_Army |
| 1088.0 | 5.2597609e7 | Azerbaijani_Armed_Forces | Swietochowski,_Tadeusz |
| 1088.0 | 1711234.0 | Azerbaijani_Armed_Forces | United_States_European_Command |
| 1088.0 | 6.5910946e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Sugovushan_Medal |
| 1088.0 | 523670.0 | Azerbaijani_Armed_Forces | List_of_states_with_limited_recognition |
| 1088.0 | 3.0314065e7 | Azerbaijani_Armed_Forces | Najmeddin_Sadikov |
| 1088.0 | 4.3202421e7 | Azerbaijani_Armed_Forces | The_Land_of_Fire |
| 1088.0 | 6.6065854e7 | Azerbaijani_Armed_Forces | Baku_Victory_Parade_of_2020 |
| 1088.0 | 3434750.0 | Azerbaijani_Armed_Forces | United_States |
| 1088.0 | 3.9140285e7 | Azerbaijani_Armed_Forces | 23rd_Guards_Motor_Rifle_Division |
| 1088.0 | 5.7562858e7 | Azerbaijani_Armed_Forces | Elta |
| 1088.0 | 5306394.0 | Azerbaijani_Armed_Forces | Haditha,_Iraq |
| 1088.0 | 1.4305018e7 | Azerbaijani_Armed_Forces | Islamic_Republic_of_Iran_Armed_Forces |
| 1088.0 | 7150805.0 | Azerbaijani_Armed_Forces | National_parks_of_Azerbaijan |
| 1088.0 | 3295318.0 | Azerbaijani_Armed_Forces | Patrol_craft |
| 1088.0 | 1340560.0 | Azerbaijani_Armed_Forces | Treaty_of_Turkmenchay |
| 1088.0 | 2563036.0 | Azerbaijani_Armed_Forces | Hazi_Aslanov |
| 1088.0 | 381496.0 | Azerbaijani_Armed_Forces | JF-17 |
| 1088.0 | 3.5482625e7 | Azerbaijani_Armed_Forces | Armavir_Radar_Station |
| 1088.0 | 404448.0 | Azerbaijani_Armed_Forces | Azerbaijan_Soviet_Socialist_Republic |
| 1088.0 | 2.1653069e7 | Azerbaijani_Armed_Forces | Geology_of_Azerbaijan |
| 1088.0 | 4.0503488e7 | Azerbaijani_Armed_Forces | List_of_equipment_of_the_Azerbaijani_Land_Forces |
| 1088.0 | 408284.0 | Azerbaijani_Armed_Forces | List_of_political_parties_in_Azerbaijan |
| 1088.0 | 3.0927438e7 | Azerbaijani_Armed_Forces | Achaemenid_Empire |
| 1088.0 | 6.5910935e7 | Azerbaijani_Armed_Forces | For_the_Liberation_of_Jabrayil_Medal |
| 1088.0 | 162017.0 | Azerbaijani_Armed_Forces | Rayon |
| 1088.0 | 67658.0 | Azerbaijani_Armed_Forces | Bahrain_Defence_Force |
| 1088.0 | 4788086.0 | Azerbaijani_Armed_Forces | Azerbaijan_Medical_University |
| 1088.0 | 5.415509e7 | Azerbaijani_Armed_Forces | State_Service_for_Mobilization_and_Conscription_of_Azerbaijan |
| 1238.0 | 44975.0 | Atomic_bomb | Phrase |
| 1238.0 | 21785.0 | Atomic_bomb | Nuclear_weapon |
| 1342.0 | 1400.0 | A.D | Anno_Domini |
| 1580.0 | 6.5715134e7 | Alcidamas | RERO_(identifier) |
| 1580.0 | 13621.0 | Alcidamas | Hadrian |
| 1580.0 | 6.3435015e7 | Alcidamas | JSTOR_(identifier) |
| 1580.0 | 5.5017667e7 | Alcidamas | Muse |
| 1580.0 | 22022.0 | Alcidamas | Nietzsche |
| 1580.0 | 99665.0 | Alcidamas | Friedrich_Blass |
| 1580.0 | 168260.0 | Alcidamas | Isocrates |
| 1580.0 | 22537.0 | Alcidamas | Odysseus |
| 1580.0 | 2093019.0 | Alcidamas | Palamedes_(mythology) |
| 1580.0 | 1715161.0 | Alcidamas | Aeolis |
| 1580.0 | 4682035.0 | Alcidamas | Martin_Litchfield_West |
| 1580.0 | 4633006.0 | Alcidamas | Elaea_(Aeolis) |
| 1580.0 | 1216.0 | Alcidamas | Athens |
| 1580.0 | 5.5049264e7 | Alcidamas | ISBN_(identifier) |
| 1580.0 | 1.8935551e7 | Alcidamas | Public_domain |
| 1580.0 | 2.6273281e7 | Alcidamas | Messenia_(ancient_region) |
| 1580.0 | 1.5103874e7 | Alcidamas | Contest_of_Homer_and_Hesiod |
| 1580.0 | 66540.0 | Alcidamas | Ancient_Greece |
| 1580.0 | 98394.0 | Alcidamas | Gorgias |
| 1580.0 | 6771651.0 | Alcidamas | Teubner |
| 1580.0 | 25447.0 | Alcidamas | Rhetoric |
| 1580.0 | 49646.0 | Alcidamas | Sophist |
| 1580.0 | 6.3717472e7 | Alcidamas | SUDOC_(identifier) |
| 1580.0 | 6.371749e7 | Alcidamas | VIAF_(identifier) |
| 1580.0 | 1692816.0 | Alcidamas | Rhetoric_(Aristotle) |
| 1580.0 | 308.0 | Alcidamas | Aristotle |
| 1580.0 | 72624.0 | Alcidamas | Encyclopædia_Britannica_Eleventh_Edition |
| 1580.0 | 6.3826803e7 | Alcidamas | ISNI_(identifier) |
| 1580.0 | 11887.0 | Alcidamas | Greek_language |
| 1580.0 | 100109.0 | Alcidamas | John_Pentland_Mahaffy |
| 1580.0 | 30059.0 | Alcidamas | Troy |
| 1580.0 | 2.4392429e7 | Alcidamas | Commentaria_in_Aristotelem_Graeca |
| 1645.0 | 5.2933884e7 | Ibn_al-Haytham | Abu'l-Hasan_Bayhaqi |
| 1645.0 | 3.1562331e7 | Ibn_al-Haytham | Al-Kashkari |
| 1645.0 | 5280356.0 | Ibn_al-Haytham | Ibn_Sab'in |
| 1645.0 | 998087.0 | Ibn_al-Haytham | Ibn_Yunus |
| 1645.0 | 5.6795161e7 | Ibn_al-Haytham | Ibn_al-A'lam |
| 1645.0 | 1845906.0 | Ibn_al-Haytham | Jaghmini |
| 1645.0 | 4.2199619e7 | Ibn_al-Haytham | Schools_of_Islamic_theology |
| 1645.0 | 2042047.0 | Ibn_al-Haytham | Burhan-ud-din_Kermani |
| 1645.0 | 6596725.0 | Ibn_al-Haytham | Equatorium |
| 1645.0 | 5553121.0 | Ibn_al-Haytham | Latin_translations_of_the_12th_century |
| 1645.0 | 21664.0 | Ibn_al-Haytham | Nebula |
| 1645.0 | 4.7324624e7 | Ibn_al-Haytham | Sadr_ad-Din_Dashtaki |
| 1645.0 | 1.0536691e7 | Ibn_al-Haytham | Thabit_ibn_Qurra |
| 1645.0 | 3.7091344e7 | Ibn_al-Haytham | Al-Harith_ibn_Kalada |
| 1645.0 | 3.5633616e7 | Ibn_al-Haytham | Gholamhossein_Ebrahimi_Dinani |
| 1645.0 | 3022468.0 | Ibn_al-Haytham | Qalb |
| 1645.0 | 5334607.0 | Ibn_al-Haytham | Africa |
| 1645.0 | 4849167.0 | Ibn_al-Haytham | Brethren_of_Purity |
| 1645.0 | 2710259.0 | Ibn_al-Haytham | Jonah_ibn_Janah |
| 1645.0 | 1973599.0 | Ibn_al-Haytham | Martin_Lings |
| 1645.0 | 6.5715134e7 | Ibn_al-Haytham | RERO_(identifier) |
| 1645.0 | 3.7489481e7 | Ibn_al-Haytham | Transactions_of_the_American_Philosophical_Society |
| 1645.0 | 5.1215718e7 | Ibn_al-Haytham | Witelo |
| 1645.0 | 1.2765677e7 | Ibn_al-Haytham | Da'ud_Abu_al-Fadl |
| 1645.0 | 1591728.0 | Ibn_al-Haytham | Emission_theory_(vision) |
| 1645.0 | 13758.0 | Ibn_al-Haytham | History_of_physics |
| 1645.0 | 5.0899261e7 | Ibn_al-Haytham | Ibrahim_ibn_Said_al-Sahli |
| 1645.0 | 6.4412472e7 | Ibn_al-Haytham | Qazi_Sa’id_Qumi |
| 1645.0 | 9117159.0 | Ibn_al-Haytham | Sahl_ibn_Bishr |
| 1645.0 | 1766908.0 | Ibn_al-Haytham | 'Ali_ibn_al-'Abbas_al-Majusi |
| 1645.0 | 4.7317789e7 | Ibn_al-Haytham | 1001_Inventions_and_the_World_of_Ibn_Al-Haytham |
| 1645.0 | 5367777.0 | Ibn_al-Haytham | Abu_Sa'id_al-Afif |
| 1645.0 | 506138.0 | Ibn_al-Haytham | Ali_ibn_Sahl_Rabban_al-Tabari |
| 1645.0 | 317238.0 | Ibn_al-Haytham | Book_of_Fixed_Stars |
| 1645.0 | 14400.0 | Ibn_al-Haytham | History_of_science |
| 1645.0 | 1070221.0 | Ibn_al-Haytham | Human_eye |
| 1645.0 | 14909.0 | Ibn_al-Haytham | Inertia |
| 1645.0 | 7898478.0 | Ibn_al-Haytham | Jamal_ad-Din_Bukhari |
| 1645.0 | 482938.0 | Ibn_al-Haytham | Medieval_medicine_of_Western_Europe |
| 1645.0 | 4.6320983e7 | Ibn_al-Haytham | Shah_Waliullah_Dehlawi |
| 1645.0 | 1593115.0 | Ibn_al-Haytham | Shams_Tabrizi |
| 1645.0 | 32127.0 | Ibn_al-Haytham | University_of_Chicago |
| 1645.0 | 884495.0 | Ibn_al-Haytham | Bibliothèque_nationale |
| 1645.0 | 86728.0 | Ibn_al-Haytham | Bodleian_Library |
| 1645.0 | 3515519.0 | Ibn_al-Haytham | Lambert_quadrilateral |
| 1645.0 | 3.3383114e7 | Ibn_al-Haytham | Muhammad_ibn_Abi_Bakr_al‐Farisi |
| 1645.0 | 201359.0 | Ibn_al-Haytham | Squaring_the_circle |
| 1645.0 | 7.2112001e7 | Ibn_al-Haytham | Abdollah_ibn_Bukhtishu |
| 1645.0 | 196242.0 | Ibn_al-Haytham | Averroism |
| 1645.0 | 1864889.0 | Ibn_al-Haytham | Cosmology |
| 1645.0 | 302794.0 | Ibn_al-Haytham | Depth_perception |
| 1645.0 | 1.6770522e7 | Ibn_al-Haytham | Fathullah_Shirazi |
| 1645.0 | 2.8645073e7 | Ibn_al-Haytham | Ibn_al-Yasamin |
| 1645.0 | 142601.0 | Ibn_al-Haytham | John_Peckham |
| 1645.0 | 5762980.0 | Ibn_al-Haytham | Nisba_(onomastics) |
| 1645.0 | 6.2773262e7 | Ibn_al-Haytham | Sadr_al-Shari'a_al-Asghar |
| 1645.0 | 1741183.0 | Ibn_al-Haytham | Yaʿqūb_ibn_Ṭāriq |
| 1645.0 | 64203.0 | Ibn_al-Haytham | Zaragoza |
| 1645.0 | 4.6781843e7 | Ibn_al-Haytham | Abu_Bakr_Rabee_Ibn_Ahmad_Al-Akhawyni_Bokhari |
| 1645.0 | 6.469612e7 | Ibn_al-Haytham | Al-Badi'_al-Asturlabi |
| 1645.0 | 3510457.0 | Ibn_al-Haytham | Hadi_Sabzavari |
| 1645.0 | 13771.0 | Ibn_al-Haytham | Hellenistic_civilization |
| 1645.0 | 420409.0 | Ibn_al-Haytham | Jami |
| 1645.0 | 1.3226237e7 | Ibn_al-Haytham | Mural_instrument |
| 1645.0 | 2042430.0 | Ibn_al-Haytham | Qumri |
| 1645.0 | 33603.0 | Ibn_al-Haytham | Wrocław |
| 1645.0 | 1.0713305e7 | Ibn_al-Haytham | Abu_Mansur_al-Baghdadi |
| 1645.0 | 5.3368843e7 | Ibn_al-Haytham | Al-Ashraf_Umar_II |
| 1645.0 | 179645.0 | Ibn_al-Haytham | Ash'ari |
| 1645.0 | 5.3093385e7 | Ibn_al-Haytham | Athīr_al-Dīn_al-Abharī |
| 1645.0 | 2666097.0 | Ibn_al-Haytham | Ayn_al-Quzat_Hamadani |
| 1645.0 | 4621330.0 | Ibn_al-Haytham | Banū_Mūsā |
| 1645.0 | 1524517.0 | Ibn_al-Haytham | Chinese_astronomy |
| 1645.0 | 4.2421061e7 | Ibn_al-Haytham | Hiding_in_the_Light |
| 1645.0 | 929147.0 | Ibn_al-Haytham | Moonlight |
| 1645.0 | 8510733.0 | Ibn_al-Haytham | Muhyi_al-Din_al-Maghribi |
| 1645.0 | 22989.0 | Ibn_al-Haytham | Paris |
| 1645.0 | 3.2111866e7 | Ibn_al-Haytham | Ibn_Abi_Ramtha_al-Tamimi |
| 1645.0 | 6.3435015e7 | Ibn_al-Haytham | JSTOR_(identifier) |
| 1645.0 | 6.1571532e7 | Ibn_al-Haytham | Lens_(optics) |
| 1645.0 | 39098.0 | Ibn_al-Haytham | Physical_law |
| 1645.0 | 7.1245601e7 | Ibn_al-Haytham | Shahab_al-Din_Yahya_ibn_Habash_Suhrawardi |
| 1645.0 | 2.4923294e7 | Ibn_al-Haytham | Ulugh_Beg_Observatory |
| 1645.0 | 1253603.0 | Ibn_al-Haytham | Abu_Ma'shar_al-Balkhi |
| 1645.0 | 1782729.0 | Ibn_al-Haytham | Al-Mahani |
| 1645.0 | 1587482.0 | Ibn_al-Haytham | Al-Qabisi |
| 1645.0 | 1.1089309e7 | Ibn_al-Haytham | Al-Ḥajjāj_ibn_Yūsuf_ibn_Maṭar |
| 1645.0 | 1271962.0 | Ibn_al-Haytham | Billiard_table |
| 1645.0 | 1.1828715e7 | Ibn_al-Haytham | Book_of_Optics |
| 1645.0 | 5286621.0 | Ibn_al-Haytham | Ephraim_ibn_al-Za'faran |
| 1645.0 | 3.0864628e7 | Ibn_al-Haytham | European_science_in_the_Middle_Ages |
| 1645.0 | 719601.0 | Ibn_al-Haytham | MIT_Press |
| 1645.0 | 1.3692155e7 | Ibn_al-Haytham | Philosophy |
| 1645.0 | 3.5216988e7 | Ibn_al-Haytham | Rajab_Ali_Tabrizi |
| 1645.0 | 39420.0 | Ibn_al-Haytham | Right_triangle |
| 1645.0 | 2538627.0 | Ibn_al-Haytham | Yusuf_al-Mu'taman_ibn_Hud |
| 1645.0 | 1189485.0 | Ibn_al-Haytham | Abu_al-Wafa'_Buzjani |
| 1645.0 | 1.0879533e7 | Ibn_al-Haytham | Aja'ib_al-Makhluqat |
| 1645.0 | 355643.0 | Ibn_al-Haytham | Al-Andalus |
| 1645.0 | 4.3402124e7 | Ibn_al-Haytham | Commentary_on_Anatomy_in_Avicenna's_Canon |
| 1645.0 | 8451005.0 | Ibn_al-Haytham | Haji_Bayram_Veli |
| 1645.0 | 1.0082768e7 | Ibn_al-Haytham | Hockney–Falco_thesis |
| 1645.0 | 2.6634144e7 | Ibn_al-Haytham | Ibn_Sina_Academy_of_Medieval_Medicine_and_Sciences |
| 1645.0 | 1741520.0 | Ibn_al-Haytham | Kamāl_al-Dīn_al-Fārisī |
| 1645.0 | 3.2078146e7 | Ibn_al-Haytham | Muhammad_ibn_Aslam_Al-Ghafiqi |
| 1645.0 | 439770.0 | Ibn_al-Haytham | Abu_Nasr_Mansur |
| 1645.0 | 4158200.0 | Ibn_al-Haytham | Asabiyyah |
| 1645.0 | 236674.0 | Ibn_al-Haytham | Ayurveda |
| 1645.0 | 380406.0 | Ibn_al-Haytham | Comparative_psychology |
| 1645.0 | 13450.0 | Ibn_al-Haytham | Hebrew_language |
| 1645.0 | 8066479.0 | Ibn_al-Haytham | Maslaha |
| 1645.0 | 2042612.0 | Ibn_al-Haytham | Masʽud_ibn_Muhammad_Sijzi |
| 1645.0 | 19323.0 | Ibn_al-Haytham | Middle_East |
| 1645.0 | 53497.0 | Ibn_al-Haytham | Optical_illusion |
| 1645.0 | 1.6926318e7 | Ibn_al-Haytham | Equatorial_ring |
| 1645.0 | 6330034.0 | Ibn_al-Haytham | Eutychius_of_Alexandria |
| 1645.0 | 12558.0 | Ibn_al-Haytham | Galaxy |
| 1645.0 | 2.1854422e7 | Ibn_al-Haytham | Lune_of_Hippocrates |
| 1645.0 | 1.0827654e7 | Ibn_al-Haytham | Mir_Fendereski |
| 1645.0 | 20545.0 | Ibn_al-Haytham | Mirror |
| 1645.0 | 1.5309628e7 | Ibn_al-Haytham | Muhammad_Ali_Astarabadi |
| 1645.0 | 48334.0 | Ibn_al-Haytham | Retina |
| 1645.0 | 3450546.0 | Ibn_al-Haytham | Sufi_metaphysics |
| 1645.0 | 2.1691772e7 | Ibn_al-Haytham | Yahya_ibn_Sarafyun |
| 1645.0 | 1560514.0 | Ibn_al-Haytham | Ahmad_ibn_Yusuf |
| 1645.0 | 8230922.0 | Ibn_al-Haytham | Hamid_al-Din_al-Kirmani |
| 1645.0 | 6785051.0 | Ibn_al-Haytham | History_of_trigonometry |
| 1645.0 | 5.7151342e7 | Ibn_al-Haytham | Ibn_Ishaq_al-Tunisi |
| 1645.0 | 1.5515167e7 | Ibn_al-Haytham | Ibn_al-Kattani |
| 1645.0 | 1830000.0 | Ibn_al-Haytham | Inundation |
| 1645.0 | 3035257.0 | Ibn_al-Haytham | Masarjawaih |
| 1645.0 | 6.4652504e7 | Ibn_al-Haytham | Zaynab_al-Awadiya |
| 1645.0 | 272065.0 | Ibn_al-Haytham | Al-Kindi |
| 1645.0 | 2.2509814e7 | Ibn_al-Haytham | Al-Qifti |
| 1645.0 | 6.5419249e7 | Ibn_al-Haytham | Ali_ibn_Khalaf |
| 1645.0 | 283120.0 | Ibn_al-Haytham | American_Philosophical_Society |
| 1645.0 | 47836.0 | Ibn_al-Haytham | Averroes |
| 1645.0 | 8425211.0 | Ibn_al-Haytham | Dictionary_of_Scientific_Biography |
| 1645.0 | 3143150.0 | Ibn_al-Haytham | History_of_scientific_method |
| 1645.0 | 6.5706161e7 | Ibn_al-Haytham | Ibn_Abi_Usaibia |
| 1645.0 | 2.7578277e7 | Ibn_al-Haytham | Ibn_al-Kammad |
| 1645.0 | 464693.0 | Ibn_al-Haytham | Mathworld |
| 1645.0 | 144553.0 | Ibn_al-Haytham | Projectile |
| 1645.0 | 3871014.0 | Ibn_al-Haytham | Rainbow |
| 1645.0 | 1.4835428e7 | Ibn_al-Haytham | Temporal_finitism |
| 1645.0 | 3.5861222e7 | Ibn_al-Haytham | Abū_al‐ʿUqūl |
| 1645.0 | 274751.0 | Ibn_al-Haytham | Al-Azhar_University |
| 1645.0 | 803.0 | Ibn_al-Haytham | Arabic |
| 1645.0 | 5839243.0 | Ibn_al-Haytham | Flooding_of_the_Nile |
| 1645.0 | 3013733.0 | Ibn_al-Haytham | Ibn_Abi_Usaybi'a |
| 1645.0 | 2.0407945e7 | Ibn_al-Haytham | Ibn_al-Wafid |
| 1645.0 | 2589714.0 | Ibn_al-Haytham | Milky_Way |
| 1645.0 | 1972777.0 | Ibn_al-Haytham | Neil_deGrasse_Tyson |
| 1645.0 | 1.0712582e7 | Ibn_al-Haytham | Sinan_ibn_Thabit |
| 1645.0 | 175040.0 | Ibn_al-Haytham | Al-Farabi |
| 1645.0 | 2.2341957e7 | Ibn_al-Haytham | Ali_al-Ridha |
| 1645.0 | 1778258.0 | Ibn_al-Haytham | Alī_ibn_Ahmad_al-Nasawī |
| 1645.0 | 4831143.0 | Ibn_al-Haytham | Ancient_Greek_medicine |
| 1645.0 | 157898.0 | Ibn_al-Haytham | Eye |
| 1645.0 | 1782358.0 | Ibn_al-Haytham | Ibn_Abi_Sadiq |
| 1645.0 | 6328738.0 | Ibn_al-Haytham | Ibn_Mu'adh_al-Jayyani |
| 1645.0 | 5.6793125e7 | Ibn_al-Haytham | Ibn_al‐Raqqam |
| 1645.0 | 23231.0 | Ibn_al-Haytham | Parabola |
| 1645.0 | 7211548.0 | Ibn_al-Haytham | Predestination_in_Islam |
| 1645.0 | 44328.0 | Ibn_al-Haytham | Ulugh_Beg |
| 1645.0 | 2.3538754e7 | Ibn_al-Haytham | Wayback_Machine |
| 1645.0 | 1740825.0 | Ibn_al-Haytham | Athir_al-Din_al-Abhari |
| 1645.0 | 536739.0 | Ibn_al-Haytham | Avempace |
| 1645.0 | 577287.0 | Ibn_al-Haytham | Buyid_dynasty |
| 1645.0 | 92550.0 | Ibn_al-Haytham | Omar_Khayyam |
| 1645.0 | 1.854116e7 | Ibn_al-Haytham | Abū_Rayhān_al-Bīrūnī |
| 1645.0 | 804218.0 | Ibn_al-Haytham | Astronomical_clock |
| 1645.0 | 6.3434964e7 | Ibn_al-Haytham | CiteSeerX_(identifier) |
| 1645.0 | 316410.0 | Ibn_al-Haytham | Compass_rose |
| 1645.0 | 9417.0 | Ibn_al-Haytham | Euclidean_geometry |
| 1645.0 | 8232680.0 | Ibn_al-Haytham | Ibn_al-Jazzar |
| 1645.0 | 2742403.0 | Ibn_al-Haytham | Mathematical_Association |
| 1645.0 | 3.1327881e7 | Ibn_al-Haytham | Na'im_ibn_Musa |
| 1645.0 | 25948.0 | Ibn_al-Haytham | Refraction |
| 1645.0 | 1766960.0 | Ibn_al-Haytham | Abu_al-Hasan_al-Tabari |
| 1645.0 | 3393371.0 | Ibn_al-Haytham | Hindu–Arabic_numeral_system |
| 1645.0 | 1162119.0 | Ibn_al-Haytham | Mohammed_Arkoun |
| 1645.0 | 1099413.0 | Ibn_al-Haytham | Orbital_eccentricity |
| 1645.0 | 1015358.0 | Ibn_al-Haytham | Vitello |
| 1645.0 | 2041982.0 | Ibn_al-Haytham | Al-Shahrazuri |
| 1645.0 | 1720221.0 | Ibn_al-Haytham | Alfonsine_tables |
| 1645.0 | 1.1048781e7 | Ibn_al-Haytham | Charles_M._Falco |
| 1645.0 | 6.3562501e7 | Ibn_al-Haytham | Hossein_Nasr |
| 1645.0 | 17902.0 | Ibn_al-Haytham | Leonhard_Euler |
| 1645.0 | 7.1598945e7 | Ibn_al-Haytham | National_Library_of_the_Argentine_Republic |
| 1645.0 | 23670.0 | Ibn_al-Haytham | Perfect_number |
| 1645.0 | 1.5927465e7 | Ibn_al-Haytham | The_Remaining_Signs_of_Past_Centuries |
| 1645.0 | 1461001.0 | Ibn_al-Haytham | University_of_al-Qarawiyyin |
| 1645.0 | 3.4781942e7 | Ibn_al-Haytham | Abd_al‐Wajid |
| 1645.0 | 1766622.0 | Ibn_al-Haytham | Abolfadl_Harawi |
| 1645.0 | 6.082025e7 | Ibn_al-Haytham | Al-Hawi |
| 1645.0 | 665027.0 | Ibn_al-Haytham | Fourth_power |
| 1645.0 | 2.3568467e7 | Ibn_al-Haytham | Rashidun_al-Suri |
| 1645.0 | 4647532.0 | Ibn_al-Haytham | Shams_al-Din_Abu_Abd_Allah_al-Khalili |
| 1645.0 | 2.4712247e7 | Ibn_al-Haytham | Ya'ish_ibn_Ibrahim_al-Umawi |
| 1645.0 | 5.5495903e7 | Ibn_al-Haytham | 1001_Inventions |
| 1645.0 | 1.0730931e7 | Ibn_al-Haytham | Al-Mu'taman_ibn_Hud |
| 1645.0 | 1174529.0 | Ibn_al-Haytham | Al-Tasrif |
| 1645.0 | 4.3350725e7 | Ibn_al-Haytham | Euclid–Euler_theorem |
| 1645.0 | 360726.0 | Ibn_al-Haytham | Planisphere |
| 1645.0 | 6.0782023e7 | Ibn_al-Haytham | Shmuel_Sambursky |
| 1645.0 | 2.1800807e7 | Ibn_al-Haytham | Zakhireye_Khwarazmshahi |
| 1645.0 | 1.6424083e7 | Ibn_al-Haytham | 59239_Alhazen |
| 1645.0 | 5089990.0 | Ibn_al-Haytham | Ahmad_al-Buni |
| 1645.0 | 482939.0 | Ibn_al-Haytham | Al-Hakim_bi-Amr_Allah |
| 1645.0 | 2.7361247e7 | Ibn_al-Haytham | Al-Kharaqī |
| 1645.0 | 4.9712277e7 | Ibn_al-Haytham | Al-Ruhawi |
| 1645.0 | 5.6447306e7 | Ibn_al-Haytham | Alam_al-Din_al-Hanafi |
| 1645.0 | 51518.0 | Ibn_al-Haytham | Dam |
| 1645.0 | 1602822.0 | Ibn_al-Haytham | Haji_Bektash_Veli |
| 1645.0 | 1467830.0 | Ibn_al-Haytham | Ibn_Hazm |
| 1645.0 | 14810.0 | Ibn_al-Haytham | Islamic_calendar |
| 1645.0 | 1.3861753e7 | Ibn_al-Haytham | Said_al-Andalusi |
| 1645.0 | 1917134.0 | Ibn_al-Haytham | Sultan_Ali_Khorasani |
| 1645.0 | 30503.0 | Ibn_al-Haytham | Theology |
| 1645.0 | 2674.0 | Ibn_al-Haytham | Abd_al-Latif_al-Baghdadi |
| 1645.0 | 4849234.0 | Ibn_al-Haytham | Encyclopedia_of_the_Brethren_of_Purity |
| 1645.0 | 9239.0 | Ibn_al-Haytham | Europe |
| 1645.0 | 150257.0 | Ibn_al-Haytham | Feigned_madness |
| 1645.0 | 577201.0 | Ibn_al-Haytham | Frithjof_Schuon |
| 1645.0 | 2.6482067e7 | Ibn_al-Haytham | Kepler |
| 1645.0 | 17730.0 | Ibn_al-Haytham | Latin |
| 1645.0 | 145845.0 | Ibn_al-Haytham | Paraboloid |
| 1645.0 | 25525.0 | Ibn_al-Haytham | René_Descartes |
| 1645.0 | 2042576.0 | Ibn_al-Haytham | Amin_al-Din_Rashid_al-Din_Vatvat |
| 1645.0 | 361897.0 | Ibn_al-Haytham | Astrophysics |
| 1645.0 | 1.3083487e7 | Ibn_al-Haytham | Baha'_al-din_al-'Amili |
| 1645.0 | 17939.0 | Ibn_al-Haytham | Light |
| 1645.0 | 1731800.0 | Ibn_al-Haytham | Triquetrum_(astronomy) |
| 1645.0 | 5.3082933e7 | Ibn_al-Haytham | Abu_al-Hasan_al-Ahwazi |
| 1645.0 | 7718539.0 | Ibn_al-Haytham | Al-'Adudi_Hospital |
| 1645.0 | 3.1076646e7 | Ibn_al-Haytham | Al_Achsasi_al_Mouakket |
| 1645.0 | 1.0923902e7 | Ibn_al-Haytham | Dream_Pool_Essays |
| 1645.0 | 3467826.0 | Ibn_al-Haytham | House_of_Knowledge |
| 1645.0 | 1.327905e7 | Ibn_al-Haytham | Ibn_Butlan |
| 1645.0 | 5741464.0 | Ibn_al-Haytham | Ibn_al-Baytar |
| 1645.0 | 685895.0 | Ibn_al-Haytham | René_Guénon |
| 1645.0 | 2.3477491e7 | Ibn_al-Haytham | Sadr_al-Din_al-Qunawi |
| 1645.0 | 1768580.0 | Ibn_al-Haytham | Sharaf_al-Din_al-Tusi |
| 1645.0 | 2.4703916e7 | Ibn_al-Haytham | Sullam_al-sama' |
| 1645.0 | 1245987.0 | Ibn_al-Haytham | Ziauddin_Sardar |
| 1645.0 | 7.1370184e7 | Ibn_al-Haytham | Ali_ibn_Yusuf_al-Ilaqi |
| 1645.0 | 102182.0 | Ibn_al-Haytham | Celestial_mechanics |
| 1645.0 | 2695116.0 | Ibn_al-Haytham | Contemporary_Islamic_philosophy |
| 1645.0 | 6733941.0 | Ibn_al-Haytham | Friedrich_Risner |
| 1645.0 | 12326.0 | Ibn_al-Haytham | Galen |
| 1645.0 | 1232660.0 | Ibn_al-Haytham | Syed_Muhammad_Naquib_al-Attas |
| 1645.0 | 5676618.0 | Ibn_al-Haytham | Al-Mawrid |
| 1645.0 | 1130.0 | Ibn_al-Haytham | Avicenna |
| 1645.0 | 1.4918546e7 | Ibn_al-Haytham | Avicennism |
| 1645.0 | 4536514.0 | Ibn_al-Haytham | Babylonian_astronomy |
| 1645.0 | 432591.0 | Ibn_al-Haytham | CNRS |
| 1645.0 | 1.5820227e7 | Ibn_al-Haytham | History_of_Science_and_Technology_in_China |
| 1645.0 | 2041938.0 | Ibn_al-Haytham | Mansur_ibn_Ilyas |
| 1645.0 | 2412780.0 | Ibn_al-Haytham | Sic |
| 1645.0 | 8768926.0 | Ibn_al-Haytham | Aguilonius |
| 1645.0 | 8284152.0 | Ibn_al-Haytham | Bimaristan |
| 1645.0 | 6293.0 | Ibn_al-Haytham | Cairo |
| 1645.0 | 326595.0 | Ibn_al-Haytham | Fakhr_al-Din_al-Razi |
| 1645.0 | 2.1573591e7 | Ibn_al-Haytham | Islamic_geometric_patterns |
| 1645.0 | 389418.0 | Ibn_al-Haytham | John_Pecham |
| 1645.0 | 4.5387547e7 | Ibn_al-Haytham | Physics_in_medieval_Islam |
| 1645.0 | 2226012.0 | Ibn_al-Haytham | Shambhala_Publications |
| 1645.0 | 2.755431e7 | Ibn_al-Haytham | Abu_Jafar_ibn_Harun_al-Turjali |
| 1645.0 | 353215.0 | Ibn_al-Haytham | Al-Zahrawi |
| 1645.0 | 39316.0 | Ibn_al-Haytham | Compass |
| 1645.0 | 241528.0 | Ibn_al-Haytham | Jacob_Bronowski |
| 1645.0 | 3.9127918e7 | Ibn_al-Haytham | Mohammed_ibn_Abdun_al-Jabali |
| 1645.0 | 204511.0 | Ibn_al-Haytham | Scientific_skepticism |
| 1645.0 | 5.4447016e7 | Ibn_al-Haytham | Victor_J._Katz |
| 1645.0 | 2.3442952e7 | Ibn_al-Haytham | Yang_Guangxian |
| 1645.0 | 1019879.0 | Ibn_al-Haytham | Alhazen_(crater) |
| 1645.0 | 257242.0 | Ibn_al-Haytham | Apollonius_of_Perga |
| 1645.0 | 57580.0 | Ibn_al-Haytham | Basra |
| 1645.0 | 2.4893445e7 | Ibn_al-Haytham | Book_of_the_Ten_Treatises_of_the_Eye |
| 1645.0 | 143608.0 | Ibn_al-Haytham | Deferent_and_epicycle |
| 1645.0 | 5.5808289e7 | Ibn_al-Haytham | Janus_(journal) |
| 1645.0 | 1.0780372e7 | Ibn_al-Haytham | Muhammad_Baqir_Yazdi |
| 1645.0 | 1766702.0 | Ibn_al-Haytham | Nazif_ibn_Yumn |
| 1645.0 | 4.8253059e7 | Ibn_al-Haytham | Salat |
| 1645.0 | 1696685.0 | Ibn_al-Haytham | Tacuinum_Sanitatis |
| 1645.0 | 3861353.0 | Ibn_al-Haytham | Babylonian_mathematics |
| 1645.0 | 1.7365905e7 | Ibn_al-Haytham | Dawūd_al-Qayṣarī |
| 1645.0 | 6.0347068e7 | Ibn_al-Haytham | Jalaladdin_Davani |
| 1645.0 | 18836.0 | Ibn_al-Haytham | Middle_Ages |
| 1645.0 | 3022453.0 | Ibn_al-Haytham | Nafs |
| 1645.0 | 5186903.0 | Ibn_al-Haytham | Tusi_couple |
| 1645.0 | 2428.0 | Ibn_al-Haytham | Analog_computer |
| 1645.0 | 1.1453823e7 | Ibn_al-Haytham | Byzantine_science |
| 1645.0 | 6.7975278e7 | Ibn_al-Haytham | History_of_science_in_the_Renaissance |
| 1645.0 | 166162.0 | Ibn_al-Haytham | Islamic_philosophy |
| 1645.0 | 645208.0 | Ibn_al-Haytham | Equant |
| 1645.0 | 7.1175005e7 | Ibn_al-Haytham | Mahmud_Hudayi |
| 1645.0 | 1.5233821e7 | Ibn_al-Haytham | Psychology_in_the_medieval_Islamic_world |
| 1645.0 | 2.1691805e7 | Ibn_al-Haytham | Serapion_the_Younger |
| 1645.0 | 7627.0 | Ibn_al-Haytham | The_Canterbury_Tales |
| 1645.0 | 5.549544e7 | Ibn_al-Haytham | Alhazen_(disambiguation) |
| 1645.0 | 2.4464339e7 | Ibn_al-Haytham | Arab |
| 1645.0 | 2.8700369e7 | Ibn_al-Haytham | Ibn_Ghazi_al-Miknasi |
| 1645.0 | 199169.0 | Ibn_al-Haytham | Ibn_Khaldun |
| 1645.0 | 1.9018638e7 | Ibn_al-Haytham | Islamic_mathematics |
| 1645.0 | 18079.0 | Ibn_al-Haytham | Leonardo_da_Vinci |
| 1645.0 | 2.7405151e7 | Ibn_al-Haytham | Muhammad_al-Rudani |
| 1645.0 | 6.7427596e7 | Ibn_al-Haytham | Qadi_Mir_Husayn_al-Maybudi |
| 1645.0 | 4.0311818e7 | Ibn_al-Haytham | Roger_Highfield |
| 1645.0 | 207174.0 | Ibn_al-Haytham | Triangulation |
| 1645.0 | 2.7579858e7 | Ibn_al-Haytham | Abu_al-Salt |
| 1645.0 | 3.5777337e7 | Ibn_al-Haytham | Cosmos:_A_Spacetime_Odyssey |
| 1645.0 | 4512160.0 | Ibn_al-Haytham | Flooding |
| 1645.0 | 1.4973076e7 | Ibn_al-Haytham | Medical_Renaissance |
| 1645.0 | 6.1415405e7 | Ibn_al-Haytham | Muhammad_Husayn_Tabataba'i |
| 1645.0 | 1.6593123e7 | Ibn_al-Haytham | Nader_El-Bizri |
| 1645.0 | 5290740.0 | Ibn_al-Haytham | Sa'ad_al-Dawla |
| 1645.0 | 982540.0 | Ibn_al-Haytham | Taqi_ad-Din_Muhammad_ibn_Ma'ruf |
| 1645.0 | 928.0 | Ibn_al-Haytham | Axiom |
| 1645.0 | 3.833419e7 | Ibn_al-Haytham | Bruges |
| 1645.0 | 11114.0 | Ibn_al-Haytham | Fiqh |
| 1645.0 | 2.9688374e7 | Ibn_al-Haytham | Galileo_Galilei |
| 1645.0 | 2618724.0 | Ibn_al-Haytham | John_L._Esposito |
| 1645.0 | 1.8426568e7 | Ibn_al-Haytham | NASA |
| 1645.0 | 5.7398059e7 | Ibn_al-Haytham | Najm_al‐Din_al‐Misri |
| 1645.0 | 5.1317367e7 | Ibn_al-Haytham | Nastulus |
| 1645.0 | 202444.0 | Ibn_al-Haytham | Ummah |
| 1645.0 | 2.8820168e7 | Ibn_al-Haytham | Abd_al-Rahman_al-Jadiri |
| 1645.0 | 1767004.0 | Ibn_al-Haytham | Abu_Mansur_Muwaffaq |
| 1645.0 | 1.9217647e7 | Ibn_al-Haytham | Abul_Qasim_ibn_Mohammed_al-Ghassani |
| 1645.0 | 1741220.0 | Ibn_al-Haytham | Bukhtishu |
| 1645.0 | 3.2142292e7 | Ibn_al-Haytham | Ibrahim_ibn_Baks |
| 1645.0 | 1782585.0 | Ibn_al-Haytham | Jabril_ibn_Bukhtishu |
| 1645.0 | 2527706.0 | Ibn_al-Haytham | Mir_Damad |
| 1645.0 | 2984836.0 | Ibn_al-Haytham | Ophthalmology_in_the_medieval_Islamic_world |
| 1645.0 | 22308.0 | Ibn_al-Haytham | Oxford |
| 1645.0 | 50585.0 | Ibn_al-Haytham | Philadelphia |
| 1645.0 | 1.9883086e7 | Ibn_al-Haytham | Philip_Sherrard |
| 1645.0 | 230250.0 | Ibn_al-Haytham | The_Ascent_of_Man |
| 1645.0 | 1964954.0 | Ibn_al-Haytham | University_of_Chicago_Press |
| 1645.0 | 262757.0 | Ibn_al-Haytham | Abd_al-Rahman_al-Sufi |
| 1645.0 | 2.8622697e7 | Ibn_al-Haytham | Ahmad_ibn_Munim_al-Abdari |
| 1645.0 | 86822.0 | Ibn_al-Haytham | Ali_ibn_Isa_al-Asturlabi |
| 1645.0 | 2.8977437e7 | Ibn_al-Haytham | Fouad_Zakariyya |
| 1645.0 | 5.3090488e7 | Ibn_al-Haytham | Haseb-i_Tabari |
| 1645.0 | 3.6545044e7 | Ibn_al-Haytham | Ibn_Jumayʿ |
| 1645.0 | 9001042.0 | Ibn_al-Haytham | Islamic_ethics |
| 1645.0 | 18957.0 | Ibn_al-Haytham | Medicine |
| 1645.0 | 5.4421139e7 | Ibn_al-Haytham | Muhammad_al-Baghdadi |
| 1645.0 | 63098.0 | Ibn_al-Haytham | Optic_chiasm |
| 1645.0 | 2.8005345e7 | Ibn_al-Haytham | Sadid_al-Din_al-Kazaruni |
| 1645.0 | 28246.0 | Ibn_al-Haytham | Sufism |
| 1645.0 | 3.2309672e7 | Ibn_al-Haytham | Abd_al-Razzaq_Lahiji |
| 1645.0 | 192230.0 | Ibn_al-Haytham | Almanac |
| 1645.0 | 2426527.0 | Ibn_al-Haytham | Ibn_al-Nafis |
| 1645.0 | 1.3433019e7 | Ibn_al-Haytham | Intromission_theory |
| 1645.0 | 1.1011952e7 | Ibn_al-Haytham | Kamal_al-Din_al-Farisi |
| 1645.0 | 94721.0 | Ibn_al-Haytham | Robert_Grosseteste |
| 1645.0 | 5290954.0 | Ibn_al-Haytham | Abu_al-Bayan_ibn_al-Mudawwar |
| 1645.0 | 2045119.0 | Ibn_al-Haytham | Abu_al-Hakam_al-Kirmani |
| 1645.0 | 2.8208073e7 | Ibn_al-Haytham | Afdal_al-Din_Kashani |
| 1645.0 | 2643686.0 | Ibn_al-Haytham | Aga_Khan_University |
| 1645.0 | 174410.0 | Ibn_al-Haytham | Armillary_sphere |
| 1645.0 | 383129.0 | Ibn_al-Haytham | Celestial_spheres |
| 1645.0 | 48167.0 | Ibn_al-Haytham | Congruence_relation |
| 1645.0 | 244588.0 | Ibn_al-Haytham | Heliocentrism |
| 1645.0 | 4.7787936e7 | Ibn_al-Haytham | Schema_for_horizontal_dials |
| 1645.0 | 1.3224789e7 | Ibn_al-Haytham | Sextant_(astronomy) |
| 1645.0 | 6.6426206e7 | Ibn_al-Haytham | American_Mathematical_Monthly |
| 1645.0 | 6012554.0 | Ibn_al-Haytham | Cosmology_in_medieval_Islam |
| 1645.0 | 3263095.0 | Ibn_al-Haytham | Ehmedê_Xanî |
| 1645.0 | 1002657.0 | Ibn_al-Haytham | Nasir_Khusraw |
| 1645.0 | 1782879.0 | Ibn_al-Haytham | Shapur_ibn_Sahl |
| 1645.0 | 6.8869871e7 | Ibn_al-Haytham | Ahi_Evren |
| 1645.0 | 172394.0 | Ibn_al-Haytham | Georg_von_Peuerbach |
| 1645.0 | 294211.0 | Ibn_al-Haytham | Globe |
| 1645.0 | 3302534.0 | Ibn_al-Haytham | List_of_Muslim_philosophers |
| 1645.0 | 1741105.0 | Ibn_al-Haytham | Muḥammad_ibn_Ibrāhīm_al-Fazārī |
| 1645.0 | 985414.0 | Ibn_al-Haytham | Nasir_al-Din_Nasir_Hunzai |
| 1645.0 | 6.3434832e7 | Ibn_al-Haytham | PMC_(identifier) |
| 1645.0 | 16433.0 | Ibn_al-Haytham | Rumi |
| 1645.0 | 1840548.0 | Ibn_al-Haytham | Zayn-e-Attar |
| 1645.0 | 2.2848684e7 | Ibn_al-Haytham | Abu_Sulayman_Sijistani |
| 1645.0 | 2.1508913e7 | Ibn_al-Haytham | Abu_ul-Ala_Shirazi |
| 1645.0 | 3.107765e7 | Ibn_al-Haytham | G._J._Toomer |
| 1645.0 | 209717.0 | Ibn_al-Haytham | Madrasa |
| 1645.0 | 3304216.0 | Ibn_al-Haytham | Mathematics_in_the_medieval_Islamic_world |
| 1645.0 | 251713.0 | Ibn_al-Haytham | Qibla |
| 1645.0 | 25532.0 | Ibn_al-Haytham | Renaissance |
| 1645.0 | 2042154.0 | Ibn_al-Haytham | Shaykh_Muhammad_ibn_Thaleb |
| 1645.0 | 3225840.0 | Ibn_al-Haytham | Sublunary_sphere |
| 1645.0 | 2.757938e7 | Ibn_al-Haytham | Ibn_al-Saffar |
| 1645.0 | 3.3642424e7 | Ibn_al-Haytham | Nasir_al-Din_al-Tusi |
| 1645.0 | 1979016.0 | Ibn_al-Haytham | Routledge_Encyclopedia_of_Philosophy |
| 1645.0 | 5.2932896e7 | Ibn_al-Haytham | Abd_al-Latif_al-Baghdadi_(medieval_writer) |
| 1645.0 | 1134.0 | Ibn_al-Haytham | Analysis |
| 1645.0 | 6.9094489e7 | Ibn_al-Haytham | Fakhr_al-Din_al-Akhlati |
| 1645.0 | 3.2144014e7 | Ibn_al-Haytham | Ibn_Hamza_al-Maghribi |
| 1645.0 | 272074.0 | Ibn_al-Haytham | Ibn_Taymiyyah |
| 1645.0 | 14533.0 | Ibn_al-Haytham | India |
| 1645.0 | 5.613996e7 | Ibn_al-Haytham | Khoja_Akhmet_Yassawi |
| 1645.0 | 24714.0 | Ibn_al-Haytham | Precession |
| 1645.0 | 23979.0 | Ibn_al-Haytham | Ptolemy |
| 1645.0 | 1102000.0 | Ibn_al-Haytham | Shen_Kuo |
| 1645.0 | 207547.0 | Ibn_al-Haytham | Thābit_ibn_Qurra |
| 1645.0 | 78209.0 | Ibn_al-Haytham | Abu_Bakr_al-Razi |
| 1645.0 | 1822259.0 | Ibn_al-Haytham | Hakim-e-Gilani |
| 1645.0 | 1.0228966e7 | Ibn_al-Haytham | Jabir_ibn_Aflah |
| 1645.0 | 3335321.0 | Ibn_al-Haytham | Shams_al-Din_al-Samarqandi |
| 1645.0 | 195520.0 | Ibn_al-Haytham | Civil_engineer |
| 1645.0 | 244107.0 | Ibn_al-Haytham | Euclid's_Elements |
| 1645.0 | 15532.0 | Ibn_al-Haytham | Integral |
| 1645.0 | 3.7477763e7 | Ibn_al-Haytham | Islamic_Golden_Age |
| 1645.0 | 7.1778387e7 | Ibn_al-Haytham | Mathematics_in_medieval_Islam |
| 1645.0 | 5.5496341e7 | Ibn_al-Haytham | Medieval_Iraq |
| 1645.0 | 2042394.0 | Ibn_al-Haytham | Miskawayh |
| 1645.0 | 1914053.0 | Ibn_al-Haytham | Mu'ayyad_al-Din_al-Urdi |
| 1645.0 | 1822322.0 | Ibn_al-Haytham | Muhammad_ibn_Mahmud_Amuli |
| 1645.0 | 8477832.0 | Ibn_al-Haytham | Sibt_al-Maridini |
| 1645.0 | 1.2224008e7 | Ibn_al-Haytham | Sufi_psychology |
| 1645.0 | 31880.0 | Ibn_al-Haytham | Universe |
| 1645.0 | 305136.0 | Ibn_al-Haytham | Visual_system |
| 1645.0 | 5.515162e7 | Ibn_al-Haytham | ISSN_(identifier) |
| 1645.0 | 1.7140872e7 | Ibn_al-Haytham | Ibn_Shuayb |
| 1645.0 | 6.3434916e7 | Ibn_al-Haytham | OCLC_(identifier) |
| 1645.0 | 3.1526932e7 | Ibn_al-Haytham | Ya'qub_ibn_Ishaq_al-Israili |
| 1645.0 | 5962454.0 | Ibn_al-Haytham | Zij-i_Sultani |
| 1645.0 | 365397.0 | Ibn_al-Haytham | Clarendon_Press |
| 1645.0 | 9247.0 | Ibn_al-Haytham | Epistemology |
| 1645.0 | 2603901.0 | Ibn_al-Haytham | Mostafa_Malekian |
| 1645.0 | 3.3731493e7 | Ibn_al-Haytham | Parallel_postulate |
| 1645.0 | 2.6499076e7 | Ibn_al-Haytham | Rufaida_Al-Aslamia |
| 1645.0 | 1.2654431e7 | Ibn_al-Haytham | Al-Birjandi |
| 1645.0 | 1.9008673e7 | Ibn_al-Haytham | Conic_section |
| 1645.0 | 14220.0 | Ibn_al-Haytham | History_of_mathematics |
| 1645.0 | 1.1410402e7 | Ibn_al-Haytham | Joseph_ben_Judah_of_Ceuta |
| 1645.0 | 1.5077184e7 | Ibn_al-Haytham | Peace_in_Islamic_philosophy |
| 1645.0 | 822045.0 | Ibn_al-Haytham | Qiyas |
| 1645.0 | 427971.0 | Ibn_al-Haytham | Specific_gravity |
| 1645.0 | 5453536.0 | Ibn_al-Haytham | Zij-i_Ilkhani |
| 1645.0 | 3663691.0 | Ibn_al-Haytham | Hering's_law_of_equal_innervation |
| 1645.0 | 4.069588e7 | Ibn_al-Haytham | Ibn_al-Adami |
| 1645.0 | 25879.0 | Ibn_al-Haytham | Roger_Bacon |
| 1645.0 | 6088.0 | Ibn_al-Haytham | Common_Era |
| 1645.0 | 2611765.0 | Ibn_al-Haytham | Henry_Corbin |
| 1645.0 | 3.9959331e7 | Ibn_al-Haytham | Ibn_al-Akfani |
| 1645.0 | 1.0409314e7 | Ibn_al-Haytham | List_of_Arabic_star_names |
| 1645.0 | 1.1468771e7 | Ibn_al-Haytham | Qāḍī_Zāda_al-Rūmī |
| 1645.0 | 3.3668326e7 | Ibn_al-Haytham | Semnan_(city) |
| 1645.0 | 4.3756445e7 | Ibn_al-Haytham | Al-Isfizari |
| 1645.0 | 2.3817094e7 | Ibn_al-Haytham | Bahmanyār |
| 1645.0 | 6886.0 | Ibn_al-Haytham | Chicago |
| 1645.0 | 6220.0 | Ibn_al-Haytham | Circle |
| 1645.0 | 3655571.0 | Ibn_al-Haytham | Eastern_Arabic_numerals |
| 1645.0 | 607777.0 | Ibn_al-Haytham | Epicycles |
| 1645.0 | 1840730.0 | Ibn_al-Haytham | Muhammad_ibn_Yusuf_al-Harawi |
| 1645.0 | 5.262552e7 | Ibn_al-Haytham | Nomanul_Haq |
| 1645.0 | 2848164.0 | Ibn_al-Haytham | Nur_ad-Din_al-Bitruji |
| 1645.0 | 983450.0 | Ibn_al-Haytham | Traditionalist_School_(perennialism) |
| 1645.0 | 1086231.0 | Ibn_al-Haytham | Al-Abbās_ibn_Said_al-Jawharī |
| 1645.0 | 607963.0 | Ibn_al-Haytham | Al-Farghani |
| 1645.0 | 982595.0 | Ibn_al-Haytham | Constantinople_observatory_of_Taqi_ad-Din |
| 1645.0 | 5.5049264e7 | Ibn_al-Haytham | ISBN_(identifier) |
| 1645.0 | 4.5124222e7 | Ibn_al-Haytham | Kitāb_al-Manāẓir |
| 1645.0 | 6548181.0 | Ibn_al-Haytham | Ma_Yize |
| 1645.0 | 6.281435e7 | Ibn_al-Haytham | Muwaqqit |
| 1645.0 | 2042316.0 | Ibn_al-Haytham | Nurbakhshi |
| 1645.0 | 23666.0 | Ibn_al-Haytham | Prime_number |
| 1645.0 | 2.3649689e7 | Ibn_al-Haytham | Shadow_square |
| 1645.0 | 1782185.0 | Ibn_al-Haytham | Zayn_al-Din_Gorgani |
| 1645.0 | 5286542.0 | Ibn_al-Haytham | Abu_Hafsa_Yazid |
| 1645.0 | 2627738.0 | Ibn_al-Haytham | History_of_optics |
| 1645.0 | 165834.0 | Ibn_al-Haytham | Ijtihad |
| 1645.0 | 658084.0 | Ibn_al-Haytham | Magnifying_glass |
| 1645.0 | 2909851.0 | Ibn_al-Haytham | Trepidation |
| 1645.0 | 8656923.0 | Ibn_al-Haytham | Ahmad_Fardid |
| 1645.0 | 4.9107555e7 | Ibn_al-Haytham | Al-Furqan_Islamic_Heritage_Foundation |
| 1645.0 | 5.2173672e7 | Ibn_al-Haytham | Al-Mubashshir_ibn_Fatik |
| 1645.0 | 5.3090036e7 | Ibn_al-Haytham | Al-Wabkanawi |
| 1645.0 | 2375470.0 | Ibn_al-Haytham | Cleomedes |
| 1645.0 | 1627160.0 | Ibn_al-Haytham | Linda_Hall_Library |
| 1645.0 | 1.7944118e7 | Ibn_al-Haytham | Physics_in_the_medieval_Islamic_world |
| 1645.0 | 23313.0 | Ibn_al-Haytham | Piri_Reis |
| 1645.0 | 2014775.0 | Ibn_al-Haytham | Qutb_al-Din_al-Shirazi |
| 1645.0 | 2.1786641e7 | Ibn_al-Haytham | UNESCO |
| 1645.0 | 426368.0 | Ibn_al-Haytham | Abu'l-Hasan_al-Uqlidisi |
| 1645.0 | 1180080.0 | Ibn_al-Haytham | Addison-Wesley |
| 1645.0 | 56176.0 | Ibn_al-Haytham | Fatimid_Caliphate |
| 1645.0 | 5460963.0 | Ibn_al-Haytham | George_Saliba |
| 1645.0 | 3.5575543e7 | Ibn_al-Haytham | Ibn_al-Durayhim |
| 1645.0 | 19445.0 | Ibn_al-Haytham | Maimonides |
| 1645.0 | 8465426.0 | Ibn_al-Haytham | Maragheh_observatory |
| 1645.0 | 4704776.0 | Ibn_al-Haytham | Motilal_Banarsidass |
| 1645.0 | 2.578541e7 | Ibn_al-Haytham | Taha_Abdurrahman |
| 1645.0 | 6.5715159e7 | Ibn_al-Haytham | Trove_(identifier) |
| 1645.0 | 6.2261939e7 | Ibn_al-Haytham | Vizier_(Abbasid_Caliphate) |
| 1645.0 | 414271.0 | Ibn_al-Haytham | Abū_Isḥāq_Ibrāhīm_al-Zarqālī |
| 1645.0 | 4385475.0 | Ibn_al-Haytham | Ancient_Greek_astronomy |
| 1645.0 | 3.6143542e7 | Ibn_al-Haytham | Ibn_al-Majdi |
| 1645.0 | 5496025.0 | Ibn_al-Haytham | Ilm_(Arabic) |
| 1645.0 | 612068.0 | Ibn_al-Haytham | Alfred_Molina |
| 1645.0 | 3.2077839e7 | Ibn_al-Haytham | Ali_ibn_Isa_al-Kahhal |
edges.write.saveAsTable("enwiki_graph_edges")
import org.graphframes.GraphFrame
val vertices = spark.sql("SELECT page_id AS id, page_title, page_len FROM enwiki_page")
val g = GraphFrame(vertices, edges)
val outDegrees = g.outDegrees
display(outDegrees)
| id | outDegree |
|---|---|
| 251.0 | 3.0 |
| 580.0 | 126.0 |
| 737.0 | 1439.0 |
| 808.0 | 909.0 |
| 858.0 | 1.0 |
| 897.0 | 635.0 |
| 1088.0 | 462.0 |
| 1143.0 | 690.0 |
| 1238.0 | 2.0 |
| 1270.0 | 91.0 |
| 1303.0 | 47.0 |
| 1322.0 | 196.0 |
| 1339.0 | 3.0 |
| 1342.0 | 1.0 |
| 1395.0 | 182.0 |
| 1460.0 | 238.0 |
| 1507.0 | 11.0 |
| 1580.0 | 32.0 |
| 1645.0 | 827.0 |
| 1650.0 | 184.0 |
| 1699.0 | 1.0 |
| 1884.0 | 179.0 |
| 1896.0 | 205.0 |
| 1903.0 | 1.0 |
| 1959.0 | 1.0 |
| 1975.0 | 350.0 |
| 1990.0 | 1206.0 |
| 2025.0 | 88.0 |
| 2122.0 | 716.0 |
| 2142.0 | 202.0 |
| 2235.0 | 65.0 |
| 2393.0 | 421.0 |
| 2443.0 | 210.0 |
| 2525.0 | 2.0 |
| 2563.0 | 276.0 |
| 2572.0 | 1.0 |
| 2580.0 | 5.0 |
| 2659.0 | 1.0 |
| 2711.0 | 1.0 |
| 2776.0 | 2.0 |
| 2821.0 | 1.0 |
| 2866.0 | 97.0 |
| 2923.0 | 311.0 |
| 2996.0 | 1.0 |
| 2999.0 | 318.0 |
| 3000.0 | 1.0 |
| 3089.0 | 87.0 |
| 3175.0 | 81.0 |
| 3220.0 | 1.0 |
| 3226.0 | 636.0 |
| 3352.0 | 769.0 |
| 3698.0 | 228.0 |
| 3794.0 | 804.0 |
| 3796.0 | 1.0 |
| 3876.0 | 342.0 |
| 3986.0 | 1596.0 |
| 3997.0 | 537.0 |
| 4078.0 | 706.0 |
| 4101.0 | 166.0 |
| 4158.0 | 96.0 |
| 4186.0 | 1.0 |
| 4190.0 | 12.0 |
| 4219.0 | 9.0 |
| 4364.0 | 366.0 |
| 4391.0 | 1307.0 |
| 4489.0 | 448.0 |
| 4519.0 | 147.0 |
| 4900.0 | 28.0 |
| 4937.0 | 23.0 |
| 5071.0 | 1.0 |
| 5074.0 | 1.0 |
| 5173.0 | 1.0 |
| 5287.0 | 1.0 |
| 5300.0 | 507.0 |
| 5308.0 | 44.0 |
| 5345.0 | 1.0 |
| 5482.0 | 201.0 |
| 5518.0 | 3.0 |
| 5803.0 | 1.0 |
| 6266.0 | 1.0 |
| 6336.0 | 128.0 |
| 6357.0 | 165.0 |
| 6361.0 | 27.0 |
| 6466.0 | 1180.0 |
| 6559.0 | 344.0 |
| 6597.0 | 129.0 |
| 6598.0 | 858.0 |
| 6620.0 | 161.0 |
| 6622.0 | 1.0 |
| 6623.0 | 576.0 |
| 6654.0 | 1338.0 |
| 6773.0 | 732.0 |
| 7066.0 | 53.0 |
| 7098.0 | 5.0 |
| 7120.0 | 320.0 |
| 7253.0 | 20.0 |
| 7387.0 | 694.0 |
| 7417.0 | 1.0 |
| 7530.0 | 27.0 |
| 7554.0 | 477.0 |
| 7644.0 | 1.0 |
| 7833.0 | 71.0 |
| 7850.0 | 83.0 |
| 7880.0 | 1.0 |
| 7993.0 | 10.0 |
| 8086.0 | 11.0 |
| 8105.0 | 3.0 |
| 8222.0 | 723.0 |
| 8389.0 | 537.0 |
| 8407.0 | 251.0 |
| 8592.0 | 577.0 |
| 8650.0 | 94.0 |
| 8743.0 | 494.0 |
| 8779.0 | 601.0 |
| 8803.0 | 1.0 |
| 8911.0 | 3.0 |
| 8924.0 | 3.0 |
| 8928.0 | 1.0 |
| 8932.0 | 14.0 |
| 9071.0 | 19.0 |
| 9182.0 | 1.0 |
| 9383.0 | 115.0 |
| 9454.0 | 176.0 |
| 9465.0 | 3.0 |
| 9946.0 | 208.0 |
| 10081.0 | 440.0 |
| 10121.0 | 4.0 |
| 10462.0 | 185.0 |
| 10468.0 | 174.0 |
| 10623.0 | 853.0 |
| 10703.0 | 144.0 |
| 10745.0 | 3.0 |
| 10768.0 | 1.0 |
| 10798.0 | 58.0 |
| 10862.0 | 826.0 |
| 11025.0 | 1027.0 |
| 11033.0 | 1928.0 |
| 11141.0 | 976.0 |
| 11146.0 | 731.0 |
| 11316.0 | 1.0 |
| 11317.0 | 9.0 |
| 11393.0 | 546.0 |
| 11458.0 | 112.0 |
| 11500.0 | 1.0 |
| 11748.0 | 746.0 |
| 11800.0 | 33.0 |
| 11858.0 | 1.0 |
| 11936.0 | 1.0 |
| 12006.0 | 1.0 |
| 12027.0 | 616.0 |
| 12366.0 | 320.0 |
| 12367.0 | 183.0 |
| 12393.0 | 627.0 |
| 12471.0 | 1849.0 |
| 12611.0 | 129.0 |
| 12626.0 | 1.0 |
| 12799.0 | 553.0 |
| 12998.0 | 119.0 |
| 13009.0 | 1105.0 |
| 13060.0 | 151.0 |
| 13188.0 | 1.0 |
| 13207.0 | 222.0 |
| 13289.0 | 1292.0 |
| 13465.0 | 337.0 |
| 13483.0 | 458.0 |
| 13601.0 | 14.0 |
| 13623.0 | 275.0 |
| 13648.0 | 11.0 |
| 13832.0 | 2.0 |
| 13910.0 | 275.0 |
| 13916.0 | 1.0 |
| 14075.0 | 1.0 |
| 14148.0 | 481.0 |
| 14315.0 | 70.0 |
| 14324.0 | 23.0 |
| 14423.0 | 441.0 |
| 14465.0 | 149.0 |
| 14514.0 | 1.0 |
| 14536.0 | 225.0 |
| 14570.0 | 272.0 |
| 14832.0 | 119.0 |
| 14837.0 | 219.0 |
| 14958.0 | 637.0 |
| 14997.0 | 41.0 |
| 15003.0 | 1.0 |
| 15004.0 | 55.0 |
| 15100.0 | 333.0 |
| 15162.0 | 1.0 |
| 15173.0 | 3.0 |
| 15207.0 | 65.0 |
| 15254.0 | 253.0 |
| 15382.0 | 5.0 |
| 15447.0 | 185.0 |
| 15538.0 | 118.0 |
| 15575.0 | 917.0 |
| 15604.0 | 590.0 |
| 15655.0 | 732.0 |
| 15727.0 | 3.0 |
| 15790.0 | 1122.0 |
| 15846.0 | 1039.0 |
| 15957.0 | 1.0 |
| 15967.0 | 659.0 |
| 16224.0 | 716.0 |
| 16283.0 | 110.0 |
| 16339.0 | 712.0 |
| 16386.0 | 40.0 |
| 16500.0 | 355.0 |
| 16503.0 | 1.0 |
| 16534.0 | 27.0 |
| 16680.0 | 28.0 |
| 16791.0 | 38.0 |
| 16861.0 | 352.0 |
| 16916.0 | 17.0 |
| 16924.0 | 1.0 |
| 17008.0 | 2.0 |
| 17044.0 | 235.0 |
| 17077.0 | 732.0 |
| 17193.0 | 469.0 |
| 17223.0 | 1.0 |
| 17437.0 | 1.0 |
| 17679.0 | 3.0 |
| 17688.0 | 166.0 |
| 17708.0 | 1.0 |
| 17712.0 | 6.0 |
| 17751.0 | 1.0 |
| 17753.0 | 457.0 |
| 17754.0 | 243.0 |
| 17775.0 | 308.0 |
| 17783.0 | 218.0 |
| 17809.0 | 604.0 |
| 17837.0 | 624.0 |
| 18024.0 | 408.0 |
| 18043.0 | 505.0 |
| 18051.0 | 242.0 |
| 18201.0 | 553.0 |
| 18221.0 | 97.0 |
| 18382.0 | 448.0 |
| 18467.0 | 67.0 |
| 18502.0 | 1.0 |
| 18539.0 | 395.0 |
| 18595.0 | 1208.0 |
| 18746.0 | 3.0 |
| 18838.0 | 1208.0 |
| 18866.0 | 539.0 |
| 18884.0 | 68.0 |
| 18902.0 | 145.0 |
| 18944.0 | 1.0 |
| 18956.0 | 305.0 |
| 19021.0 | 625.0 |
| 19023.0 | 133.0 |
| 19079.0 | 482.0 |
| 19131.0 | 266.0 |
| 19161.0 | 217.0 |
| 19165.0 | 191.0 |
| 19200.0 | 525.0 |
| 19204.0 | 167.0 |
| 19206.0 | 366.0 |
| 19325.0 | 1023.0 |
| 19351.0 | 1103.0 |
| 19499.0 | 938.0 |
| 19530.0 | 894.0 |
| 19553.0 | 658.0 |
| 19614.0 | 116.0 |
| 19669.0 | 407.0 |
| 19683.0 | 40.0 |
| 19758.0 | 846.0 |
| 19868.0 | 23.0 |
| 19873.0 | 239.0 |
| 19886.0 | 523.0 |
| 19962.0 | 80.0 |
| 20020.0 | 3.0 |
| 20029.0 | 45.0 |
| 20052.0 | 1.0 |
| 20134.0 | 884.0 |
| 20135.0 | 1.0 |
| 20170.0 | 451.0 |
| 20268.0 | 298.0 |
| 20382.0 | 1.0 |
| 20396.0 | 1314.0 |
| 20398.0 | 202.0 |
| 20425.0 | 2.0 |
| 20473.0 | 1.0 |
| 20481.0 | 438.0 |
| 20497.0 | 96.0 |
| 20506.0 | 1.0 |
| 20596.0 | 179.0 |
| 20624.0 | 18.0 |
| 20683.0 | 242.0 |
| 20735.0 | 241.0 |
| 21058.0 | 500.0 |
| 21116.0 | 2.0 |
| 21220.0 | 21.0 |
| 21296.0 | 219.0 |
| 21394.0 | 65.0 |
| 21558.0 | 19.0 |
| 21700.0 | 1.0 |
| 21761.0 | 1062.0 |
| 21938.0 | 116.0 |
| 22097.0 | 17.0 |
| 22107.0 | 1016.0 |
| 22346.0 | 182.0 |
| 22373.0 | 74.0 |
| 22412.0 | 80.0 |
| 22521.0 | 1.0 |
| 22555.0 | 1063.0 |
| 22609.0 | 51.0 |
| 22684.0 | 27.0 |
| 22951.0 | 77.0 |
| 22990.0 | 77.0 |
| 23015.0 | 354.0 |
| 23086.0 | 1.0 |
| 23136.0 | 1.0 |
| 23144.0 | 6.0 |
| 23193.0 | 183.0 |
| 23267.0 | 1297.0 |
| 23271.0 | 1.0 |
| 23336.0 | 126.0 |
| 23364.0 | 746.0 |
| 23367.0 | 392.0 |
| 23439.0 | 523.0 |
| 23455.0 | 4.0 |
| 23523.0 | 3.0 |
| 23607.0 | 7.0 |
| 23658.0 | 703.0 |
| 23706.0 | 57.0 |
| 24171.0 | 433.0 |
| 24200.0 | 1.0 |
| 24347.0 | 752.0 |
| 24354.0 | 901.0 |
| 24355.0 | 823.0 |
| 24504.0 | 2.0 |
| 24630.0 | 1389.0 |
| 24663.0 | 372.0 |
| 24664.0 | 159.0 |
| 24690.0 | 41.0 |
| 24719.0 | 1.0 |
| 24873.0 | 149.0 |
| 24985.0 | 251.0 |
| 25203.0 | 306.0 |
| 25638.0 | 402.0 |
| 25639.0 | 526.0 |
| 25686.0 | 606.0 |
| 26087.0 | 3.0 |
| 26178.0 | 1.0 |
| 26200.0 | 74.0 |
| 26544.0 | 21.0 |
| 26623.0 | 1.0 |
| 26769.0 | 2482.0 |
| 26787.0 | 1137.0 |
| 26801.0 | 1.0 |
| 27030.0 | 3.0 |
| 27118.0 | 389.0 |
| 27129.0 | 371.0 |
| 27214.0 | 300.0 |
| 27255.0 | 198.0 |
| 27261.0 | 111.0 |
| 27266.0 | 181.0 |
| 27466.0 | 353.0 |
| 27480.0 | 671.0 |
| 27609.0 | 174.0 |
| 27709.0 | 244.0 |
| 27760.0 | 121.0 |
| 27856.0 | 196.0 |
| 27888.0 | 97.0 |
| 27966.0 | 1.0 |
| 27974.0 | 1.0 |
| 27977.0 | 738.0 |
| 28024.0 | 325.0 |
| 28124.0 | 1.0 |
| 28146.0 | 1098.0 |
| 28170.0 | 153.0 |
| 28298.0 | 1.0 |
| 28526.0 | 372.0 |
| 28577.0 | 55.0 |
| 28584.0 | 117.0 |
| 28664.0 | 41.0 |
| 28836.0 | 1.0 |
| 28883.0 | 3.0 |
| 28893.0 | 28.0 |
| 29054.0 | 57.0 |
| 29109.0 | 414.0 |
| 29177.0 | 697.0 |
| 29194.0 | 1.0 |
| 29225.0 | 1.0 |
| 29228.0 | 133.0 |
| 29285.0 | 47.0 |
| 29305.0 | 968.0 |
| 29483.0 | 195.0 |
| 29566.0 | 1.0 |
| 29630.0 | 111.0 |
| 29719.0 | 3.0 |
| 29744.0 | 1.0 |
| 29811.0 | 538.0 |
| 29834.0 | 313.0 |
| 29894.0 | 1.0 |
| 29942.0 | 482.0 |
| 29950.0 | 37.0 |
| 29993.0 | 12.0 |
| 29997.0 | 1.0 |
| 30183.0 | 3.0 |
| 30330.0 | 136.0 |
| 30361.0 | 372.0 |
| 30525.0 | 27.0 |
| 30617.0 | 134.0 |
| 30632.0 | 242.0 |
| 30654.0 | 273.0 |
| 30802.0 | 912.0 |
| 30903.0 | 429.0 |
| 30970.0 | 1.0 |
| 30988.0 | 1309.0 |
| 31035.0 | 627.0 |
| 31161.0 | 460.0 |
| 31236.0 | 255.0 |
| 31261.0 | 44.0 |
| 31275.0 | 186.0 |
| 31285.0 | 223.0 |
| 31350.0 | 617.0 |
| 31352.0 | 63.0 |
| 31380.0 | 3.0 |
| 31435.0 | 295.0 |
| 31447.0 | 33.0 |
| 31528.0 | 28.0 |
| 31689.0 | 1.0 |
| 31759.0 | 367.0 |
| 31763.0 | 1.0 |
| 31834.0 | 748.0 |
| 31912.0 | 1.0 |
| 31928.0 | 878.0 |
| 31951.0 | 1.0 |
| 32102.0 | 1.0 |
| 32291.0 | 86.0 |
| 32304.0 | 539.0 |
| 32445.0 | 130.0 |
| 32460.0 | 372.0 |
| 32525.0 | 103.0 |
| 32622.0 | 668.0 |
| 32648.0 | 35.0 |
| 32680.0 | 400.0 |
| 32786.0 | 387.0 |
| 32871.0 | 3.0 |
| 33118.0 | 550.0 |
| 33221.0 | 603.0 |
| 33437.0 | 1.0 |
| 33550.0 | 1325.0 |
| 33569.0 | 68.0 |
| 33607.0 | 202.0 |
| 33717.0 | 21.0 |
| 33868.0 | 33.0 |
| 34029.0 | 1.0 |
| 34061.0 | 257.0 |
| 34197.0 | 747.0 |
| 34488.0 | 196.0 |
| 34494.0 | 343.0 |
| 34569.0 | 683.0 |
| 34591.0 | 400.0 |
| 34602.0 | 1570.0 |
| 34611.0 | 665.0 |
| 34650.0 | 844.0 |
| 34697.0 | 471.0 |
| 34713.0 | 873.0 |
| 34742.0 | 402.0 |
| 34759.0 | 298.0 |
| 34870.0 | 381.0 |
| 34878.0 | 253.0 |
| 35044.0 | 716.0 |
| 35071.0 | 420.0 |
| 35094.0 | 122.0 |
| 35142.0 | 360.0 |
| 35184.0 | 87.0 |
| 35235.0 | 472.0 |
| 35351.0 | 267.0 |
| 35361.0 | 83.0 |
| 35371.0 | 88.0 |
| 35399.0 | 121.0 |
| 35450.0 | 125.0 |
| 35632.0 | 133.0 |
| 35654.0 | 131.0 |
| 35689.0 | 86.0 |
| 35694.0 | 116.0 |
| 35702.0 | 133.0 |
| 35713.0 | 120.0 |
| 35794.0 | 101.0 |
| 35800.0 | 413.0 |
| 35820.0 | 430.0 |
| 35868.0 | 111.0 |
| 35912.0 | 159.0 |
| 35927.0 | 172.0 |
| 35947.0 | 1.0 |
| 35950.0 | 1.0 |
| 35982.0 | 1.0 |
| 35988.0 | 1.0 |
| 36066.0 | 228.0 |
| 36069.0 | 179.0 |
| 36098.0 | 148.0 |
| 36106.0 | 1.0 |
| 36131.0 | 155.0 |
| 36155.0 | 1.0 |
| 36192.0 | 136.0 |
| 36224.0 | 458.0 |
| 36312.0 | 127.0 |
| 36347.0 | 164.0 |
| 36355.0 | 135.0 |
| 36706.0 | 1.0 |
| 36783.0 | 160.0 |
| 36819.0 | 451.0 |
| 36982.0 | 46.0 |
| 37006.0 | 1.0 |
| 37015.0 | 1043.0 |
| 37146.0 | 257.0 |
| 37195.0 | 1.0 |
| 37215.0 | 1.0 |
| 37251.0 | 3.0 |
| 37297.0 | 369.0 |
| 37307.0 | 456.0 |
| 37355.0 | 22.0 |
| 37409.0 | 727.0 |
| 37482.0 | 1.0 |
| 37526.0 | 142.0 |
| 37657.0 | 18.0 |
| 37669.0 | 369.0 |
| 37768.0 | 1.0 |
| 37788.0 | 1.0 |
| 37818.0 | 1.0 |
| 37832.0 | 146.0 |
| 37864.0 | 237.0 |
| 38146.0 | 1.0 |
| 38150.0 | 266.0 |
| 38152.0 | 771.0 |
| 38153.0 | 109.0 |
| 38220.0 | 1.0 |
| 38297.0 | 27.0 |
| 38298.0 | 213.0 |
| 38311.0 | 27.0 |
| 38395.0 | 1.0 |
| 38422.0 | 826.0 |
| 38436.0 | 17.0 |
| 38562.0 | 1.0 |
| 38581.0 | 391.0 |
| 38607.0 | 460.0 |
| 38611.0 | 454.0 |
| 38615.0 | 71.0 |
| 38621.0 | 1.0 |
| 38651.0 | 379.0 |
| 38656.0 | 401.0 |
| 38707.0 | 644.0 |
| 38730.0 | 127.0 |
| 38758.0 | 1.0 |
| 38806.0 | 1.0 |
| 38910.0 | 75.0 |
| 39153.0 | 1.0 |
| 39161.0 | 1.0 |
| 39217.0 | 282.0 |
| 39432.0 | 202.0 |
| 39433.0 | 1.0 |
| 39513.0 | 1.0 |
| 39582.0 | 1326.0 |
| 39597.0 | 340.0 |
| 39671.0 | 1.0 |
| 39742.0 | 85.0 |
| 39788.0 | 1.0 |
| 39827.0 | 1.0 |
| 39867.0 | 1.0 |
| 39977.0 | 152.0 |
| 40011.0 | 197.0 |
| 40021.0 | 182.0 |
| 40132.0 | 385.0 |
| 40256.0 | 20.0 |
| 40261.0 | 219.0 |
| 40335.0 | 555.0 |
| 40386.0 | 16.0 |
| 40439.0 | 279.0 |
| 40515.0 | 566.0 |
| 40677.0 | 33.0 |
| 40687.0 | 14.0 |
| 40824.0 | 1.0 |
| 40893.0 | 41.0 |
| 40900.0 | 13.0 |
| 41037.0 | 21.0 |
| 41085.0 | 92.0 |
| 41126.0 | 7.0 |
| 41141.0 | 2.0 |
| 41175.0 | 11.0 |
| 41265.0 | 10.0 |
| 41409.0 | 47.0 |
| 41496.0 | 7.0 |
| 41575.0 | 1.0 |
| 41696.0 | 3.0 |
| 41704.0 | 1.0 |
| 41751.0 | 1.0 |
| 41887.0 | 271.0 |
| 41890.0 | 385.0 |
| 41913.0 | 13.0 |
| 41988.0 | 42.0 |
| 42102.0 | 1.0 |
| 42348.0 | 7.0 |
| 42373.0 | 143.0 |
| 42468.0 | 180.0 |
| 42635.0 | 421.0 |
| 42754.0 | 292.0 |
| 42834.0 | 123.0 |
| 42942.0 | 189.0 |
| 43103.0 | 41.0 |
| 43108.0 | 1521.0 |
| 43109.0 | 732.0 |
| 43270.0 | 132.0 |
| 43302.0 | 1.0 |
| 43307.0 | 112.0 |
| 43359.0 | 1003.0 |
| 43527.0 | 463.0 |
| 43588.0 | 1.0 |
| 43741.0 | 86.0 |
| 43852.0 | 4.0 |
| 43921.0 | 254.0 |
| 43935.0 | 214.0 |
| 43938.0 | 20.0 |
| 44022.0 | 74.0 |
| 44141.0 | 1.0 |
| 44205.0 | 419.0 |
| 44321.0 | 13.0 |
| 44437.0 | 394.0 |
| 44595.0 | 1.0 |
| 44596.0 | 262.0 |
| 44653.0 | 295.0 |
| 44740.0 | 917.0 |
| 44776.0 | 1121.0 |
| 44822.0 | 359.0 |
| 44884.0 | 22.0 |
| 45011.0 | 1.0 |
| 45054.0 | 1.0 |
| 45127.0 | 362.0 |
| 45151.0 | 1.0 |
| 45307.0 | 39.0 |
| 45615.0 | 1.0 |
| 45621.0 | 582.0 |
| 45622.0 | 145.0 |
| 45630.0 | 14.0 |
| 45634.0 | 36.0 |
| 45731.0 | 2.0 |
| 45769.0 | 197.0 |
| 45978.0 | 4.0 |
| 46030.0 | 5.0 |
| 46209.0 | 236.0 |
| 46448.0 | 2.0 |
| 46491.0 | 1.0 |
| 46608.0 | 76.0 |
| 46781.0 | 1.0 |
| 46818.0 | 136.0 |
| 46943.0 | 122.0 |
| 46952.0 | 1.0 |
| 47013.0 | 254.0 |
| 47084.0 | 53.0 |
| 47217.0 | 134.0 |
| 47231.0 | 1.0 |
| 47268.0 | 1.0 |
| 47283.0 | 1.0 |
| 47300.0 | 343.0 |
| 47496.0 | 6.0 |
| 47497.0 | 1796.0 |
| 47501.0 | 31.0 |
| 47573.0 | 1.0 |
| 47622.0 | 434.0 |
| 47671.0 | 478.0 |
| 47711.0 | 170.0 |
| 47753.0 | 1.0 |
| 47766.0 | 17.0 |
| 48206.0 | 1.0 |
| 48254.0 | 1.0 |
| 48308.0 | 222.0 |
| 48316.0 | 55.0 |
| 48398.0 | 399.0 |
| 48510.0 | 575.0 |
| 48686.0 | 90.0 |
| 48711.0 | 657.0 |
| 48780.0 | 802.0 |
| 48838.0 | 33.0 |
| 48880.0 | 40.0 |
| 48942.0 | 1.0 |
| 49101.0 | 1.0 |
| 49171.0 | 280.0 |
| 49197.0 | 703.0 |
| 49308.0 | 366.0 |
| 49331.0 | 266.0 |
| 49429.0 | 3.0 |
| 49503.0 | 303.0 |
| 49607.0 | 101.0 |
| 49662.0 | 401.0 |
| 49668.0 | 63.0 |
| 49686.0 | 218.0 |
| 49696.0 | 959.0 |
| 49699.0 | 720.0 |
| 49814.0 | 13.0 |
| 49855.0 | 1070.0 |
| 49869.0 | 1.0 |
| 50021.0 | 238.0 |
| 50202.0 | 21.0 |
| 50223.0 | 118.0 |
| 50309.0 | 198.0 |
| 50320.0 | 1.0 |
| 50343.0 | 1.0 |
| 50546.0 | 1.0 |
| 50732.0 | 69.0 |
| 50792.0 | 1.0 |
| 50803.0 | 140.0 |
| 50847.0 | 238.0 |
| 50954.0 | 1.0 |
| 50963.0 | 571.0 |
| 51022.0 | 229.0 |
| 51086.0 | 32.0 |
| 51123.0 | 381.0 |
| 51142.0 | 113.0 |
| 51388.0 | 13.0 |
| 51393.0 | 6.0 |
| 51415.0 | 1.0 |
| 51640.0 | 55.0 |
| 51801.0 | 439.0 |
| 51914.0 | 274.0 |
| 52100.0 | 112.0 |
| 52507.0 | 567.0 |
| 52670.0 | 2.0 |
| 52675.0 | 78.0 |
| 52697.0 | 1.0 |
| 52987.0 | 161.0 |
| 53056.0 | 202.0 |
| 53092.0 | 25.0 |
| 53098.0 | 146.0 |
| 53158.0 | 1.0 |
| 53168.0 | 1.0 |
| 53172.0 | 1.0 |
| 53299.0 | 212.0 |
| 53338.0 | 251.0 |
| 53340.0 | 623.0 |
| 53528.0 | 332.0 |
| 53576.0 | 210.0 |
| 53620.0 | 119.0 |
| 53630.0 | 272.0 |
| 53741.0 | 555.0 |
| 53963.0 | 3.0 |
| 54172.0 | 215.0 |
| 54231.0 | 98.0 |
| 54264.0 | 3.0 |
| 54448.0 | 195.0 |
| 54551.0 | 104.0 |
| 54769.0 | 329.0 |
| 54844.0 | 3.0 |
| 54958.0 | 130.0 |
| 54980.0 | 899.0 |
| 54984.0 | 1.0 |
| 54989.0 | 265.0 |
| 55013.0 | 440.0 |
| 55197.0 | 1.0 |
| 55202.0 | 314.0 |
| 55265.0 | 357.0 |
| 55272.0 | 2.0 |
| 55279.0 | 155.0 |
| 55283.0 | 127.0 |
| 55363.0 | 72.0 |
| 55498.0 | 43.0 |
| 55539.0 | 271.0 |
| 55547.0 | 1.0 |
| 55879.0 | 1.0 |
| 56022.0 | 1.0 |
| 56096.0 | 149.0 |
| 56110.0 | 108.0 |
| 56168.0 | 831.0 |
| 56203.0 | 81.0 |
| 56204.0 | 1.0 |
| 56259.0 | 663.0 |
| 56297.0 | 1.0 |
| 56350.0 | 106.0 |
| 56465.0 | 394.0 |
| 56490.0 | 1.0 |
| 56502.0 | 752.0 |
| 56617.0 | 395.0 |
| 56640.0 | 3.0 |
| 56680.0 | 519.0 |
| 56687.0 | 1.0 |
| 56741.0 | 1.0 |
| 56768.0 | 4.0 |
| 56840.0 | 1.0 |
| 56941.0 | 293.0 |
| 56943.0 | 231.0 |
| 56987.0 | 208.0 |
| 57020.0 | 434.0 |
| 57039.0 | 1.0 |
| 57178.0 | 1.0 |
| 57201.0 | 494.0 |
| 57202.0 | 3.0 |
| 57306.0 | 3.0 |
| 57370.0 | 171.0 |
| 57693.0 | 1.0 |
| 57754.0 | 1.0 |
| 57771.0 | 454.0 |
| 57877.0 | 669.0 |
| 57955.0 | 304.0 |
| 57984.0 | 1.0 |
| 58039.0 | 659.0 |
| 58072.0 | 14.0 |
| 58196.0 | 1.0 |
| 58305.0 | 379.0 |
| 58513.0 | 1.0 |
| 58665.0 | 56.0 |
| 58797.0 | 3.0 |
| 58811.0 | 207.0 |
| 58850.0 | 1.0 |
| 58905.0 | 1.0 |
| 59086.0 | 1.0 |
| 59115.0 | 58.0 |
| 59345.0 | 1.0 |
| 59355.0 | 232.0 |
| 59384.0 | 35.0 |
| 59411.0 | 315.0 |
| 59487.0 | 1.0 |
| 59663.0 | 1.0 |
| 59667.0 | 1.0 |
| 59680.0 | 48.0 |
| 59724.0 | 3.0 |
| 59748.0 | 365.0 |
| 59754.0 | 1.0 |
| 59832.0 | 69.0 |
| 59896.0 | 487.0 |
| 59990.0 | 457.0 |
| 60001.0 | 91.0 |
| 60068.0 | 113.0 |
| 60455.0 | 123.0 |
| 60562.0 | 933.0 |
| 60769.0 | 1.0 |
| 60835.0 | 590.0 |
| 60917.0 | 61.0 |
| 60962.0 | 27.0 |
| 60964.0 | 213.0 |
| 61051.0 | 183.0 |
| 61202.0 | 56.0 |
| 61230.0 | 235.0 |
| 61242.0 | 3.0 |
| 61250.0 | 1.0 |
| 61313.0 | 11.0 |
| 61330.0 | 1.0 |
| 61344.0 | 472.0 |
| 61501.0 | 260.0 |
| 61682.0 | 75.0 |
| 61745.0 | 456.0 |
| 61793.0 | 106.0 |
| 61867.0 | 240.0 |
| 61972.0 | 251.0 |
| 62015.0 | 2.0 |
| 62090.0 | 32.0 |
| 62107.0 | 563.0 |
| 62172.0 | 18.0 |
| 62398.0 | 597.0 |
| 62400.0 | 619.0 |
| 62458.0 | 73.0 |
| 62462.0 | 366.0 |
| 62478.0 | 3.0 |
| 62606.0 | 1.0 |
| 62740.0 | 133.0 |
| 62780.0 | 1.0 |
| 62880.0 | 1.0 |
| 63087.0 | 278.0 |
| 63106.0 | 265.0 |
| 63111.0 | 1.0 |
| 63145.0 | 252.0 |
| 63152.0 | 3.0 |
| 63172.0 | 538.0 |
| 63255.0 | 1.0 |
| 63345.0 | 2.0 |
| 63469.0 | 479.0 |
| 63557.0 | 59.0 |
| 63574.0 | 42.0 |
| 63964.0 | 3.0 |
| 64067.0 | 383.0 |
| 64121.0 | 1.0 |
| 64354.0 | 27.0 |
| 64519.0 | 30.0 |
| 64536.0 | 3.0 |
| 64593.0 | 1.0 |
| 64628.0 | 1.0 |
| 64648.0 | 238.0 |
| 64822.0 | 2.0 |
| 64859.0 | 2.0 |
| 64989.0 | 32.0 |
| 65009.0 | 238.0 |
| 65104.0 | 153.0 |
| 65220.0 | 425.0 |
| 65251.0 | 3.0 |
| 65300.0 | 2.0 |
| 65305.0 | 282.0 |
| 65308.0 | 1119.0 |
| 65313.0 | 200.0 |
| 65353.0 | 3.0 |
| 65408.0 | 383.0 |
| 65454.0 | 1.0 |
| 65486.0 | 83.0 |
| 65618.0 | 1.0 |
| 65686.0 | 303.0 |
| 65726.0 | 27.0 |
| 65771.0 | 58.0 |
| 65867.0 | 138.0 |
| 65905.0 | 260.0 |
| 65974.0 | 270.0 |
| 66077.0 | 276.0 |
| 66132.0 | 3.0 |
| 66166.0 | 1.0 |
| 66400.0 | 56.0 |
| 66463.0 | 465.0 |
| 66613.0 | 110.0 |
| 66751.0 | 3.0 |
| 66755.0 | 3.0 |
| 66828.0 | 3.0 |
| 67050.0 | 187.0 |
| 67068.0 | 33.0 |
| 67086.0 | 1.0 |
| 67089.0 | 1.0 |
| 67225.0 | 57.0 |
| 67231.0 | 25.0 |
| 67278.0 | 3.0 |
| 67294.0 | 1.0 |
| 67376.0 | 642.0 |
| 67439.0 | 1.0 |
| 67492.0 | 373.0 |
| 67574.0 | 3.0 |
| 67618.0 | 82.0 |
| 67782.0 | 522.0 |
| 67865.0 | 68.0 |
| 68037.0 | 5.0 |
| 68047.0 | 193.0 |
| 68064.0 | 189.0 |
| 68078.0 | 283.0 |
| 68090.0 | 455.0 |
| 68098.0 | 1.0 |
| 68135.0 | 1.0 |
| 68202.0 | 583.0 |
| 68386.0 | 44.0 |
| 68485.0 | 903.0 |
| 68544.0 | 20.0 |
| 68575.0 | 156.0 |
| 68579.0 | 17.0 |
| 68592.0 | 144.0 |
| 68609.0 | 9.0 |
| 68610.0 | 145.0 |
| 68672.0 | 573.0 |
| 68678.0 | 7.0 |
| 68804.0 | 120.0 |
| 69035.0 | 387.0 |
| 69042.0 | 12.0 |
| 69247.0 | 18.0 |
| 69279.0 | 126.0 |
| 69333.0 | 1.0 |
| 69340.0 | 39.0 |
| 69352.0 | 47.0 |
| 69385.0 | 88.0 |
| 69478.0 | 35.0 |
| 69481.0 | 1.0 |
| 69595.0 | 217.0 |
| 69601.0 | 1.0 |
| 69637.0 | 28.0 |
| 69743.0 | 144.0 |
| 70097.0 | 134.0 |
| 70109.0 | 93.0 |
| 70252.0 | 2.0 |
| 70322.0 | 947.0 |
| 70442.0 | 45.0 |
| 70508.0 | 331.0 |
| 70844.0 | 209.0 |
| 70895.0 | 1.0 |
| 71283.0 | 1.0 |
| 71454.0 | 327.0 |
| 71468.0 | 24.0 |
| 71510.0 | 319.0 |
| 71571.0 | 488.0 |
| 71580.0 | 86.0 |
| 71821.0 | 624.0 |
| 71984.0 | 78.0 |
| 71995.0 | 1.0 |
| 72232.0 | 186.0 |
| 72387.0 | 42.0 |
| 72546.0 | 4.0 |
| 72578.0 | 38.0 |
| 72610.0 | 1.0 |
| 72758.0 | 765.0 |
| 72785.0 | 183.0 |
| 72912.0 | 1.0 |
| 72938.0 | 1.0 |
| 72941.0 | 1.0 |
| 72981.0 | 1.0 |
| 72996.0 | 1.0 |
| 73041.0 | 180.0 |
| 73048.0 | 1.0 |
| 73091.0 | 1.0 |
| 73305.0 | 1.0 |
| 73341.0 | 35.0 |
| 73352.0 | 576.0 |
| 73452.0 | 142.0 |
| 73470.0 | 1.0 |
| 73797.0 | 270.0 |
| 73878.0 | 3.0 |
| 73900.0 | 57.0 |
| 74009.0 | 354.0 |
| 74058.0 | 3.0 |
| 74097.0 | 344.0 |
| 74264.0 | 665.0 |
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
Article Graph Exploration
In this notebook, the graph consisting of all Wikipedia articles and their connections through links will be explored. The purpose of this notebook is to answer the following questions: * How big is the graph in terms of - Nodes, i.e. articles - Edges, i.e. links * How dense is the graph * Which articles have the highest - Degree - In/Out Degree * What can be said about the article length - mean - median - quantiles - distribution
Load Data
The first step is to locate the data we use to build the article graph, which was created in the preprocessing notebook HREF TO V NB HERE.
display(spark.sql("SHOW TABLES"))
Next we read the tables with data regarding articles and categories in order to first create the nodes and their attributes.
val dfPages = spark.sql("SELECT * FROM enwiki_page") // Read pages data
val dfCategory = spark.sql("SELECT * FROM enwiki_category") // Read categories
val dfCategoryLinks = spark.sql("SELECT * FROM enwiki_categorylinks") // Read links between articles/categories and categories
dfPages: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 5 more fields]
dfCategory: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 3 more fields]
dfCategoryLinks: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 1 more field]
We join the dataframes and drop all nodes that are redirect pages.
// Join pages with category information
val dfArticlesCat = dfPages.filter(col("page_is_redirect")===0) // remove all redirects
.join(dfCategoryLinks.filter(col("cl_type")==="page"), col("page_id")===col("cl_from"), "left")
dfArticlesCat: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 8 more fields]
// Group on article and aggregate the categories as a set per article
val dfArticlesCatGrouped = dfArticlesCat.groupBy("page_id","page_title","page_len").agg(collect_set(col("cl_to")))
dfArticlesCatGrouped: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 2 more fields]
Finally we store this as our vertex dataframe.
val dfVertex = dfArticlesCatGrouped.withColumnRenamed("page_id", "id").withColumnRenamed("collect_set(cl_to)", "categories")
dfVertex.cache()
dfVertex: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 2 more fields]
res8: dfVertex.type = [id: int, page_title: string ... 2 more fields]
The next step is to collect the edge data. Here we use a processed dataset of links which has been enriched by merging redirects into direct links (SEE V NOTEBOOK)
val dfEdgeLinks = spark.sql("SELECT * FROM enwiki_graph_edges_shortenedredirects") // Download the edges w.o. redirects
val dfEdges = dfEdgeLinks.select("src", "dst")
dfEdgeLinks: org.apache.spark.sql.DataFrame = [src: int, src_title: string ... 3 more fields]
dfEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
Further, to avoid edges pointing towards nodes that do not exist we use two joins to filter out edges pointing towards nodes outside of our graph.
// Since graphframes does not remove edges between non existing edges automatically, we do this manually thru joins
// This is done in 2 steps where we 1st remove edges where the source does not exist
// Secondly we remove edges where the destination does not exist
val filteredEdges = dfEdgeLinks.join(dfVertex,
col("src")===dfVertex.col("id"), "inner")
.select("src", "dst")
.join(dfVertex,
col("dst")===dfVertex.col("id"), "inner").select("src","dst")
filteredEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
val dfEdges = filteredEdges
dfEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
Finally we can create our GraphFrame using the vertex and edge dataframes created prior.
// Create the full graph from the non-redirect articles and the the filtered edges
val g = GraphFrame(dfVertex, dfEdges).cache()
g: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 2 more fields], e:[src: int, dst: int])
Graph Exploration
Lets look at some key attributes of the graph to get a simple understanding of its size, density and nodes.
// In total full graph
val noNodes = g.vertices.count
val noEdges = g.edges.count
val density = noEdges / noNodes
noNodes: Long = 6569604
noEdges: Long = 607780945
density: Long = 92
// Average degree (in + out)
g.degrees.select(avg("degree")).show()
+-----------------+
| avg(degree)|
+-----------------+
|72.12373072701943|
+-----------------+
display(g.degrees)
| id | degree |
|---|---|
| 3997.0 | 3066.0 |
| 24354.0 | 4277.0 |
| 383675.0 | 827.0 |
| 526941.0 | 94.0 |
| 1044976.0 | 44.0 |
| 2580748.0 | 143.0 |
| 2777190.0 | 55.0 |
| 3335116.0 | 981.0 |
| 3906873.0 | 318.0 |
| 4171885.0 | 442.0 |
| 5527838.0 | 1.0 |
| 5773466.0 | 432.0 |
| 1.0448803e7 | 9.0 |
| 1.3900404e7 | 160.0 |
| 1.4723395e7 | 572.0 |
| 1.8791403e7 | 59.0 |
| 2.2814939e7 | 383.0 |
| 3.8738601e7 | 1.0 |
| 4.9844865e7 | 51.0 |
| 5.2701891e7 | 496.0 |
| 5.272196e7 | 995.0 |
| 5.2724058e7 | 971.0 |
| 6.9363482e7 | 3562.0 |
| 85332.0 | 754.0 |
| 2484503.0 | 593.0 |
| 1299663.0 | 938.0 |
| 1528448.0 | 871.0 |
| 3.568145e7 | 698.0 |
| 3.5702813e7 | 694.0 |
| 4.7862306e7 | 2814.0 |
| 18051.0 | 907.0 |
| 581422.0 | 152.0 |
| 2735971.0 | 575.0 |
| 6744757.0 | 1931.0 |
| 6762807.0 | 214.0 |
| 7820803.0 | 443.0 |
| 7946810.0 | 234.0 |
| 1.2248345e7 | 318.0 |
| 1.2743502e7 | 34.0 |
| 1.28778e7 | 152.0 |
| 2.3610877e7 | 202.0 |
| 3.4663596e7 | 26.0 |
| 4.0125689e7 | 169.0 |
| 4.4118511e7 | 620.0 |
| 4.6306198e7 | 112.0 |
| 5.399198e7 | 178.0 |
| 5.4531811e7 | 293.0 |
| 5.7149547e7 | 15.0 |
| 6.0188959e7 | 13.0 |
| 6.3363388e7 | 22.0 |
| 6.465077e7 | 344.0 |
| 11141.0 | 2064.0 |
| 15790.0 | 2241.0 |
| 15846.0 | 2126.0 |
| 19530.0 | 1978.0 |
| 28146.0 | 2165.0 |
| 42468.0 | 239.0 |
| 1.8828259e7 | 143.0 |
| 1.9157323e7 | 254.0 |
| 2.6328957e7 | 224.0 |
| 4.8503188e7 | 212.0 |
| 30903.0 | 1098.0 |
| 1247265.0 | 420.0 |
| 2.2396088e7 | 382.0 |
| 343134.0 | 2588.0 |
| 2080614.0 | 56.0 |
| 5.4576363e7 | 76.0 |
| 7.0582827e7 | 1.0 |
| 72758.0 | 9371.0 |
| 2188048.0 | 905.0 |
| 7744446.0 | 403.0 |
| 1.5000856e7 | 1439.0 |
| 1.5137812e7 | 1970.0 |
| 2.3329907e7 | 1242.0 |
| 5.0760135e7 | 432.0 |
| 2.8387935e7 | 521.0 |
| 1.497893e7 | 154.0 |
| 1.8814781e7 | 722.0 |
| 2.8212195e7 | 151.0 |
| 2.907822e7 | 304.0 |
| 3.2197081e7 | 455.0 |
| 4.7917953e7 | 385.0 |
| 5.5455444e7 | 288.0 |
| 5.5960908e7 | 136.0 |
| 6.6241271e7 | 296.0 |
| 7360355.0 | 669.0 |
| 1.4582319e7 | 105.0 |
| 5.8265866e7 | 16.0 |
| 13289.0 | 5210.0 |
| 13623.0 | 1532.0 |
| 105796.0 | 2895.0 |
| 611323.0 | 749.0 |
| 923896.0 | 207.0 |
| 1026468.0 | 218.0 |
| 2352987.0 | 2299.0 |
| 2569830.0 | 24.0 |
| 3072809.0 | 1586.0 |
| 4238857.0 | 476.0 |
| 8518977.0 | 168.0 |
| 1.4250638e7 | 54.0 |
| 1.7405545e7 | 51.0 |
| 1.7990997e7 | 1502.0 |
| 3.0555928e7 | 32.0 |
| 3.8759326e7 | 27.0 |
| 3.9269714e7 | 418.0 |
| 3.9817572e7 | 248.0 |
| 5.1907848e7 | 69.0 |
| 5.8427038e7 | 58.0 |
| 6.8021038e7 | 131.0 |
| 6.8072188e7 | 85.0 |
| 6.9618014e7 | 14.0 |
| 513940.0 | 25.0 |
| 1568873.0 | 1099.0 |
| 1.1421308e7 | 313.0 |
| 1.1421636e7 | 583.0 |
| 1.1485448e7 | 28.0 |
| 1.3629231e7 | 28.0 |
| 3.6847774e7 | 43.0 |
| 4.2291886e7 | 285.0 |
| 4.7490223e7 | 136.0 |
| 7.1302651e7 | 45.0 |
| 57020.0 | 737.0 |
| 265366.0 | 1941.0 |
| 359796.0 | 214.0 |
| 381549.0 | 1443.0 |
| 385313.0 | 6293.0 |
| 474711.0 | 1032.0 |
| 1636908.0 | 1638.0 |
| 1781570.0 | 30.0 |
| 5657142.0 | 1.0 |
| 6994405.0 | 59.0 |
| 8992253.0 | 191.0 |
| 1.0039332e7 | 1410.0 |
| 1.7861685e7 | 88.0 |
| 2.4806426e7 | 877.0 |
| 3.3024752e7 | 422.0 |
| 3.6977363e7 | 160.0 |
| 3.8194253e7 | 262.0 |
| 6.9073234e7 | 46.0 |
| 42373.0 | 298.0 |
| 78478.0 | 2526.0 |
| 895795.0 | 119.0 |
| 2.7634189e7 | 52.0 |
| 3.5939115e7 | 54.0 |
| 7.0523411e7 | 294.0 |
| 244629.0 | 1270.0 |
| 35071.0 | 733.0 |
| 35820.0 | 630.0 |
| 33569.0 | 147.0 |
| 6.8859854e7 | 688.0 |
| 48510.0 | 1273.0 |
| 404260.0 | 1019.0 |
| 1723528.0 | 325.0 |
| 3463650.0 | 459.0 |
| 8659009.0 | 57.0 |
| 9690865.0 | 52.0 |
| 1.8017259e7 | 60.0 |
| 2.7732133e7 | 788.0 |
| 2.958062e7 | 27.0 |
| 5.6837511e7 | 347.0 |
| 6.9995899e7 | 7.0 |
| 314843.0 | 2022.0 |
| 4.1108958e7 | 73.0 |
| 5.9491801e7 | 30.0 |
| 2865984.0 | 2791.0 |
| 8385838.0 | 130.0 |
| 6.9455241e7 | 574.0 |
| 12027.0 | 10336.0 |
| 409244.0 | 343.0 |
| 67492.0 | 412.0 |
| 215987.0 | 1081.0 |
| 3.8282692e7 | 46.0 |
| 61051.0 | 432.0 |
| 7.1437197e7 | 66.0 |
| 870055.0 | 18.0 |
| 911953.0 | 460.0 |
| 2.4548881e7 | 41.0 |
| 2.4703336e7 | 19.0 |
| 3.1011767e7 | 1235.0 |
| 4.3255834e7 | 277.0 |
| 6.3917914e7 | 43.0 |
| 5.9968539e7 | 426.0 |
| 962892.0 | 200.0 |
| 1.8493456e7 | 1.0 |
| 2.654171e7 | 442.0 |
| 7089085.0 | 49.0 |
| 1.3589583e7 | 89.0 |
| 4.6361261e7 | 17.0 |
| 393186.0 | 424.0 |
| 407209.0 | 25.0 |
| 627911.0 | 46.0 |
| 1524978.0 | 108.0 |
| 1547709.0 | 341.0 |
| 1647594.0 | 783.0 |
| 3032922.0 | 112.0 |
| 3036685.0 | 87.0 |
| 3037250.0 | 104.0 |
| 3347119.0 | 109.0 |
| 3509797.0 | 113.0 |
| 5938173.0 | 483.0 |
| 6235429.0 | 79.0 |
| 6924226.0 | 811.0 |
| 1.3779783e7 | 97.0 |
| 1.4950057e7 | 834.0 |
| 1.6429569e7 | 270.0 |
| 1.6441169e7 | 103.0 |
| 1.6466045e7 | 112.0 |
| 1.6468371e7 | 109.0 |
| 1.6469394e7 | 104.0 |
| 1.6477296e7 | 409.0 |
| 1.6631995e7 | 113.0 |
| 1.6632509e7 | 112.0 |
| 1.6632916e7 | 107.0 |
| 1.666896e7 | 107.0 |
| 2.369687e7 | 258.0 |
| 2.875552e7 | 275.0 |
| 2.91442e7 | 42.0 |
| 3.3730185e7 | 144.0 |
| 3.7642408e7 | 178.0 |
| 3.9865767e7 | 300.0 |
| 4.1475853e7 | 146.0 |
| 4.4876972e7 | 205.0 |
| 4.6432162e7 | 16.0 |
| 5.1140376e7 | 269.0 |
| 5.5992133e7 | 13.0 |
| 5.7227015e7 | 885.0 |
| 6.4779748e7 | 11.0 |
| 2172566.0 | 152.0 |
| 1.4353566e7 | 346.0 |
| 2.1497558e7 | 60.0 |
| 3.5209118e7 | 74.0 |
| 38153.0 | 193.0 |
| 65220.0 | 1785.0 |
| 147280.0 | 532.0 |
| 297114.0 | 939.0 |
| 426303.0 | 258.0 |
| 521582.0 | 270.0 |
| 566521.0 | 100.0 |
| 752544.0 | 696.0 |
| 882285.0 | 2037.0 |
| 1131396.0 | 48.0 |
| 1178536.0 | 496.0 |
| 1527740.0 | 90.0 |
| 1840840.0 | 359.0 |
| 1954702.0 | 436.0 |
| 2564737.0 | 386.0 |
| 2956898.0 | 275.0 |
| 3200152.0 | 624.0 |
| 3381537.0 | 214.0 |
| 3749707.0 | 67.0 |
| 5879761.0 | 203.0 |
| 6008449.0 | 554.0 |
| 6163866.0 | 100.0 |
| 6273921.0 | 58.0 |
| 7151984.0 | 45.0 |
| 8015452.0 | 100.0 |
| 1.0063201e7 | 1088.0 |
| 1.1979107e7 | 548.0 |
| 1.3185094e7 | 36.0 |
| 1.7627213e7 | 33454.0 |
| 1.9004376e7 | 131.0 |
| 1.9258837e7 | 96.0 |
| 1.9286616e7 | 80.0 |
| 1.9819054e7 | 178.0 |
| 2.0137979e7 | 76.0 |
| 2.0240666e7 | 47.0 |
| 2.0778386e7 | 1368.0 |
| 2.0892299e7 | 107.0 |
| 2.2179527e7 | 344.0 |
| 2.2620252e7 | 2390.0 |
| 2.3334799e7 | 235.0 |
| 2.3957023e7 | 17.0 |
| 2.4126182e7 | 411.0 |
| 2.4192395e7 | 17.0 |
| 2.4890561e7 | 343.0 |
| 2.5781883e7 | 180.0 |
| 2.5914678e7 | 49.0 |
| 2.7274222e7 | 632.0 |
| 2.7715801e7 | 41.0 |
| 2.7731272e7 | 406.0 |
| 2.8746529e7 | 70.0 |
| 2.8771788e7 | 318.0 |
| 2.9410367e7 | 2133.0 |
| 3.0809026e7 | 338.0 |
| 3.127299e7 | 175.0 |
| 3.1942099e7 | 2055.0 |
| 3.2059638e7 | 107.0 |
| 3.4750899e7 | 416.0 |
| 3.553545e7 | 371.0 |
| 3.5648102e7 | 287.0 |
| 3.6052985e7 | 363.0 |
| 3.6076762e7 | 569.0 |
| 3.6703624e7 | 1952.0 |
| 4.0923833e7 | 770.0 |
| 4.1566359e7 | 60.0 |
| 4.2007024e7 | 700.0 |
| 4.2066493e7 | 126.0 |
| 4.4023809e7 | 236.0 |
| 4.4369451e7 | 243.0 |
| 4.5574569e7 | 15.0 |
| 4.6584901e7 | 190.0 |
| 4.6941689e7 | 107.0 |
| 4.7281635e7 | 28.0 |
| 4.7387583e7 | 24.0 |
| 4.7611377e7 | 76.0 |
| 4.8699559e7 | 138.0 |
| 4.9506527e7 | 396.0 |
| 5.2192435e7 | 341.0 |
| 5.2217865e7 | 119.0 |
| 5.2291471e7 | 144.0 |
| 5.3656594e7 | 209.0 |
| 5.8305463e7 | 421.0 |
| 5.883202e7 | 548.0 |
| 5.9885872e7 | 19.0 |
| 6.010041e7 | 1391.0 |
| 6.0211295e7 | 668.0 |
| 6.0367555e7 | 339.0 |
| 6.0727429e7 | 240.0 |
| 6.1333939e7 | 238.0 |
| 6.2664637e7 | 3008.0 |
| 6.8416031e7 | 18.0 |
| 6.8548353e7 | 160.0 |
| 6.8872066e7 | 97.0 |
| 6.9079971e7 | 50.0 |
| 195642.0 | 764.0 |
| 1.1162609e7 | 1251.0 |
| 3.7736283e7 | 10.0 |
| 1098309.0 | 535.0 |
| 1088.0 | 1274.0 |
| 1645.0 | 1574.0 |
| 2122.0 | 3760.0 |
| 2142.0 | 270.0 |
| 2866.0 | 428.0 |
| 3175.0 | 246.0 |
| 3794.0 | 2542.0 |
| 4101.0 | 265.0 |
| 4519.0 | 443.0 |
| 5300.0 | 3362.0 |
| 6336.0 | 231.0 |
| 6357.0 | 750.0 |
| 6466.0 | 19090.0 |
| 6620.0 | 348.0 |
| 6654.0 | 9858.0 |
| 7253.0 | 21.0 |
| 7554.0 | 1325.0 |
| 7833.0 | 102.0 |
| 8389.0 | 4010.0 |
| 8592.0 | 1746.0 |
| 10623.0 | 20955.0 |
| 11033.0 | 5011.0 |
| 11458.0 | 301.0 |
| 11748.0 | 1077.0 |
| 12799.0 | 3361.0 |
| 14570.0 | 585.0 |
| 14832.0 | 840.0 |
| 15447.0 | 856.0 |
| 16339.0 | 4013.0 |
| 16386.0 | 109.0 |
| 16861.0 | 1497.0 |
| 17753.0 | 675.0 |
| 18024.0 | 862.0 |
| 18866.0 | 3452.0 |
| 19079.0 | 1522.0 |
| 19553.0 | 2745.0 |
| 20497.0 | 208.0 |
| 20683.0 | 1015.0 |
| 20735.0 | 777.0 |
| 22097.0 | 95.0 |
| 22346.0 | 765.0 |
| 22373.0 | 217.0 |
| 23015.0 | 4497.0 |
| 23336.0 | 1019.0 |
| 23364.0 | 1256.0 |
| 24171.0 | 1260.0 |
| 24347.0 | 1104.0 |
| 24663.0 | 1227.0 |
| 26623.0 | 1.0 |
| 27760.0 | 213.0 |
| 28024.0 | 671.0 |
| 28170.0 | 501.0 |
| 28664.0 | 135.0 |
| 29054.0 | 167.0 |
| 29228.0 | 319.0 |
| 29285.0 | 180.0 |
| 29834.0 | 724.0 |
| 30361.0 | 914.0 |
| 30654.0 | 1713.0 |
| 31035.0 | 1978.0 |
| 31236.0 | 702.0 |
| 31261.0 | 371.0 |
| 32460.0 | 748.0 |
| 34061.0 | 1405.0 |
| 34759.0 | 436.0 |
| 35351.0 | 327.0 |
| 35361.0 | 103.0 |
| 35689.0 | 112.0 |
| 35694.0 | 160.0 |
| 35912.0 | 196.0 |
| 36131.0 | 242.0 |
| 36224.0 | 618.0 |
| 36355.0 | 164.0 |
| 37146.0 | 822.0 |
| 37307.0 | 2164.0 |
| 38311.0 | 34.0 |
| 38422.0 | 1622.0 |
| 39432.0 | 459.0 |
| 40011.0 | 256.0 |
| 40335.0 | 5063.0 |
| 40515.0 | 1342.0 |
| 41409.0 | 116.0 |
| 41890.0 | 1486.0 |
| 41988.0 | 53.0 |
| 42635.0 | 1533.0 |
| 42834.0 | 267.0 |
| 43103.0 | 73.0 |
| 43527.0 | 1148.0 |
| 43935.0 | 466.0 |
| 44022.0 | 101.0 |
| 44437.0 | 789.0 |
| 44596.0 | 526.0 |
| 44822.0 | 1056.0 |
| 45307.0 | 105.0 |
| 46943.0 | 255.0 |
| 47084.0 | 58.0 |
| 47217.0 | 169.0 |
| 47711.0 | 354.0 |
| 48398.0 | 839.0 |
| 49308.0 | 581.0 |
| 49331.0 | 570.0 |
| 49855.0 | 5927.0 |
| 50223.0 | 293.0 |
| 51123.0 | 3620.0 |
| 55265.0 | 728.0 |
| 55283.0 | 262.0 |
| 56110.0 | 176.0 |
| 56680.0 | 4850.0 |
| 56987.0 | 425.0 |
| 57201.0 | 1327.0 |
| 57370.0 | 1635.0 |
| 58305.0 | 979.0 |
| 58665.0 | 98.0 |
| 59355.0 | 275.0 |
| 59384.0 | 45.0 |
| 59990.0 | 1028.0 |
| 63087.0 | 709.0 |
| 63106.0 | 824.0 |
| 65408.0 | 605.0 |
| 65867.0 | 265.0 |
| 67376.0 | 2325.0 |
| 67782.0 | 1537.0 |
| 68090.0 | 2882.0 |
| 68202.0 | 4870.0 |
| 68610.0 | 301.0 |
| 69042.0 | 16.0 |
| 69352.0 | 89.0 |
| 70097.0 | 267.0 |
| 71510.0 | 909.0 |
| 74775.0 | 444.0 |
| 74820.0 | 40.0 |
| 74836.0 | 216.0 |
| 74904.0 | 183.0 |
| 75039.0 | 730.0 |
| 75122.0 | 1079.0 |
| 75149.0 | 2067.0 |
| 76143.0 | 234.0 |
| 76885.0 | 736.0 |
| 77234.0 | 41.0 |
| 79220.0 | 164.0 |
| 80332.0 | 2409.0 |
| 80579.0 | 1001.0 |
| 82730.0 | 1.0 |
| 83250.0 | 1253.0 |
| 84018.0 | 306.0 |
| 85321.0 | 969.0 |
| 86082.0 | 278.0 |
| 87338.0 | 629.0 |
| 87462.0 | 628.0 |
| 87656.0 | 31.0 |
| 89056.0 | 514.0 |
| 89537.0 | 456.0 |
| 89844.0 | 1194.0 |
| 89878.0 | 383.0 |
| 90461.0 | 1374.0 |
| 90550.0 | 61.0 |
| 91141.0 | 322.0 |
| 91367.0 | 912.0 |
| 91446.0 | 1235.0 |
| 91784.0 | 539.0 |
| 91785.0 | 583.0 |
| 91937.0 | 1583.0 |
| 92080.0 | 581.0 |
| 92644.0 | 53.0 |
| 93341.0 | 1030.0 |
| 93407.0 | 578.0 |
| 93486.0 | 341.0 |
| 93948.0 | 1150.0 |
| 94377.0 | 1824.0 |
| 94695.0 | 925.0 |
| 94819.0 | 713.0 |
| 94950.0 | 824.0 |
| 95080.0 | 710.0 |
| 95476.0 | 82.0 |
| 95715.0 | 652.0 |
| 95940.0 | 716.0 |
| 95994.0 | 853.0 |
| 96044.0 | 376.0 |
| 96224.0 | 2086.0 |
| 96488.0 | 43.0 |
| 97004.0 | 1420.0 |
| 97092.0 | 1106.0 |
| 97218.0 | 3415.0 |
| 99168.0 | 579.0 |
| 99239.0 | 62.0 |
| 99454.0 | 1036.0 |
| 99861.0 | 174.0 |
| 100274.0 | 478.0 |
| 100446.0 | 132.0 |
| 100800.0 | 75.0 |
| 100986.0 | 913.0 |
| 101055.0 | 957.0 |
| 101094.0 | 1011.0 |
| 101627.0 | 1019.0 |
| 102119.0 | 204.0 |
| 102793.0 | 507.0 |
| 102960.0 | 854.0 |
| 103011.0 | 422.0 |
| 103357.0 | 357.0 |
| 103902.0 | 726.0 |
| 104688.0 | 243.0 |
| 105153.0 | 322.0 |
| 105536.0 | 115.0 |
| 106535.0 | 655.0 |
| 106544.0 | 1206.0 |
| 106724.0 | 466.0 |
| 106783.0 | 282.0 |
| 107032.0 | 97.0 |
| 107536.0 | 404.0 |
| 108221.0 | 251.0 |
| 108460.0 | 121.0 |
| 108560.0 | 380.0 |
| 108806.0 | 1437.0 |
| 109050.0 | 102.0 |
| 109068.0 | 322.0 |
| 109172.0 | 103.0 |
| 109608.0 | 474.0 |
| 109613.0 | 482.0 |
| 109622.0 | 1064.0 |
| 109800.0 | 71.0 |
| 109909.0 | 291.0 |
| 110081.0 | 125.0 |
| 110682.0 | 94.0 |
| 110904.0 | 157.0 |
| 111300.0 | 193.0 |
| 111381.0 | 188.0 |
| 111515.0 | 164.0 |
| 112020.0 | 123.0 |
| 112971.0 | 118.0 |
| 113000.0 | 107.0 |
| 114206.0 | 374.0 |
| 114503.0 | 190.0 |
| 114851.0 | 148.0 |
| 115528.0 | 78.0 |
| 115741.0 | 129.0 |
| 116259.0 | 184.0 |
| 116312.0 | 655.0 |
| 117500.0 | 129.0 |
| 117987.0 | 70.0 |
| 117994.0 | 328.0 |
| 118185.0 | 288.0 |
| 118989.0 | 180.0 |
| 119432.0 | 252.0 |
| 119517.0 | 104.0 |
| 119813.0 | 99.0 |
| 120706.0 | 179.0 |
| 120861.0 | 154.0 |
| 120899.0 | 143.0 |
| 120988.0 | 123.0 |
| 121749.0 | 497.0 |
| 121763.0 | 475.0 |
| 121854.0 | 202.0 |
| 122128.0 | 211.0 |
| 122334.0 | 126.0 |
| 122484.0 | 117.0 |
| 122555.0 | 194.0 |
| 124411.0 | 115.0 |
| 124647.0 | 421.0 |
| 124743.0 | 342.0 |
| 124798.0 | 183.0 |
| 124861.0 | 141.0 |
| 124967.0 | 470.0 |
| 125052.0 | 490.0 |
| 126365.0 | 1427.0 |
| 126373.0 | 225.0 |
| 127109.0 | 202.0 |
| 127147.0 | 164.0 |
| 127444.0 | 98.0 |
| 128131.0 | 85.0 |
| 128367.0 | 89.0 |
| 128389.0 | 119.0 |
| 128589.0 | 91.0 |
| 128935.0 | 216.0 |
| 129153.0 | 875.0 |
| 129345.0 | 320.0 |
| 129791.0 | 890.0 |
| 130003.0 | 118.0 |
| 130062.0 | 505.0 |
| 130544.0 | 278.0 |
| 130557.0 | 257.0 |
| 130995.0 | 198.0 |
| 131213.0 | 320.0 |
| 131811.0 | 677.0 |
| 131931.0 | 116.0 |
| 132171.0 | 183.0 |
| 132318.0 | 260.0 |
| 133018.0 | 327.0 |
| 133153.0 | 241.0 |
| 133160.0 | 281.0 |
| 133524.0 | 194.0 |
| 133577.0 | 141.0 |
| 133590.0 | 193.0 |
| 133730.0 | 326.0 |
| 134138.0 | 413.0 |
| 134205.0 | 126.0 |
| 134607.0 | 103.0 |
| 134748.0 | 120.0 |
| 134924.0 | 351.0 |
| 135000.0 | 95.0 |
| 135027.0 | 95.0 |
| 135267.0 | 102.0 |
| 135423.0 | 230.0 |
| 135533.0 | 183.0 |
| 135867.0 | 162.0 |
| 135965.0 | 272.0 |
| 135976.0 | 2295.0 |
| 136625.0 | 296.0 |
| 136631.0 | 86.0 |
| 136924.0 | 201.0 |
| 137124.0 | 157.0 |
| 137193.0 | 1680.0 |
| 137377.0 | 264.0 |
| 137501.0 | 158.0 |
| 137793.0 | 490.0 |
| 138920.0 | 300.0 |
| 139024.0 | 130.0 |
| 139128.0 | 135.0 |
| 139335.0 | 269.0 |
| 139379.0 | 169.0 |
| 139469.0 | 164.0 |
| 139535.0 | 162.0 |
| 139747.0 | 197.0 |
| 139830.0 | 131.0 |
| 140021.0 | 219.0 |
| 140081.0 | 75.0 |
| 140541.0 | 191.0 |
| 143432.0 | 695.0 |
| 143737.0 | 8894.0 |
| 144475.0 | 345.0 |
| 144685.0 | 105.0 |
| 145095.0 | 1575.0 |
| 145203.0 | 83.0 |
| 145504.0 | 372.0 |
| 146411.0 | 683.0 |
| 147711.0 | 1528.0 |
| 147958.0 | 1058.0 |
| 150822.0 | 527.0 |
| 150843.0 | 174.0 |
| 150956.0 | 361.0 |
| 151960.0 | 714.0 |
| 152004.0 | 796.0 |
| 154034.0 | 364.0 |
| 154202.0 | 337.0 |
| 155251.0 | 940.0 |
| 155350.0 | 312.0 |
| 155510.0 | 33.0 |
| 156363.0 | 2191.0 |
| 156365.0 | 428.0 |
| 157384.0 | 236.0 |
| 157426.0 | 1219.0 |
| 158803.0 | 136.0 |
| 160009.0 | 363.0 |
| 160235.0 | 417.0 |
| 160767.0 | 207.0 |
| 160820.0 | 50.0 |
| 161295.0 | 377.0 |
| 162260.0 | 77.0 |
| 162296.0 | 1902.0 |
| 162321.0 | 437.0 |
| 162473.0 | 261.0 |
| 164603.0 | 1082.0 |
| 166150.0 | 174.0 |
| 166194.0 | 3158.0 |
| 166735.0 | 226.0 |
| 167071.0 | 704.0 |
| 167316.0 | 1091.0 |
| 168654.0 | 772.0 |
| 168987.0 | 756.0 |
| 169588.0 | 238.0 |
| 170542.0 | 1.0 |
| 170846.0 | 725.0 |
| 170948.0 | 1769.0 |
| 171723.0 | 1548.0 |
| 172015.0 | 842.0 |
| 172959.0 | 1150.0 |
| 173059.0 | 305.0 |
| 173691.0 | 1033.0 |
| 174229.0 | 663.0 |
| 175197.0 | 243.0 |
| 175201.0 | 213.0 |
| 175229.0 | 266.0 |
| 175233.0 | 302.0 |
| 175394.0 | 105.0 |
| 175634.0 | 8347.0 |
| 175702.0 | 1832.0 |
| 175738.0 | 231.0 |
| 176152.0 | 207.0 |
| 176213.0 | 174.0 |
| 176826.0 | 331.0 |
| 177496.0 | 1075.0 |
| 178254.0 | 75.0 |
| 178564.0 | 437.0 |
| 178576.0 | 334.0 |
| 179115.0 | 1015.0 |
| 179749.0 | 572.0 |
| 180155.0 | 1099.0 |
| 181399.0 | 206.0 |
| 182237.0 | 1102.0 |
| 182678.0 | 395.0 |
| 182945.0 | 2065.0 |
| 183275.0 | 480.0 |
| 183955.0 | 898.0 |
| 184096.0 | 277.0 |
| 184483.0 | 450.0 |
| 184976.0 | 490.0 |
| 185513.0 | 84.0 |
| 186588.0 | 37.0 |
| 187027.0 | 302.0 |
| 188488.0 | 684.0 |
| 188644.0 | 386.0 |
| 188834.0 | 11277.0 |
| 188986.0 | 283.0 |
| 189182.0 | 389.0 |
| 189488.0 | 282.0 |
| 190227.0 | 697.0 |
| 191350.0 | 19.0 |
| 191933.0 | 610.0 |
| 192401.0 | 135.0 |
| 192545.0 | 979.0 |
| 192952.0 | 14.0 |
| 194034.0 | 2062.0 |
| 195291.0 | 124.0 |
| 195367.0 | 399.0 |
| 196013.0 | 1.0 |
| 196290.0 | 862.0 |
| 197588.0 | 333.0 |
| 198800.0 | 530.0 |
| 202253.0 | 12.0 |
| 203592.0 | 309.0 |
| 203894.0 | 174.0 |
| 204839.0 | 476.0 |
| 204974.0 | 532.0 |
| 205013.0 | 1535.0 |
| 205392.0 | 105.0 |
| 206351.0 | 734.0 |
| 206719.0 | 879.0 |
| 207103.0 | 881.0 |
| 210661.0 | 1059.0 |
| 210744.0 | 2955.0 |
| 212007.0 | 454.0 |
| 212504.0 | 379.0 |
| 213270.0 | 1181.0 |
| 213483.0 | 391.0 |
| 213516.0 | 556.0 |
| 214547.0 | 194.0 |
| 214719.0 | 78.0 |
| 214739.0 | 373.0 |
| 216619.0 | 313.0 |
| 216635.0 | 243.0 |
| 216854.0 | 316.0 |
| 216941.0 | 288.0 |
| 217119.0 | 778.0 |
| 219514.0 | 171.0 |
| 219523.0 | 190.0 |
| 219558.0 | 60.0 |
| 221858.0 | 298.0 |
| 222543.0 | 839.0 |
| 222556.0 | 581.0 |
| 225359.0 | 386.0 |
| 227161.0 | 202.0 |
| 229071.0 | 584.0 |
| 229254.0 | 461.0 |
| 230513.0 | 318.0 |
| 230596.0 | 1.0 |
| 231287.0 | 490.0 |
| 231350.0 | 304.0 |
| 232043.0 | 18.0 |
| 232643.0 | 472.0 |
| 233567.0 | 1560.0 |
| 233799.0 | 382.0 |
| 234892.0 | 322.0 |
| 234983.0 | 33.0 |
| 236532.0 | 40.0 |
| 236636.0 | 721.0 |
| 236893.0 | 78.0 |
| 237019.0 | 5152.0 |
| 237504.0 | 11506.0 |
| 238193.0 | 1289.0 |
| 239148.0 | 154.0 |
| 240376.0 | 297.0 |
| 241236.0 | 765.0 |
| 241533.0 | 148.0 |
| 242832.0 | 69.0 |
| 243022.0 | 447.0 |
| 244128.0 | 306.0 |
| 244597.0 | 133.0 |
| 245390.0 | 1189.0 |
| 246703.0 | 231.0 |
| 246728.0 | 1443.0 |
| 246944.0 | 76.0 |
| 247396.0 | 473.0 |
| 247653.0 | 297.0 |
| 250336.0 | 954.0 |
| 251316.0 | 293.0 |
| 251353.0 | 237.0 |
| 252206.0 | 238.0 |
| 253769.0 | 752.0 |
| 255040.0 | 214.0 |
| 255247.0 | 480.0 |
| 255394.0 | 73.0 |
| 256092.0 | 449.0 |
| 256425.0 | 1276.0 |
| 256830.0 | 245.0 |
| 258032.0 | 516.0 |
| 259633.0 | 190.0 |
| 259849.0 | 248.0 |
| 260195.0 | 130.0 |
| 260726.0 | 399.0 |
| 260819.0 | 163.0 |
| 261168.0 | 306.0 |
| 262597.0 | 518.0 |
| 265189.0 | 1215.0 |
| 265240.0 | 45.0 |
| 265769.0 | 236.0 |
| 266215.0 | 997.0 |
| 266617.0 | 645.0 |
| 268622.0 | 1127.0 |
| 270981.0 | 783.0 |
| 271109.0 | 1102.0 |
| 272094.0 | 141.0 |
| 273285.0 | 215601.0 |
| 273916.0 | 720.0 |
| 274468.0 | 439.0 |
| 274848.0 | 1063.0 |
| 275204.0 | 452.0 |
| 276399.0 | 69.0 |
| 276436.0 | 3662.0 |
| 277349.0 | 116.0 |
| 277404.0 | 572.0 |
| 282396.0 | 563.0 |
| 283975.0 | 2679.0 |
| 284489.0 | 253.0 |
| 284944.0 | 987.0 |
| 286323.0 | 408.0 |
| 286699.0 | 3.0 |
| 287568.0 | 823.0 |
| 290513.0 | 193.0 |
| 291112.0 | 1614.0 |
| 292080.0 | 362.0 |
| 292083.0 | 1735.0 |
| 292297.0 | 70.0 |
| 292608.0 | 1.0 |
| 292708.0 | 1694.0 |
| 293418.0 | 108.0 |
| 294136.0 | 593.0 |
| 295286.0 | 772.0 |
| 296688.0 | 1.0 |
| 297391.0 | 354.0 |
| 298705.0 | 1882.0 |
| 300474.0 | 1.0 |
| 300539.0 | 741.0 |
| 300825.0 | 1713.0 |
| 301798.0 | 691.0 |
| 302825.0 | 403.0 |
| 303632.0 | 327.0 |
| 306504.0 | 4396.0 |
| 308075.0 | 956.0 |
| 308619.0 | 366.0 |
| 308930.0 | 611.0 |
| 310155.0 | 1.0 |
| 310436.0 | 278.0 |
| 310514.0 | 254.0 |
| 310547.0 | 881.0 |
| 310950.0 | 484.0 |
| 311192.0 | 443.0 |
| 311544.0 | 105.0 |
| 312383.0 | 144.0 |
| 313148.0 | 285.0 |
| 314115.0 | 150.0 |
| 316184.0 | 353.0 |
| 317828.0 | 209.0 |
| 318168.0 | 254.0 |
| 319698.0 | 532.0 |
| 319884.0 | 1745.0 |
| 320408.0 | 1008.0 |
| 320632.0 | 146.0 |
| 320680.0 | 637.0 |
| 321560.0 | 1600.0 |
| 321932.0 | 709.0 |
| 322355.0 | 714.0 |
| 323084.0 | 566.0 |
| 323181.0 | 508.0 |
| 323599.0 | 1.0 |
| 324091.0 | 2364.0 |
| 325102.0 | 23.0 |
| 325894.0 | 548.0 |
| 326538.0 | 6398.0 |
| 328324.0 | 231.0 |
| 328529.0 | 244.0 |
| 328989.0 | 405.0 |
| 329607.0 | 137.0 |
| 330299.0 | 263.0 |
| 330799.0 | 695.0 |
| 333479.0 | 1542.0 |
| 335442.0 | 612.0 |
| 336694.0 | 2959.0 |
| 338090.0 | 567.0 |
| 338512.0 | 452.0 |
| 338757.0 | 496.0 |
| 340002.0 | 1754.0 |
| 340950.0 | 265.0 |
| 342305.0 | 2216.0 |
| 342902.0 | 572.0 |
| 343353.0 | 599.0 |
| 343570.0 | 819.0 |
| 343903.0 | 1138.0 |
| 343960.0 | 1068.0 |
| 344048.0 | 414.0 |
| 344070.0 | 135.0 |
| 344507.0 | 81.0 |
| 346809.0 | 300.0 |
| 346916.0 | 135.0 |
| 347258.0 | 222.0 |
| 347352.0 | 1887.0 |
| 347379.0 | 402.0 |
| 347775.0 | 324.0 |
| 348799.0 | 2470.0 |
| 348851.0 | 50.0 |
| 350399.0 | 1014.0 |
| 350569.0 | 340.0 |
| 350570.0 | 343.0 |
| 351267.0 | 286.0 |
| 351369.0 | 142.0 |
| 352674.0 | 316.0 |
| 352731.0 | 314.0 |
| 353742.0 | 82.0 |
| 354686.0 | 143.0 |
| 355377.0 | 346.0 |
| 355477.0 | 1706.0 |
| 356454.0 | 322.0 |
| 356543.0 | 1240.0 |
| 357220.0 | 991.0 |
| 358095.0 | 1126.0 |
| 359354.0 | 224.0 |
| 360246.0 | 331.0 |
| 360668.0 | 21.0 |
| 361204.0 | 20.0 |
| 362827.0 | 221.0 |
| 362829.0 | 453.0 |
| 366447.0 | 399.0 |
| 366610.0 | 563.0 |
| 367125.0 | 184.0 |
| 367456.0 | 125.0 |
| 370123.0 | 398.0 |
| 371545.0 | 455.0 |
| 373118.0 | 1477.0 |
| 373721.0 | 341.0 |
| 374216.0 | 554.0 |
| 375375.0 | 1767.0 |
| 375623.0 | 908.0 |
| 376168.0 | 279.0 |
| 376270.0 | 116.0 |
| 376563.0 | 131.0 |
| 376576.0 | 111.0 |
| 377210.0 | 494.0 |
| 377372.0 | 189.0 |
| 377515.0 | 558.0 |
| 378053.0 | 1193.0 |
| 378262.0 | 255.0 |
| 378310.0 | 290.0 |
| 380922.0 | 1280.0 |
| 382614.0 | 61.0 |
| 383876.0 | 529.0 |
| 384788.0 | 149.0 |
| 384959.0 | 248.0 |
| 385152.0 | 27.0 |
| 386689.0 | 306.0 |
| 386707.0 | 232.0 |
| 386888.0 | 203.0 |
| 390373.0 | 446.0 |
| 390569.0 | 884.0 |
| 392119.0 | 141.0 |
// Average in-degree
g.inDegrees.select(avg("inDegree")).show()
+-----------------+
| avg(inDegree)|
+-----------------+
|94.53287118924774|
+-----------------+
display(g.inDegrees)
| id | inDegree |
|---|---|
| 1143.0 | 3691.0 |
| 1270.0 | 517.0 |
| 1322.0 | 185.0 |
| 1650.0 | 421.0 |
| 2393.0 | 2066.0 |
| 3352.0 | 12195.0 |
| 4391.0 | 972.0 |
| 6559.0 | 36.0 |
| 7387.0 | 1964.0 |
| 8222.0 | 572.0 |
| 8407.0 | 566.0 |
| 9454.0 | 256.0 |
| 10798.0 | 49.0 |
| 10862.0 | 613.0 |
| 11025.0 | 1071.0 |
| 11393.0 | 2397.0 |
| 11800.0 | 14.0 |
| 12393.0 | 115.0 |
| 12998.0 | 94.0 |
| 13009.0 | 1586.0 |
| 13060.0 | 278.0 |
| 13207.0 | 844.0 |
| 13483.0 | 1452.0 |
| 13601.0 | 2.0 |
| 13648.0 | 1.0 |
| 13910.0 | 20.0 |
| 14837.0 | 617.0 |
| 14997.0 | 91.0 |
| 15207.0 | 296.0 |
| 15655.0 | 21944.0 |
| 16283.0 | 231.0 |
| 16534.0 | 36.0 |
| 16791.0 | 69.0 |
| 17044.0 | 518.0 |
| 17775.0 | 627.0 |
| 17783.0 | 197.0 |
| 17809.0 | 175.0 |
| 18221.0 | 16.0 |
| 18382.0 | 840.0 |
| 19868.0 | 7.0 |
| 20029.0 | 36.0 |
| 20134.0 | 5935.0 |
| 20398.0 | 203.0 |
| 21058.0 | 766.0 |
| 22609.0 | 46.0 |
| 22684.0 | 28.0 |
| 23144.0 | 5.0 |
| 25203.0 | 583.0 |
| 25638.0 | 340.0 |
| 27214.0 | 166.0 |
| 27266.0 | 164.0 |
| 29109.0 | 483.0 |
| 29177.0 | 1565.0 |
| 29630.0 | 179.0 |
| 29942.0 | 635.0 |
| 30330.0 | 623.0 |
| 30525.0 | 61.0 |
| 30617.0 | 316.0 |
| 31285.0 | 327.0 |
| 31350.0 | 1301.0 |
| 31834.0 | 342.0 |
| 32648.0 | 7.0 |
| 32680.0 | 845.0 |
| 33607.0 | 1457.0 |
| 34197.0 | 4213.0 |
| 34488.0 | 256.0 |
| 34569.0 | 1164.0 |
| 34602.0 | 2066.0 |
| 34611.0 | 1268.0 |
| 34697.0 | 263.0 |
| 34713.0 | 474.0 |
| 35044.0 | 58.0 |
| 35399.0 | 27.0 |
| 35632.0 | 36.0 |
| 35794.0 | 24.0 |
| 36192.0 | 62.0 |
| 36347.0 | 35.0 |
| 37409.0 | 2593.0 |
| 37657.0 | 4.0 |
| 38297.0 | 12.0 |
| 38607.0 | 170.0 |
| 39742.0 | 101.0 |
| 39977.0 | 74.0 |
| 41126.0 | 1.0 |
| 41496.0 | 3.0 |
| 41696.0 | 5.0 |
| 41913.0 | 146.0 |
| 43938.0 | 8.0 |
| 44205.0 | 758.0 |
| 44884.0 | 4.0 |
| 46818.0 | 697.0 |
| 48316.0 | 47.0 |
| 48838.0 | 61.0 |
| 48880.0 | 42.0 |
| 49503.0 | 344.0 |
| 49686.0 | 314.0 |
| 50847.0 | 341.0 |
| 51022.0 | 318.0 |
| 51640.0 | 124.0 |
| 52100.0 | 163.0 |
| 52987.0 | 704.0 |
| 53056.0 | 1107.0 |
| 53528.0 | 752.0 |
| 54172.0 | 404.0 |
| 54448.0 | 443.0 |
| 54551.0 | 73.0 |
| 54958.0 | 993.0 |
| 54989.0 | 584.0 |
| 55013.0 | 549.0 |
| 55498.0 | 43.0 |
| 55539.0 | 351.0 |
| 56168.0 | 1704.0 |
| 56259.0 | 942.0 |
| 56617.0 | 855.0 |
| 56943.0 | 173.0 |
| 57955.0 | 357.0 |
| 58811.0 | 218.0 |
| 59680.0 | 12.0 |
| 60001.0 | 1689.0 |
| 60068.0 | 127.0 |
| 60964.0 | 217.0 |
| 61202.0 | 18.0 |
| 61344.0 | 1923.0 |
| 62172.0 | 3.0 |
| 62740.0 | 341.0 |
| 63469.0 | 825.0 |
| 64648.0 | 1826.0 |
| 65104.0 | 181.0 |
| 65305.0 | 609.0 |
| 67231.0 | 1008.0 |
| 67618.0 | 126.0 |
| 67865.0 | 92.0 |
| 68078.0 | 335.0 |
| 68592.0 | 15.0 |
| 68678.0 | 3.0 |
| 69247.0 | 6.0 |
| 69385.0 | 129.0 |
| 71821.0 | 3983.0 |
| 72785.0 | 116.0 |
| 74097.0 | 1056.0 |
| 74411.0 | 676.0 |
| 74854.0 | 9.0 |
| 74948.0 | 2.0 |
| 75515.0 | 702.0 |
| 75877.0 | 184.0 |
| 75979.0 | 4.0 |
| 76366.0 | 573.0 |
| 77352.0 | 2290.0 |
| 77488.0 | 194.0 |
| 78023.0 | 8250.0 |
| 79130.0 | 91.0 |
| 79791.0 | 244.0 |
| 82498.0 | 126.0 |
| 82516.0 | 2.0 |
| 84275.0 | 865.0 |
| 84720.0 | 5.0 |
| 84936.0 | 991.0 |
| 85748.0 | 1928.0 |
| 86206.0 | 1.0 |
| 86406.0 | 80.0 |
| 89044.0 | 296.0 |
| 90446.0 | 436.0 |
| 90692.0 | 452.0 |
| 90891.0 | 16.0 |
| 91084.0 | 730.0 |
| 91473.0 | 390.0 |
| 91516.0 | 453.0 |
| 93112.0 | 476.0 |
| 93431.0 | 1074.0 |
| 93487.0 | 2.0 |
| 93645.0 | 327.0 |
| 94274.0 | 130.0 |
| 94284.0 | 67.0 |
| 94642.0 | 502.0 |
| 95701.0 | 314.0 |
| 95707.0 | 361.0 |
| 96382.0 | 2.0 |
| 96706.0 | 520.0 |
| 96978.0 | 1138.0 |
| 97385.0 | 269.0 |
| 97435.0 | 7.0 |
| 97682.0 | 528.0 |
| 98521.0 | 1714.0 |
| 98654.0 | 186.0 |
| 101604.0 | 345.0 |
| 102282.0 | 315.0 |
| 102775.0 | 3340.0 |
| 103751.0 | 28.0 |
| 103767.0 | 387.0 |
| 103918.0 | 2.0 |
| 104909.0 | 218.0 |
| 105086.0 | 104.0 |
| 105673.0 | 40.0 |
| 106346.0 | 308.0 |
| 107118.0 | 41.0 |
| 107401.0 | 717.0 |
| 107820.0 | 153.0 |
| 108159.0 | 123.0 |
| 108223.0 | 263.0 |
| 108249.0 | 183.0 |
| 108500.0 | 37.0 |
| 108976.0 | 415.0 |
| 109035.0 | 120.0 |
| 109450.0 | 379.0 |
| 109517.0 | 39.0 |
| 109546.0 | 89.0 |
| 109859.0 | 46.0 |
| 110168.0 | 226.0 |
| 110203.0 | 27.0 |
| 110512.0 | 112.0 |
| 110639.0 | 1031.0 |
| 110643.0 | 56.0 |
| 110842.0 | 83.0 |
| 110938.0 | 83.0 |
| 111940.0 | 52.0 |
| 112032.0 | 40.0 |
| 112265.0 | 103.0 |
| 112269.0 | 58.0 |
| 112796.0 | 55.0 |
| 113812.0 | 34.0 |
| 114128.0 | 53.0 |
| 114339.0 | 52.0 |
| 114680.0 | 427.0 |
| 114859.0 | 43.0 |
| 115150.0 | 32.0 |
| 116183.0 | 187.0 |
| 116255.0 | 89.0 |
| 116707.0 | 121.0 |
| 116786.0 | 360.0 |
| 117385.0 | 74.0 |
| 119079.0 | 71.0 |
| 119125.0 | 1178.0 |
| 119641.0 | 106.0 |
| 119777.0 | 60.0 |
| 120029.0 | 83.0 |
| 120095.0 | 532.0 |
| 120275.0 | 73.0 |
| 120293.0 | 49.0 |
| 120315.0 | 149.0 |
| 120422.0 | 45.0 |
| 120638.0 | 36.0 |
| 121434.0 | 38.0 |
| 121746.0 | 227.0 |
| 121855.0 | 86.0 |
| 122494.0 | 50.0 |
| 122936.0 | 49.0 |
| 123032.0 | 46.0 |
| 123291.0 | 72.0 |
| 124208.0 | 28.0 |
| 124432.0 | 359.0 |
| 124642.0 | 188.0 |
| 124680.0 | 35.0 |
| 125412.0 | 606.0 |
| 125540.0 | 158.0 |
| 126309.0 | 105.0 |
| 126446.0 | 62.0 |
| 126622.0 | 115.0 |
| 126982.0 | 67.0 |
| 127092.0 | 147.0 |
| 127440.0 | 44.0 |
| 127933.0 | 58.0 |
| 128243.0 | 82.0 |
| 128325.0 | 4422.0 |
| 128345.0 | 1504.0 |
| 128346.0 | 1280.0 |
| 128353.0 | 1194.0 |
| 129488.0 | 37.0 |
| 129632.0 | 65.0 |
| 129726.0 | 76.0 |
| 130013.0 | 40.0 |
| 130418.0 | 28.0 |
| 130437.0 | 27.0 |
| 131430.0 | 151.0 |
| 131479.0 | 90.0 |
| 131506.0 | 1111.0 |
| 131530.0 | 327.0 |
| 131757.0 | 152.0 |
| 132165.0 | 78.0 |
| 132973.0 | 76.0 |
| 133198.0 | 67.0 |
| 134873.0 | 24.0 |
| 135066.0 | 98.0 |
| 135137.0 | 33.0 |
| 135309.0 | 34.0 |
| 135337.0 | 26.0 |
| 135520.0 | 101.0 |
| 135704.0 | 109.0 |
| 135843.0 | 59.0 |
| 135846.0 | 44.0 |
| 135883.0 | 61.0 |
| 136030.0 | 30.0 |
| 136045.0 | 200.0 |
| 136180.0 | 304.0 |
| 136545.0 | 68.0 |
| 136943.0 | 59.0 |
| 137087.0 | 92.0 |
| 137235.0 | 69.0 |
| 137352.0 | 116.0 |
| 138437.0 | 302.0 |
| 139240.0 | 57.0 |
| 139255.0 | 47.0 |
| 139288.0 | 54.0 |
| 139459.0 | 69.0 |
| 139563.0 | 68.0 |
| 139564.0 | 72.0 |
| 140017.0 | 79.0 |
| 140165.0 | 32.0 |
| 140287.0 | 3901.0 |
| 140299.0 | 520.0 |
| 141499.0 | 6.0 |
| 141564.0 | 4.0 |
| 143196.0 | 418.0 |
| 143407.0 | 5.0 |
| 144317.0 | 87.0 |
| 145184.0 | 48.0 |
| 145206.0 | 167.0 |
| 145249.0 | 201.0 |
| 145527.0 | 834.0 |
| 145732.0 | 166.0 |
| 145892.0 | 348.0 |
| 146483.0 | 21.0 |
| 146731.0 | 89.0 |
| 149014.0 | 557.0 |
| 149063.0 | 2.0 |
| 149290.0 | 348.0 |
| 149344.0 | 1099.0 |
| 150112.0 | 3.0 |
| 150793.0 | 193.0 |
| 151299.0 | 210.0 |
| 152018.0 | 473.0 |
| 153014.0 | 170.0 |
| 153465.0 | 1262.0 |
| 153737.0 | 30.0 |
| 155300.0 | 2.0 |
| 155547.0 | 953.0 |
| 158782.0 | 75.0 |
| 158834.0 | 638.0 |
| 159433.0 | 3174.0 |
| 160370.0 | 73.0 |
| 160979.0 | 1179.0 |
| 161791.0 | 261.0 |
| 161948.0 | 5.0 |
| 162798.0 | 122.0 |
| 163118.0 | 3003.0 |
| 164143.0 | 1376.0 |
| 165684.0 | 375.0 |
| 166547.0 | 11.0 |
| 167868.0 | 22.0 |
| 168269.0 | 1150.0 |
| 168308.0 | 529.0 |
| 168375.0 | 475.0 |
| 168902.0 | 687.0 |
| 169073.0 | 134.0 |
| 169717.0 | 381.0 |
| 171070.0 | 78.0 |
| 171272.0 | 1311.0 |
| 171528.0 | 1075.0 |
| 171754.0 | 168.0 |
| 174181.0 | 670.0 |
| 174247.0 | 101.0 |
| 175750.0 | 81.0 |
| 176233.0 | 66.0 |
| 176751.0 | 275.0 |
| 178343.0 | 10.0 |
| 178462.0 | 223.0 |
| 181226.0 | 812.0 |
| 181343.0 | 113.0 |
| 182011.0 | 183.0 |
| 184215.0 | 289.0 |
| 184607.0 | 64.0 |
| 185127.0 | 509.0 |
| 185271.0 | 67.0 |
| 185578.0 | 39.0 |
| 186704.0 | 246.0 |
| 188040.0 | 30.0 |
| 191506.0 | 224.0 |
| 193410.0 | 54.0 |
| 193965.0 | 1216.0 |
| 194292.0 | 413.0 |
| 197207.0 | 38.0 |
| 197753.0 | 21.0 |
| 198568.0 | 117.0 |
| 199049.0 | 9.0 |
| 201120.0 | 350.0 |
| 201484.0 | 160.0 |
| 202687.0 | 3365.0 |
| 203949.0 | 73.0 |
| 204157.0 | 503.0 |
| 204223.0 | 25.0 |
| 205098.0 | 767.0 |
| 205427.0 | 107.0 |
| 207007.0 | 49.0 |
| 208072.0 | 461.0 |
| 208382.0 | 366.0 |
| 210133.0 | 480.0 |
| 210350.0 | 147.0 |
| 210918.0 | 1.0 |
| 211077.0 | 66.0 |
| 213595.0 | 213.0 |
| 213731.0 | 148.0 |
| 213839.0 | 10.0 |
| 214801.0 | 842.0 |
| 215073.0 | 208.0 |
| 215422.0 | 4.0 |
| 215741.0 | 301.0 |
| 215902.0 | 96.0 |
| 218425.0 | 375.0 |
| 219157.0 | 191.0 |
| 219506.0 | 119.0 |
| 220118.0 | 988.0 |
| 220409.0 | 193.0 |
| 220443.0 | 444.0 |
| 221642.0 | 1935.0 |
| 221800.0 | 4.0 |
| 222550.0 | 75.0 |
| 224110.0 | 131.0 |
| 224209.0 | 7.0 |
| 225464.0 | 113.0 |
| 225903.0 | 310.0 |
| 226065.0 | 156.0 |
| 228735.0 | 270.0 |
| 228845.0 | 1210.0 |
| 229519.0 | 78.0 |
| 229520.0 | 1399.0 |
| 230343.0 | 151.0 |
| 232942.0 | 510.0 |
| 233264.0 | 253.0 |
| 234671.0 | 610.0 |
| 234948.0 | 1.0 |
| 238417.0 | 68.0 |
| 238978.0 | 159.0 |
| 239403.0 | 8.0 |
| 239704.0 | 403.0 |
| 240436.0 | 61.0 |
| 241041.0 | 117.0 |
| 241052.0 | 199.0 |
| 241131.0 | 234.0 |
| 241513.0 | 30.0 |
| 241607.0 | 188.0 |
| 242218.0 | 41.0 |
| 242758.0 | 17.0 |
| 244225.0 | 369.0 |
| 244396.0 | 2.0 |
| 246160.0 | 297.0 |
| 246328.0 | 440.0 |
| 247187.0 | 31.0 |
| 248061.0 | 85.0 |
| 248084.0 | 13.0 |
| 250022.0 | 2233.0 |
| 250856.0 | 520.0 |
| 250937.0 | 165.0 |
| 251015.0 | 19.0 |
| 251176.0 | 338.0 |
| 251821.0 | 14.0 |
| 252487.0 | 373.0 |
| 253174.0 | 1484.0 |
| 254926.0 | 4.0 |
| 255514.0 | 293.0 |
| 255613.0 | 48.0 |
| 257219.0 | 463.0 |
| 257231.0 | 92.0 |
| 258274.0 | 63.0 |
| 260310.0 | 173.0 |
| 262290.0 | 2.0 |
| 264918.0 | 918.0 |
| 265901.0 | 628.0 |
| 266301.0 | 100.0 |
| 266920.0 | 643.0 |
| 269545.0 | 261.0 |
| 269839.0 | 175.0 |
| 271783.0 | 3.0 |
| 275092.0 | 2243.0 |
| 275908.0 | 64.0 |
| 276661.0 | 492.0 |
| 276997.0 | 446.0 |
| 277829.0 | 176.0 |
| 285090.0 | 141.0 |
| 286001.0 | 222.0 |
| 286367.0 | 5.0 |
| 288137.0 | 502.0 |
| 289821.0 | 52.0 |
| 293226.0 | 410.0 |
| 294288.0 | 91.0 |
| 294326.0 | 316.0 |
| 295046.0 | 144.0 |
| 295050.0 | 213.0 |
| 295194.0 | 33.0 |
| 296071.0 | 898.0 |
| 296472.0 | 17.0 |
| 297129.0 | 2488.0 |
| 300040.0 | 64.0 |
| 300152.0 | 2.0 |
| 300472.0 | 89.0 |
| 301839.0 | 618.0 |
| 302395.0 | 272.0 |
| 303439.0 | 132.0 |
| 304131.0 | 120.0 |
| 304253.0 | 609.0 |
| 304290.0 | 1.0 |
| 305376.0 | 252.0 |
| 306724.0 | 1031.0 |
| 307267.0 | 538.0 |
| 307801.0 | 2.0 |
| 308100.0 | 6.0 |
| 308913.0 | 4.0 |
| 309306.0 | 147.0 |
| 310108.0 | 78.0 |
| 312072.0 | 220.0 |
| 312252.0 | 198.0 |
| 312341.0 | 3.0 |
| 312989.0 | 691.0 |
| 313481.0 | 152.0 |
| 315015.0 | 199.0 |
| 315685.0 | 122.0 |
| 316095.0 | 547.0 |
| 317022.0 | 831.0 |
| 317602.0 | 10.0 |
| 319709.0 | 28.0 |
| 320300.0 | 29.0 |
| 320853.0 | 662.0 |
| 322269.0 | 886.0 |
| 322340.0 | 41.0 |
| 322603.0 | 3.0 |
| 323237.0 | 170.0 |
| 323465.0 | 3.0 |
| 325615.0 | 178.0 |
| 325956.0 | 116.0 |
| 326495.0 | 354.0 |
| 328674.0 | 121.0 |
| 329252.0 | 139.0 |
| 329436.0 | 94.0 |
| 331009.0 | 2.0 |
| 331337.0 | 271.0 |
| 332124.0 | 671.0 |
| 332348.0 | 100.0 |
| 332491.0 | 83.0 |
| 332738.0 | 111.0 |
| 332748.0 | 58.0 |
| 332841.0 | 3.0 |
| 333011.0 | 123.0 |
| 333487.0 | 86.0 |
| 333735.0 | 38.0 |
| 333965.0 | 49.0 |
| 334463.0 | 415.0 |
| 335014.0 | 117.0 |
| 336338.0 | 24.0 |
| 336911.0 | 654.0 |
| 337426.0 | 221.0 |
| 337536.0 | 1042.0 |
| 337691.0 | 549.0 |
| 338274.0 | 30.0 |
| 340039.0 | 541.0 |
| 341018.0 | 122.0 |
| 341822.0 | 38.0 |
| 344140.0 | 4686.0 |
| 346760.0 | 122.0 |
| 347092.0 | 713.0 |
| 347673.0 | 117.0 |
| 349640.0 | 49.0 |
| 349909.0 | 79.0 |
| 350614.0 | 333.0 |
| 351036.0 | 302.0 |
| 351372.0 | 244.0 |
| 352564.0 | 633.0 |
| 353025.0 | 182.0 |
| 353649.0 | 348.0 |
| 354234.0 | 176.0 |
| 355659.0 | 478.0 |
| 356014.0 | 56.0 |
| 357672.0 | 604.0 |
| 358176.0 | 2062.0 |
| 358896.0 | 93.0 |
| 360268.0 | 334.0 |
| 361053.0 | 250.0 |
| 362399.0 | 232.0 |
| 363278.0 | 206.0 |
| 363548.0 | 42.0 |
| 365238.0 | 169.0 |
| 367537.0 | 33.0 |
| 368227.0 | 534.0 |
| 371388.0 | 238.0 |
| 371942.0 | 134.0 |
| 371973.0 | 393.0 |
| 372912.0 | 182.0 |
| 373421.0 | 5.0 |
| 373595.0 | 4.0 |
| 373870.0 | 1203.0 |
| 374542.0 | 7.0 |
| 375597.0 | 135.0 |
| 375743.0 | 1295.0 |
| 377207.0 | 98.0 |
| 378179.0 | 237.0 |
| 379376.0 | 104.0 |
| 380175.0 | 238.0 |
| 380858.0 | 45.0 |
| 381099.0 | 370.0 |
| 381379.0 | 50.0 |
| 382208.0 | 6.0 |
| 382443.0 | 936.0 |
| 383017.0 | 216.0 |
| 383378.0 | 75.0 |
| 383996.0 | 220.0 |
| 384011.0 | 127.0 |
| 384368.0 | 794.0 |
| 385057.0 | 72.0 |
| 386112.0 | 124.0 |
| 387060.0 | 212.0 |
| 387618.0 | 415.0 |
| 387996.0 | 44.0 |
| 390498.0 | 112.0 |
| 390503.0 | 782.0 |
| 391167.0 | 2772.0 |
| 392103.0 | 234.0 |
| 392696.0 | 441.0 |
| 393174.0 | 527.0 |
| 393509.0 | 6.0 |
| 395889.0 | 438.0 |
| 396543.0 | 154.0 |
| 396732.0 | 745.0 |
| 398035.0 | 70.0 |
| 398558.0 | 683.0 |
| 399596.0 | 3.0 |
| 400641.0 | 1054.0 |
| 400719.0 | 335.0 |
| 400848.0 | 36.0 |
| 401119.0 | 133.0 |
| 401805.0 | 438.0 |
| 404171.0 | 1069.0 |
| 404304.0 | 308.0 |
| 405130.0 | 240.0 |
| 406071.0 | 4.0 |
| 406782.0 | 211.0 |
| 408352.0 | 499.0 |
| 409680.0 | 391.0 |
| 409932.0 | 233.0 |
| 412343.0 | 1772.0 |
| 412712.0 | 3.0 |
| 414602.0 | 66.0 |
| 415164.0 | 6.0 |
| 416328.0 | 786.0 |
| 417044.0 | 932.0 |
| 417547.0 | 530.0 |
| 417821.0 | 143.0 |
| 418465.0 | 1.0 |
| 418595.0 | 354.0 |
| 419952.0 | 171.0 |
| 420378.0 | 69.0 |
| 421656.0 | 583.0 |
| 422431.0 | 525.0 |
| 422583.0 | 2.0 |
| 422631.0 | 164.0 |
| 422886.0 | 1075.0 |
| 423393.0 | 86.0 |
| 423986.0 | 651.0 |
| 425716.0 | 310.0 |
| 425733.0 | 255.0 |
| 426178.0 | 358.0 |
| 427168.0 | 177.0 |
| 427245.0 | 757.0 |
| 428608.0 | 261.0 |
| 428742.0 | 172.0 |
| 431710.0 | 10.0 |
| 431765.0 | 142.0 |
| 432150.0 | 41.0 |
| 432943.0 | 638.0 |
| 434707.0 | 125.0 |
| 436021.0 | 52.0 |
| 436371.0 | 7.0 |
| 436553.0 | 1113.0 |
| 436650.0 | 16.0 |
| 436943.0 | 334.0 |
| 437812.0 | 229.0 |
| 439198.0 | 117.0 |
| 439619.0 | 3.0 |
| 441181.0 | 45.0 |
| 442270.0 | 189.0 |
| 443267.0 | 7.0 |
| 444422.0 | 567.0 |
| 445863.0 | 123.0 |
| 446274.0 | 395.0 |
| 447860.0 | 6.0 |
| 447922.0 | 289.0 |
| 448201.0 | 249.0 |
| 448766.0 | 242.0 |
| 448991.0 | 265.0 |
| 451717.0 | 671.0 |
| 452226.0 | 1407.0 |
| 452438.0 | 8.0 |
| 454149.0 | 32.0 |
| 457055.0 | 12201.0 |
| 457346.0 | 510.0 |
| 459502.0 | 19.0 |
| 460539.0 | 159.0 |
| 460575.0 | 8.0 |
| 461529.0 | 46.0 |
| 462946.0 | 177.0 |
| 463701.0 | 18690.0 |
| 464001.0 | 450.0 |
| 465341.0 | 670.0 |
| 465616.0 | 299.0 |
| 466611.0 | 256.0 |
| 466647.0 | 33.0 |
| 467305.0 | 171.0 |
| 467649.0 | 217.0 |
| 468677.0 | 171.0 |
| 470160.0 | 7.0 |
| 470742.0 | 361.0 |
| 471158.0 | 173.0 |
| 471573.0 | 225.0 |
| 471912.0 | 255.0 |
| 472377.0 | 91.0 |
| 473514.0 | 102.0 |
| 475029.0 | 214.0 |
| 475452.0 | 1096.0 |
| 475477.0 | 55.0 |
| 476081.0 | 3.0 |
| 477082.0 | 194.0 |
| 477170.0 | 190.0 |
| 477989.0 | 84.0 |
| 478847.0 | 131.0 |
| 478909.0 | 88.0 |
| 481856.0 | 205.0 |
| 481931.0 | 85.0 |
| 482001.0 | 90.0 |
| 483745.0 | 212.0 |
| 484685.0 | 10.0 |
| 486247.0 | 26.0 |
| 487239.0 | 2.0 |
| 487318.0 | 191.0 |
| 488171.0 | 8.0 |
| 488836.0 | 356.0 |
| 489073.0 | 2.0 |
| 489370.0 | 336.0 |
| 491474.0 | 37.0 |
| 492477.0 | 37.0 |
| 493435.0 | 644.0 |
| 493920.0 | 36.0 |
| 494156.0 | 153.0 |
| 494581.0 | 1486.0 |
| 496065.0 | 211.0 |
| 497935.0 | 65.0 |
| 498094.0 | 11.0 |
| 498397.0 | 116.0 |
| 498538.0 | 1873.0 |
| 499060.0 | 42.0 |
| 499192.0 | 5.0 |
| 501594.0 | 124.0 |
| 501802.0 | 196.0 |
| 501990.0 | 91.0 |
| 502390.0 | 6.0 |
| 502403.0 | 50.0 |
| 502742.0 | 349.0 |
| 504035.0 | 979.0 |
| 504250.0 | 348.0 |
| 504256.0 | 343.0 |
| 504273.0 | 221.0 |
| 504375.0 | 541.0 |
| 504596.0 | 43.0 |
| 505463.0 | 72.0 |
| 505743.0 | 4.0 |
| 505820.0 | 537.0 |
| 507563.0 | 552.0 |
| 507926.0 | 7.0 |
| 508737.0 | 206.0 |
| 510112.0 | 246.0 |
| 510774.0 | 84.0 |
| 511383.0 | 3.0 |
| 512977.0 | 183.0 |
| 514897.0 | 297.0 |
| 514899.0 | 1.0 |
| 515122.0 | 172.0 |
| 516324.0 | 277.0 |
| 516538.0 | 94.0 |
| 517132.0 | 70.0 |
| 517915.0 | 52.0 |
| 521089.0 | 69.0 |
| 521173.0 | 66.0 |
| 522192.0 | 152.0 |
| 523171.0 | 767.0 |
| 526013.0 | 47.0 |
| 529780.0 | 827.0 |
| 530691.0 | 1268.0 |
| 531772.0 | 261.0 |
| 532098.0 | 5.0 |
| 532353.0 | 197.0 |
| 532740.0 | 9.0 |
| 533201.0 | 115.0 |
| 533777.0 | 73.0 |
| 533851.0 | 475.0 |
| 534937.0 | 4.0 |
| 536521.0 | 597.0 |
| 537345.0 | 56.0 |
| 537694.0 | 212.0 |
| 537715.0 | 283.0 |
| 540083.0 | 1141.0 |
| 540333.0 | 796.0 |
| 540627.0 | 18.0 |
| 541270.0 | 225.0 |
| 542948.0 | 225.0 |
| 543474.0 | 122.0 |
| 544776.0 | 488.0 |
| 547452.0 | 2241.0 |
| 548154.0 | 9.0 |
| 548451.0 | 128.0 |
| 548779.0 | 132.0 |
| 549480.0 | 46.0 |
| 549513.0 | 113.0 |
| 549710.0 | 30.0 |
| 550604.0 | 109.0 |
| 552426.0 | 202.0 |
| 554584.0 | 8.0 |
| 554664.0 | 259.0 |
| 558056.0 | 90.0 |
| 558934.0 | 128.0 |
| 559316.0 | 2.0 |
| 560508.0 | 124.0 |
| 560718.0 | 113.0 |
| 560768.0 | 146.0 |
| 560879.0 | 122.0 |
| 560941.0 | 48.0 |
| 561455.0 | 86.0 |
| 561551.0 | 31.0 |
| 562299.0 | 112.0 |
| 563982.0 | 392.0 |
| 564655.0 | 233.0 |
| 564827.0 | 209.0 |
| 566199.0 | 2.0 |
| 568119.0 | 15.0 |
| 569237.0 | 82.0 |
| 569522.0 | 3.0 |
| 570792.0 | 140.0 |
| 570856.0 | 125.0 |
| 571042.0 | 17.0 |
| 571639.0 | 129.0 |
| 571953.0 | 496.0 |
| 572731.0 | 105.0 |
| 573470.0 | 244.0 |
| 574382.0 | 201.0 |
| 574499.0 | 82.0 |
| 574614.0 | 418.0 |
| 574687.0 | 59.0 |
| 575879.0 | 2.0 |
| 575948.0 | 24.0 |
| 576265.0 | 55.0 |
| 576764.0 | 5.0 |
| 577980.0 | 137.0 |
| 579730.0 | 1052.0 |
| 580819.0 | 1.0 |
| 585858.0 | 313.0 |
| 585935.0 | 7.0 |
| 588168.0 | 61.0 |
| 591134.0 | 254.0 |
| 591549.0 | 17.0 |
| 591722.0 | 588.0 |
| 592016.0 | 490.0 |
| 594242.0 | 48.0 |
| 594590.0 | 570.0 |
| 596911.0 | 673.0 |
| 597264.0 | 1794.0 |
| 600315.0 | 86.0 |
| 600579.0 | 1.0 |
| 602144.0 | 67.0 |
| 602315.0 | 95.0 |
| 602532.0 | 118.0 |
| 602684.0 | 28.0 |
| 603334.0 | 1.0 |
| 603336.0 | 141.0 |
| 603590.0 | 3.0 |
| 605113.0 | 262.0 |
| 606476.0 | 195.0 |
| 606833.0 | 33.0 |
| 608636.0 | 74.0 |
| 609523.0 | 320.0 |
| 609904.0 | 240.0 |
| 610062.0 | 2.0 |
| 611595.0 | 53.0 |
| 611913.0 | 37.0 |
| 612918.0 | 360.0 |
| 613633.0 | 123.0 |
| 614058.0 | 219.0 |
| 614275.0 | 25.0 |
| 615262.0 | 125.0 |
| 615847.0 | 124.0 |
| 616268.0 | 859.0 |
| 618314.0 | 24.0 |
| 618642.0 | 2.0 |
| 619315.0 | 302.0 |
| 619750.0 | 522.0 |
| 619984.0 | 20.0 |
| 620957.0 | 129.0 |
| 621230.0 | 11.0 |
| 621616.0 | 31.0 |
| 622187.0 | 18.0 |
| 622423.0 | 100.0 |
| 625251.0 | 56.0 |
| 626557.0 | 341.0 |
| 627759.0 | 576.0 |
| 628363.0 | 317.0 |
| 629041.0 | 10.0 |
| 629870.0 | 230.0 |
| 631299.0 | 45.0 |
| 633147.0 | 2.0 |
| 634513.0 | 77.0 |
| 635438.0 | 5.0 |
| 636774.0 | 19.0 |
| 637270.0 | 52.0 |
| 637374.0 | 533.0 |
| 638109.0 | 403.0 |
| 640389.0 | 90.0 |
| 640809.0 | 182.0 |
| 641442.0 | 26.0 |
| 642324.0 | 167.0 |
| 642696.0 | 54.0 |
| 643128.0 | 38.0 |
| 644366.0 | 9.0 |
| 644688.0 | 175.0 |
| 644779.0 | 221.0 |
| 648056.0 | 1214.0 |
| 648470.0 | 915.0 |
| 649009.0 | 121.0 |
| 650160.0 | 35.0 |
| 654219.0 | 2318.0 |
| 656074.0 | 1.0 |
| 656178.0 | 96.0 |
| 656222.0 | 29.0 |
| 656706.0 | 1255.0 |
| 659002.0 | 450.0 |
| 661077.0 | 87.0 |
| 662584.0 | 216.0 |
| 662851.0 | 177.0 |
| 664903.0 | 5.0 |
| 665239.0 | 454.0 |
| 666734.0 | 9.0 |
| 667371.0 | 525.0 |
| 669373.0 | 182.0 |
| 670701.0 | 6.0 |
| 672572.0 | 181.0 |
| 673160.0 | 308.0 |
| 673673.0 | 282.0 |
| 674751.0 | 65.0 |
| 674934.0 | 295.0 |
| 676823.0 | 15.0 |
| 679133.0 | 10.0 |
| 681813.0 | 77.0 |
| 683982.0 | 6.0 |
| 685337.0 | 6.0 |
| 685448.0 | 876.0 |
| 685552.0 | 93.0 |
| 686137.0 | 41.0 |
| 689617.0 | 430.0 |
| 690915.0 | 500.0 |
| 691878.0 | 4.0 |
| 692352.0 | 162.0 |
| 692791.0 | 24.0 |
| 693125.0 | 32.0 |
| 693977.0 | 29.0 |
| 694277.0 | 35.0 |
| 694740.0 | 798.0 |
| 696502.0 | 132.0 |
| 696606.0 | 301.0 |
| 696656.0 | 535.0 |
| 697656.0 | 295.0 |
| 699027.0 | 9.0 |
| 701239.0 | 55.0 |
| 702659.0 | 143.0 |
| 705243.0 | 289.0 |
| 705526.0 | 303.0 |
| 706407.0 | 21.0 |
| 707203.0 | 97.0 |
| 708004.0 | 45.0 |
| 708428.0 | 7.0 |
| 709058.0 | 11.0 |
| 710050.0 | 1525.0 |
| 712475.0 | 80.0 |
| 713598.0 | 25.0 |
| 713640.0 | 162.0 |
| 713760.0 | 341.0 |
| 714896.0 | 537.0 |
| 715070.0 | 165.0 |
| 715217.0 | 225.0 |
| 717926.0 | 13.0 |
| 719508.0 | 392.0 |
| 719978.0 | 58.0 |
| 720168.0 | 39.0 |
| 722201.0 | 4.0 |
| 722475.0 | 45.0 |
| 723419.0 | 7.0 |
| 724381.0 | 85.0 |
| 724820.0 | 131.0 |
| 725111.0 | 112.0 |
| 725846.0 | 5.0 |
| 726938.0 | 23.0 |
| 728517.0 | 29.0 |
| 728705.0 | 175.0 |
| 729093.0 | 12.0 |
| 730132.0 | 9.0 |
| 730822.0 | 19.0 |
| 731740.0 | 390.0 |
| 732577.0 | 25.0 |
| 733930.0 | 29.0 |
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
display(g.degrees)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksViewe9e5c21")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksViewe9e5c21) ,min_max AS (SELECT `degree`,(SELECT MAX(`degree`) FROM q) `target_column_max`,(SELECT MIN(`degree`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `degree`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 300 `step` FROM min_max) SELECT IF(ISNULL(`degree`),NULL,LEAST(WIDTH_BUCKET(`degree`,`min_value`,`max_value`,300),300)) `degree_BIN`,FIRST(`min_value` + ((IF(ISNULL(`degree`),NULL,LEAST(WIDTH_BUCKET(`degree`,`min_value`,`max_value`,300),300)) - 1) * `step`)) `degree_BIN_LOWER_BOUND`,FIRST(`step`) `degree_BIN_STEP`,COUNT(`degree`) `COUNT` FROM histogram_meta GROUP BY `degree_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksViewe9e5c21")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
| degree_BIN | degree_BIN_LOWER_BOUND | degree_BIN_STEP | COUNT |
|---|---|---|---|
| 7.0 | 27614.519999999997 | 4602.253333333333 | 137.0 |
| 32.0 | 142670.85333333333 | 4602.253333333333 | 1.0 |
| 6.0 | 23012.266666666666 | 4602.253333333333 | 124.0 |
| 9.0 | 36819.026666666665 | 4602.253333333333 | 50.0 |
| 27.0 | 119659.58666666666 | 4602.253333333333 | 2.0 |
| 17.0 | 73637.05333333333 | 4602.253333333333 | 9.0 |
| 5.0 | 18410.013333333332 | 4602.253333333333 | 231.0 |
| 1.0 | 1.0 | 4602.253333333333 | 1.6848122e7 |
| 3.0 | 9205.506666666666 | 4602.253333333333 | 831.0 |
| 8.0 | 32216.77333333333 | 4602.253333333333 | 63.0 |
| 35.0 | 156477.6133333333 | 4602.253333333333 | 6.0 |
| 2.0 | 4603.253333333333 | 4602.253333333333 | 3664.0 |
| 4.0 | 13807.759999999998 | 4602.253333333333 | 357.0 |
| 18.0 | 78239.30666666666 | 4602.253333333333 | 8.0 |
| 21.0 | 92046.06666666667 | 4602.253333333333 | 4.0 |
| 16.0 | 69034.8 | 4602.253333333333 | 21.0 |
| 10.0 | 41421.28 | 4602.253333333333 | 35.0 |
| 12.0 | 50625.78666666667 | 4602.253333333333 | 19.0 |
| 11.0 | 46023.53333333333 | 4602.253333333333 | 23.0 |
| 15.0 | 64432.54666666666 | 4602.253333333333 | 11.0 |
| 39.0 | 174886.62666666665 | 4602.253333333333 | 1.0 |
| 96.0 | 437215.06666666665 | 4602.253333333333 | 1.0 |
| 13.0 | 55228.03999999999 | 4602.253333333333 | 20.0 |
| 14.0 | 59830.29333333333 | 4602.253333333333 | 8.0 |
| 47.0 | 211704.65333333332 | 4602.253333333333 | 2.0 |
| 19.0 | 82841.56 | 4602.253333333333 | 13.0 |
| 87.0 | 395794.7866666666 | 4602.253333333333 | 1.0 |
| 28.0 | 124261.84 | 4602.253333333333 | 3.0 |
| 120.0 | 547669.1466666666 | 4602.253333333333 | 1.0 |
| 300.0 | 1376074.7466666666 | 4602.253333333333 | 1.0 |
| 44.0 | 197897.8933333333 | 4602.253333333333 | 3.0 |
| 73.0 | 331363.24 | 4602.253333333333 | 1.0 |
| 25.0 | 110455.07999999999 | 4602.253333333333 | 5.0 |
| 20.0 | 87443.81333333332 | 4602.253333333333 | 6.0 |
| 24.0 | 105852.82666666666 | 4602.253333333333 | 4.0 |
| 31.0 | 138068.6 | 4602.253333333333 | 2.0 |
| 106.0 | 483237.6 | 4602.253333333333 | 1.0 |
| 67.0 | 303749.72 | 4602.253333333333 | 1.0 |
| 22.0 | 96648.31999999999 | 4602.253333333333 | 4.0 |
| 63.0 | 285340.70666666667 | 4602.253333333333 | 2.0 |
| 41.0 | 184091.13333333333 | 4602.253333333333 | 2.0 |
| 37.0 | 165682.12 | 4602.253333333333 | 1.0 |
| 23.0 | 101250.57333333333 | 4602.253333333333 | 4.0 |
| 26.0 | 115057.33333333333 | 4602.253333333333 | 5.0 |
| 33.0 | 147273.10666666666 | 4602.253333333333 | 4.0 |
| 43.0 | 193295.63999999998 | 4602.253333333333 | 1.0 |
| 259.0 | 1187382.3599999999 | 4602.253333333333 | 1.0 |
| 78.0 | 354374.50666666665 | 4602.253333333333 | 1.0 |
| 52.0 | 234715.91999999998 | 4602.253333333333 | 1.0 |
| 79.0 | 358976.76 | 4602.253333333333 | 1.0 |
| 54.0 | 243920.42666666667 | 4602.253333333333 | 1.0 |
| 55.0 | 248522.68 | 4602.253333333333 | 1.0 |
| 60.0 | 271533.94666666666 | 4602.253333333333 | 1.0 |
| 38.0 | 170284.37333333332 | 4602.253333333333 | 1.0 |
| 77.0 | 349772.2533333333 | 4602.253333333333 | 1.0 |
| 202.0 | 925053.9199999999 | 4602.253333333333 | 1.0 |
| 51.0 | 230113.66666666666 | 4602.253333333333 | 1.0 |
| 102.0 | 464828.58666666667 | 4602.253333333333 | 1.0 |
| 75.0 | 340567.74666666664 | 4602.253333333333 | 1.0 |
| 114.0 | 520055.62666666665 | 4602.253333333333 | 1.0 |
| 92.0 | 418806.0533333333 | 4602.253333333333 | 1.0 |
| 48.0 | 216306.90666666665 | 4602.253333333333 | 1.0 |
| 64.0 | 289942.95999999996 | 4602.253333333333 | 1.0 |
| 36.0 | 161079.86666666667 | 4602.253333333333 | 1.0 |
| 45.0 | 202500.14666666667 | 4602.253333333333 | 1.0 |
| 56.0 | 253124.93333333332 | 4602.253333333333 | 1.0 |
| 49.0 | 220909.15999999997 | 4602.253333333333 | 1.0 |
| 59.0 | 266931.6933333333 | 4602.253333333333 | 1.0 |
| 40.0 | 179488.88 | 4602.253333333333 | 1.0 |
| 98.0 | 446419.5733333333 | 4602.253333333333 | 1.0 |
| 46.0 | 207102.4 | 4602.253333333333 | 1.0 |
| 91.0 | 414203.8 | 4602.253333333333 | 1.0 |
// Average out-degree
g.outDegrees.select(avg("outDegree")).show()
+-----------------+
| avg(outDegree)|
+-----------------+
|36.06275549331961|
+-----------------+
display(g.outDegrees)
| id | outDegree |
|---|---|
| 415295.0 | 168.0 |
| 1423075.0 | 12.0 |
| 1.4588403e7 | 257.0 |
| 1.6477296e7 | 254.0 |
| 1821508.0 | 283.0 |
| 38422.0 | 826.0 |
| 885771.0 | 110.0 |
| 1219340.0 | 421.0 |
| 1645.0 | 827.0 |
| 1.0228966e7 | 323.0 |
| 1.1089309e7 | 297.0 |
| 2.2812876e7 | 255.0 |
| 4.8503188e7 | 115.0 |
| 6.829176e7 | 426.0 |
| 268622.0 | 355.0 |
| 1129601.0 | 163.0 |
| 3.1469655e7 | 108.0 |
| 3.4787877e7 | 50.0 |
| 1515726.0 | 309.0 |
| 2956898.0 | 239.0 |
| 188488.0 | 169.0 |
| 1488264.0 | 228.0 |
| 7502362.0 | 218.0 |
| 162296.0 | 547.0 |
| 526941.0 | 65.0 |
| 2.2648747e7 | 267.0 |
| 1776082.0 | 569.0 |
| 2309648.0 | 152.0 |
| 2752810.0 | 208.0 |
| 5738975.0 | 286.0 |
| 6745265.0 | 292.0 |
| 2.1099282e7 | 383.0 |
| 2.3972061e7 | 1.0 |
| 2.9899042e7 | 1109.0 |
| 4.7115212e7 | 241.0 |
| 5.2348002e7 | 85.0 |
| 5.6434139e7 | 525.0 |
| 6.8906308e7 | 179.0 |
| 67376.0 | 642.0 |
| 514006.0 | 100.0 |
| 870928.0 | 436.0 |
| 1586332.0 | 63.0 |
| 7284396.0 | 357.0 |
| 8192325.0 | 122.0 |
| 2.3753579e7 | 127.0 |
| 2.6519707e7 | 437.0 |
| 3.0139976e7 | 669.0 |
| 3.6524166e7 | 20.0 |
| 3.7678014e7 | 428.0 |
| 4.0452915e7 | 206.0 |
| 4.3359275e7 | 15.0 |
| 4.6938655e7 | 83.0 |
| 5.1052358e7 | 457.0 |
| 5.2715102e7 | 23.0 |
| 5.2730779e7 | 15.0 |
| 6.8128916e7 | 107.0 |
| 6.9051934e7 | 77.0 |
| 8592.0 | 577.0 |
| 476548.0 | 233.0 |
| 1.320224e7 | 12.0 |
| 173059.0 | 161.0 |
| 4.1173622e7 | 237.0 |
| 3.1515612e7 | 217.0 |
| 3.5455251e7 | 166.0 |
| 103902.0 | 388.0 |
| 188834.0 | 769.0 |
| 1926240.0 | 234.0 |
| 2103368.0 | 182.0 |
| 2188048.0 | 606.0 |
| 3063510.0 | 723.0 |
| 3546338.0 | 140.0 |
| 1.2689594e7 | 35.0 |
| 2.0876254e7 | 128.0 |
| 2.4642604e7 | 99.0 |
| 4.5364376e7 | 17.0 |
| 4.7267734e7 | 406.0 |
| 4.8231358e7 | 694.0 |
| 5.8331921e7 | 300.0 |
| 6.6455589e7 | 787.0 |
| 6466.0 | 1180.0 |
| 43935.0 | 214.0 |
| 1.1310691e7 | 129.0 |
| 3225985.0 | 109.0 |
| 15846.0 | 1039.0 |
| 164603.0 | 444.0 |
| 323084.0 | 351.0 |
| 6198744.0 | 138.0 |
| 2.0238168e7 | 1269.0 |
| 5.2563183e7 | 14.0 |
| 143737.0 | 277.0 |
| 171723.0 | 706.0 |
| 237019.0 | 925.0 |
| 300825.0 | 518.0 |
| 385313.0 | 640.0 |
| 413073.0 | 260.0 |
| 1022960.0 | 190.0 |
| 1055571.0 | 337.0 |
| 1335935.0 | 70.0 |
| 1907741.0 | 1129.0 |
| 2568262.0 | 135.0 |
| 2662089.0 | 129.0 |
| 2701542.0 | 80.0 |
| 2735971.0 | 292.0 |
| 2834157.0 | 113.0 |
| 3151933.0 | 152.0 |
| 3662282.0 | 131.0 |
| 3836992.0 | 88.0 |
| 4581810.0 | 140.0 |
| 5572300.0 | 245.0 |
| 5590614.0 | 105.0 |
| 5803447.0 | 123.0 |
| 9060536.0 | 171.0 |
| 1.2369322e7 | 24.0 |
| 1.7556259e7 | 132.0 |
| 2.0840639e7 | 236.0 |
| 2.5223952e7 | 387.0 |
| 2.5340857e7 | 408.0 |
| 2.6444169e7 | 272.0 |
| 2.6912066e7 | 737.0 |
| 2.7294375e7 | 203.0 |
| 2.8034822e7 | 37.0 |
| 3.075865e7 | 69.0 |
| 3.2189993e7 | 45.0 |
| 3.3478994e7 | 379.0 |
| 3.4240971e7 | 434.0 |
| 3.7467237e7 | 122.0 |
| 3.9449587e7 | 547.0 |
| 4.1941194e7 | 227.0 |
| 4.2474208e7 | 501.0 |
| 4.3973295e7 | 69.0 |
| 4.4209881e7 | 68.0 |
| 4.5076922e7 | 122.0 |
| 4.7469008e7 | 272.0 |
| 4.8675674e7 | 96.0 |
| 5.1427632e7 | 54.0 |
| 5.2505413e7 | 67.0 |
| 5.5084805e7 | 81.0 |
| 5.6296165e7 | 124.0 |
| 5.8308126e7 | 41.0 |
| 6.0603911e7 | 2135.0 |
| 6.4357378e7 | 568.0 |
| 6.4504315e7 | 526.0 |
| 6.6332401e7 | 106.0 |
| 4953963.0 | 87.0 |
| 399735.0 | 898.0 |
| 5645664.0 | 97.0 |
| 3.0874241e7 | 211.0 |
| 3.9320724e7 | 121.0 |
| 3.966069e7 | 471.0 |
| 5.9993595e7 | 320.0 |
| 6.3041167e7 | 83.0 |
| 1.3016057e7 | 43.0 |
| 6.2701997e7 | 399.0 |
| 243022.0 | 135.0 |
| 1138189.0 | 296.0 |
| 8850418.0 | 120.0 |
| 5.3095247e7 | 104.0 |
| 5.4288473e7 | 138.0 |
| 2.942e7 | 62.0 |
| 3.1433025e7 | 28.0 |
| 3.2801696e7 | 329.0 |
| 564996.0 | 409.0 |
| 5984655.0 | 118.0 |
| 6270639.0 | 67.0 |
| 8405617.0 | 84.0 |
| 3.8078804e7 | 752.0 |
| 9101110.0 | 380.0 |
| 2.8729822e7 | 152.0 |
| 3.3778906e7 | 22.0 |
| 4.0202881e7 | 126.0 |
| 4.0349364e7 | 127.0 |
| 276436.0 | 1596.0 |
| 1681220.0 | 397.0 |
| 2.6260602e7 | 293.0 |
| 2.7536113e7 | 1.0 |
| 2.0778386e7 | 490.0 |
| 24347.0 | 752.0 |
| 439650.0 | 739.0 |
| 3873186.0 | 294.0 |
| 9550267.0 | 302.0 |
| 5.5158653e7 | 534.0 |
| 1.2164716e7 | 458.0 |
| 6.5924729e7 | 113.0 |
| 11141.0 | 976.0 |
| 15790.0 | 1122.0 |
| 19530.0 | 894.0 |
| 28146.0 | 1098.0 |
| 35820.0 | 430.0 |
| 2.5678877e7 | 103.0 |
| 49308.0 | 366.0 |
| 167071.0 | 216.0 |
| 559572.0 | 29.0 |
| 958971.0 | 299.0 |
| 1368886.0 | 21.0 |
| 1.5429072e7 | 348.0 |
| 2.389211e7 | 101.0 |
| 2.9451855e7 | 18.0 |
| 3.237948e7 | 206.0 |
| 4.901959e7 | 16.0 |
| 5.0016782e7 | 15.0 |
| 156363.0 | 470.0 |
| 1574128.0 | 153.0 |
| 6405128.0 | 324.0 |
| 2.8173346e7 | 412.0 |
| 2.8523058e7 | 399.0 |
| 343134.0 | 1021.0 |
| 1.2862317e7 | 572.0 |
| 441584.0 | 304.0 |
| 1550943.0 | 310.0 |
| 2802647.0 | 83.0 |
| 5502442.0 | 276.0 |
| 5503022.0 | 278.0 |
| 5509486.0 | 274.0 |
| 8672100.0 | 1.0 |
| 1.2480106e7 | 195.0 |
| 1.2990186e7 | 47.0 |
| 2.0309786e7 | 50.0 |
| 2.1958877e7 | 754.0 |
| 2.7819429e7 | 204.0 |
| 4.0515139e7 | 60.0 |
| 4.6856482e7 | 48.0 |
| 5.5159079e7 | 13.0 |
| 18866.0 | 539.0 |
| 7.1958607e7 | 31.0 |
| 351369.0 | 74.0 |
| 5140924.0 | 31.0 |
| 68202.0 | 583.0 |
| 509779.0 | 139.0 |
| 550422.0 | 547.0 |
| 871796.0 | 397.0 |
| 2498753.0 | 41.0 |
| 3921649.0 | 223.0 |
| 3936762.0 | 123.0 |
| 4877470.0 | 115.0 |
| 5248376.0 | 65.0 |
| 5813421.0 | 165.0 |
| 6137208.0 | 123.0 |
| 6310856.0 | 111.0 |
| 6318789.0 | 46.0 |
| 6716087.0 | 92.0 |
| 6716361.0 | 82.0 |
| 7266347.0 | 598.0 |
| 7763524.0 | 83.0 |
| 7778418.0 | 38.0 |
| 7809287.0 | 44.0 |
| 7872614.0 | 105.0 |
| 7899119.0 | 71.0 |
| 7903825.0 | 63.0 |
| 7913530.0 | 100.0 |
| 7917523.0 | 44.0 |
| 7918098.0 | 46.0 |
| 8075116.0 | 56.0 |
| 8075258.0 | 56.0 |
| 8075307.0 | 55.0 |
| 9054715.0 | 159.0 |
| 1.0913301e7 | 17.0 |
| 1.3810067e7 | 228.0 |
| 1.8446368e7 | 108.0 |
| 1.9165559e7 | 127.0 |
| 1.997149e7 | 40.0 |
| 2.0014525e7 | 35.0 |
| 2.0294228e7 | 24.0 |
| 2.0341054e7 | 33.0 |
| 2.0515428e7 | 28.0 |
| 2.0758603e7 | 32.0 |
| 2.2450173e7 | 126.0 |
| 2.3519635e7 | 88.0 |
| 2.3957751e7 | 325.0 |
| 2.7846289e7 | 73.0 |
| 3.0223416e7 | 141.0 |
| 3.0268044e7 | 137.0 |
| 3.0926856e7 | 637.0 |
| 3.0965494e7 | 632.0 |
| 3.1984196e7 | 36.0 |
| 3.2281209e7 | 136.0 |
| 3.3110291e7 | 141.0 |
| 3.3256354e7 | 774.0 |
| 4.5504768e7 | 168.0 |
| 4.5695467e7 | 39.0 |
| 4.9151368e7 | 248.0 |
| 4.9749249e7 | 107.0 |
| 5.2467559e7 | 104.0 |
| 5.3085969e7 | 31.0 |
| 5.4157633e7 | 40.0 |
| 5.5781425e7 | 72.0 |
| 5.5854652e7 | 387.0 |
| 5.6530307e7 | 220.0 |
| 5.733475e7 | 307.0 |
| 5.7913592e7 | 211.0 |
| 5.8907764e7 | 305.0 |
| 6.102231e7 | 136.0 |
| 6.4589877e7 | 36.0 |
| 6.6223553e7 | 29.0 |
| 6.760169e7 | 20.0 |
| 6.8265437e7 | 192.0 |
| 6.9187423e7 | 122.0 |
| 1.4211841e7 | 1.0 |
| 761292.0 | 535.0 |
| 1013659.0 | 500.0 |
| 1704446.0 | 32.0 |
| 1866464.0 | 340.0 |
| 1907717.0 | 132.0 |
| 2154804.0 | 526.0 |
| 2568574.0 | 186.0 |
| 2743650.0 | 66.0 |
| 4851597.0 | 182.0 |
| 7613573.0 | 112.0 |
| 7935644.0 | 810.0 |
| 9408939.0 | 485.0 |
| 1.0095304e7 | 43.0 |
| 1.1979107e7 | 361.0 |
| 1.2508951e7 | 14.0 |
| 1.4486253e7 | 27.0 |
| 1.625894e7 | 89.0 |
| 1.6321994e7 | 26.0 |
| 1.9437772e7 | 105.0 |
| 1.9937765e7 | 33.0 |
| 2.0656951e7 | 156.0 |
| 2.438898e7 | 43.0 |
| 2.6108187e7 | 274.0 |
| 2.6719404e7 | 43.0 |
| 2.7984685e7 | 28.0 |
| 2.8097046e7 | 45.0 |
| 2.9474697e7 | 195.0 |
| 3.0102024e7 | 218.0 |
| 3.0746523e7 | 15.0 |
| 3.146604e7 | 441.0 |
| 3.1905754e7 | 17.0 |
| 3.3743217e7 | 27.0 |
| 3.5226968e7 | 72.0 |
| 3.6281191e7 | 132.0 |
| 3.7168977e7 | 341.0 |
| 3.7221001e7 | 92.0 |
| 3.750528e7 | 8.0 |
| 3.860385e7 | 85.0 |
| 3.9028189e7 | 4.0 |
| 3.9689e7 | 13.0 |
| 4.2341789e7 | 201.0 |
| 4.7143428e7 | 62.0 |
| 4.7370009e7 | 276.0 |
| 4.7945338e7 | 32.0 |
| 4.9072034e7 | 20.0 |
| 4.9169559e7 | 38.0 |
| 4.9642551e7 | 107.0 |
| 5.0648923e7 | 77.0 |
| 5.1467184e7 | 28.0 |
| 5.2660471e7 | 76.0 |
| 5.4460351e7 | 11.0 |
| 5.4488624e7 | 56.0 |
| 5.4579514e7 | 119.0 |
| 5.6311947e7 | 150.0 |
| 5.6348151e7 | 32.0 |
| 6.0727429e7 | 205.0 |
| 6.2079651e7 | 765.0 |
| 6.2499558e7 | 325.0 |
| 6.277709e7 | 36.0 |
| 6.2841642e7 | 36.0 |
| 6.4652328e7 | 117.0 |
| 6.4988511e7 | 19.0 |
| 6.5529946e7 | 16.0 |
| 6.6393156e7 | 54.0 |
| 6.8607891e7 | 31.0 |
| 6.9169235e7 | 169.0 |
| 8876929.0 | 720.0 |
| 1.4496904e7 | 80.0 |
| 2.3329907e7 | 943.0 |
| 2.0225783e7 | 273.0 |
| 2352987.0 | 698.0 |
| 1.4533431e7 | 392.0 |
| 1558717.0 | 251.0 |
| 2666510.0 | 636.0 |
| 7154148.0 | 797.0 |
| 1919377.0 | 191.0 |
| 3885619.0 | 27.0 |
| 2.1018883e7 | 60.0 |
| 2.5548229e7 | 16.0 |
| 352633.0 | 16.0 |
| 6831930.0 | 116.0 |
| 7001959.0 | 131.0 |
| 7065466.0 | 8.0 |
| 7352800.0 | 106.0 |
| 7900775.0 | 34.0 |
| 7901741.0 | 41.0 |
| 7917496.0 | 40.0 |
| 7921244.0 | 32.0 |
| 1.0011982e7 | 119.0 |
| 1.583696e7 | 340.0 |
| 2.1641437e7 | 333.0 |
| 2.59941e7 | 463.0 |
| 2.6361288e7 | 93.0 |
| 2.7846415e7 | 71.0 |
| 3.0826845e7 | 146.0 |
| 3.095863e7 | 616.0 |
| 3.2918059e7 | 103.0 |
| 3.3403565e7 | 589.0 |
| 4.2024949e7 | 327.0 |
| 4.5505713e7 | 168.0 |
| 291112.0 | 725.0 |
| 1096019.0 | 286.0 |
| 1403376.0 | 223.0 |
| 1897562.0 | 392.0 |
| 4655521.0 | 134.0 |
| 6605995.0 | 274.0 |
| 1.8002411e7 | 146.0 |
| 3.0175461e7 | 87.0 |
| 3.3739539e7 | 28.0 |
| 3.4940971e7 | 702.0 |
| 3.8190666e7 | 25.0 |
| 3.8364694e7 | 139.0 |
| 4.2415715e7 | 19.0 |
| 4.6665667e7 | 27.0 |
| 4.7644402e7 | 330.0 |
| 4.9040329e7 | 18.0 |
| 5.2121447e7 | 45.0 |
| 5.2470428e7 | 14.0 |
| 5.481938e7 | 43.0 |
| 5.5165618e7 | 12.0 |
| 5.58692e7 | 19.0 |
| 5.782147e7 | 90.0 |
| 5.9536992e7 | 235.0 |
| 6.0627065e7 | 22.0 |
| 6.3208422e7 | 19.0 |
| 6.6888837e7 | 170.0 |
| 6.8724737e7 | 26.0 |
| 7.0950111e7 | 48.0 |
| 7.0961308e7 | 9.0 |
| 42635.0 | 421.0 |
| 204839.0 | 264.0 |
| 1.4096078e7 | 281.0 |
| 2.3119675e7 | 1.0 |
| 3.2419458e7 | 105.0 |
| 10623.0 | 853.0 |
| 1092824.0 | 421.0 |
| 9449088.0 | 712.0 |
| 3.6187635e7 | 575.0 |
| 6.0841302e7 | 301.0 |
| 1647594.0 | 536.0 |
| 13289.0 | 1292.0 |
| 32460.0 | 372.0 |
| 314843.0 | 1390.0 |
| 360246.0 | 148.0 |
| 920820.0 | 662.0 |
| 1575603.0 | 242.0 |
| 1646993.0 | 20.0 |
| 2313170.0 | 61.0 |
| 4554716.0 | 1241.0 |
| 5443045.0 | 86.0 |
| 6742350.0 | 487.0 |
| 1.0476707e7 | 93.0 |
| 1.21573e7 | 97.0 |
| 1.58812e7 | 13.0 |
| 3.3742907e7 | 79.0 |
| 3.3759699e7 | 99.0 |
| 4.7945621e7 | 43.0 |
| 23364.0 | 746.0 |
| 34759.0 | 298.0 |
| 2304832.0 | 199.0 |
| 6.9177994e7 | 222.0 |
| 244629.0 | 523.0 |
| 355377.0 | 137.0 |
| 421135.0 | 85.0 |
| 533484.0 | 767.0 |
| 682743.0 | 31.0 |
| 1746403.0 | 69.0 |
| 7062457.0 | 58.0 |
| 2.164597e7 | 18.0 |
| 2.2122416e7 | 236.0 |
| 2.7264038e7 | 13.0 |
| 3.2752045e7 | 17.0 |
| 4.83936e7 | 319.0 |
| 67492.0 | 373.0 |
| 215987.0 | 480.0 |
| 6.3632458e7 | 299.0 |
| 130995.0 | 128.0 |
| 415982.0 | 250.0 |
| 545905.0 | 352.0 |
| 632101.0 | 279.0 |
| 973234.0 | 141.0 |
| 981727.0 | 185.0 |
| 1061979.0 | 134.0 |
| 1154761.0 | 228.0 |
| 1442414.0 | 145.0 |
| 1794480.0 | 99.0 |
| 2292741.0 | 271.0 |
| 2726972.0 | 75.0 |
| 5038301.0 | 121.0 |
| 5966054.0 | 190.0 |
| 5981541.0 | 81.0 |
| 6354335.0 | 20.0 |
| 7081790.0 | 32.0 |
| 9751042.0 | 41.0 |
| 1.0129388e7 | 73.0 |
| 1.0608677e7 | 350.0 |
| 1.1623165e7 | 37.0 |
| 1.2363563e7 | 24.0 |
| 1.3301776e7 | 64.0 |
| 1.595736e7 | 109.0 |
| 1.7686401e7 | 180.0 |
| 1.7695129e7 | 178.0 |
| 1.8599736e7 | 42.0 |
| 2.0020202e7 | 80.0 |
| 2.0625567e7 | 103.0 |
| 2.1231448e7 | 71.0 |
| 2.2179435e7 | 62.0 |
| 2.2559903e7 | 249.0 |
| 2.3285621e7 | 73.0 |
| 2.3434847e7 | 65.0 |
| 2.4736829e7 | 84.0 |
| 2.4763523e7 | 16.0 |
| 2.5549919e7 | 123.0 |
| 2.6354297e7 | 284.0 |
| 2.7199111e7 | 40.0 |
| 2.7881617e7 | 185.0 |
| 3.0641223e7 | 22.0 |
| 3.0978798e7 | 301.0 |
| 3.1392787e7 | 109.0 |
| 3.2022661e7 | 54.0 |
| 3.2233776e7 | 47.0 |
| 3.243988e7 | 64.0 |
| 3.2447744e7 | 56.0 |
| 3.2448157e7 | 57.0 |
| 3.3120504e7 | 21.0 |
| 3.332487e7 | 56.0 |
| 3.3424383e7 | 131.0 |
| 3.4064335e7 | 58.0 |
| 3.4166782e7 | 57.0 |
| 3.5058119e7 | 573.0 |
| 3.6895298e7 | 33.0 |
| 3.7497896e7 | 447.0 |
| 3.7590697e7 | 248.0 |
| 3.8842589e7 | 41.0 |
| 3.9520419e7 | 182.0 |
| 3.9787091e7 | 23.0 |
| 4.0307437e7 | 176.0 |
| 4.0776916e7 | 87.0 |
| 4.1508036e7 | 24.0 |
| 4.2535121e7 | 18.0 |
| 4.4221825e7 | 185.0 |
| 4.453879e7 | 198.0 |
| 4.8055432e7 | 200.0 |
| 4.8375321e7 | 542.0 |
| 4.8894564e7 | 517.0 |
| 4.9872552e7 | 27.0 |
| 5.0998621e7 | 55.0 |
| 5.1297783e7 | 113.0 |
| 5.247648e7 | 17.0 |
| 5.2658082e7 | 356.0 |
| 5.3068331e7 | 43.0 |
| 5.330118e7 | 76.0 |
| 5.8859695e7 | 114.0 |
| 6.0990075e7 | 678.0 |
| 6.1231563e7 | 7.0 |
| 6.1462793e7 | 33.0 |
| 6.222217e7 | 169.0 |
| 6.5004967e7 | 58.0 |
| 6.5353439e7 | 479.0 |
| 6.6269902e7 | 518.0 |
| 6.627824e7 | 532.0 |
| 6.6479418e7 | 60.0 |
| 6.9122918e7 | 183.0 |
| 7.024368e7 | 45.0 |
| 383876.0 | 219.0 |
| 531611.0 | 538.0 |
| 1630712.0 | 22.0 |
| 4034249.0 | 210.0 |
| 4.784758e7 | 31.0 |
| 4.9844865e7 | 45.0 |
| 5.8900873e7 | 36.0 |
| 6.704034e7 | 16.0 |
| 6.7943922e7 | 20.0 |
| 20735.0 | 241.0 |
| 24171.0 | 433.0 |
| 40011.0 | 197.0 |
| 40335.0 | 555.0 |
| 44822.0 | 359.0 |
| 47217.0 | 134.0 |
| 74775.0 | 152.0 |
| 97092.0 | 410.0 |
| 154034.0 | 165.0 |
| 160235.0 | 111.0 |
| 175702.0 | 391.0 |
| 319698.0 | 275.0 |
| 340002.0 | 603.0 |
| 342902.0 | 123.0 |
| 374216.0 | 160.0 |
| 671174.0 | 225.0 |
| 673653.0 | 171.0 |
| 699197.0 | 655.0 |
| 994029.0 | 68.0 |
| 1183638.0 | 285.0 |
| 1400535.0 | 423.0 |
| 1588837.0 | 131.0 |
| 1718119.0 | 234.0 |
| 1721233.0 | 61.0 |
| 1841135.0 | 26.0 |
| 1861111.0 | 39.0 |
| 1929336.0 | 193.0 |
| 2038199.0 | 70.0 |
| 2241717.0 | 41.0 |
| 2529371.0 | 305.0 |
| 2592474.0 | 57.0 |
| 2907450.0 | 23.0 |
| 3071452.0 | 55.0 |
| 3087480.0 | 27.0 |
| 3165047.0 | 224.0 |
| 3200152.0 | 415.0 |
| 3232923.0 | 30.0 |
| 3345025.0 | 29.0 |
| 3653877.0 | 77.0 |
| 3811318.0 | 137.0 |
| 3862844.0 | 31.0 |
| 3863609.0 | 29.0 |
| 4413840.0 | 18.0 |
| 4757354.0 | 299.0 |
| 5287742.0 | 526.0 |
| 5420919.0 | 147.0 |
| 5596091.0 | 153.0 |
| 6015395.0 | 127.0 |
| 6095318.0 | 291.0 |
| 6448765.0 | 28.0 |
| 6754467.0 | 149.0 |
| 6779194.0 | 165.0 |
| 6834818.0 | 172.0 |
| 6843865.0 | 124.0 |
| 6881233.0 | 111.0 |
| 7160805.0 | 61.0 |
| 7537224.0 | 24.0 |
| 8368507.0 | 45.0 |
| 8422890.0 | 81.0 |
| 8893475.0 | 474.0 |
| 8928238.0 | 62.0 |
| 1.0190604e7 | 31.0 |
| 1.0377013e7 | 25.0 |
| 1.1503852e7 | 27.0 |
| 1.2005179e7 | 67.0 |
| 1.2143519e7 | 37.0 |
| 1.2232008e7 | 85.0 |
| 1.297899e7 | 88.0 |
| 1.3303127e7 | 12.0 |
| 1.3394077e7 | 55.0 |
| 1.3413545e7 | 44.0 |
| 1.4672429e7 | 6.0 |
| 1.5583843e7 | 26.0 |
| 1.6283651e7 | 28.0 |
| 1.8379838e7 | 3.0 |
| 1.8505136e7 | 68.0 |
| 1.8634057e7 | 109.0 |
| 1.8890528e7 | 201.0 |
| 2.1152944e7 | 13.0 |
| 2.1250216e7 | 31.0 |
| 2.1447249e7 | 51.0 |
| 2.179692e7 | 254.0 |
| 2.2524305e7 | 322.0 |
| 2.2762485e7 | 9.0 |
| 2.2799307e7 | 29.0 |
| 2.3169912e7 | 6.0 |
| 2.3687632e7 | 17.0 |
| 2.3703618e7 | 145.0 |
| 2.3827065e7 | 5.0 |
| 2.3982962e7 | 16.0 |
| 2.3984893e7 | 18.0 |
| 2.4316287e7 | 127.0 |
| 2.5150404e7 | 33.0 |
| 2.5641551e7 | 346.0 |
| 2.6221276e7 | 20.0 |
| 2.6575702e7 | 30.0 |
| 2.707978e7 | 10.0 |
| 2.7532381e7 | 62.0 |
| 2.9045703e7 | 53.0 |
| 2.9410367e7 | 736.0 |
| 3.0493221e7 | 27.0 |
| 3.1156076e7 | 32.0 |
| 3.1298192e7 | 15.0 |
| 3.2462568e7 | 10.0 |
| 3.3273218e7 | 545.0 |
| 3.355878e7 | 21.0 |
| 3.3945012e7 | 38.0 |
| 3.4701539e7 | 240.0 |
| 3.5096782e7 | 32.0 |
| 3.6115878e7 | 37.0 |
| 3.6218551e7 | 97.0 |
| 3.6606021e7 | 21.0 |
| 3.7187971e7 | 31.0 |
| 3.7488495e7 | 6.0 |
| 3.7512886e7 | 340.0 |
| 3.7759077e7 | 21.0 |
| 3.8403664e7 | 86.0 |
| 3.8411226e7 | 34.0 |
| 3.8889198e7 | 68.0 |
| 3.9147505e7 | 56.0 |
| 3.955628e7 | 105.0 |
| 3.9696064e7 | 246.0 |
| 3.9765543e7 | 18.0 |
| 4.0031037e7 | 151.0 |
| 4.0646001e7 | 24.0 |
| 4.0910697e7 | 64.0 |
| 4.208598e7 | 145.0 |
| 4.2185777e7 | 46.0 |
| 4.3110988e7 | 78.0 |
| 4.4293253e7 | 148.0 |
| 4.4366746e7 | 102.0 |
| 4.5315702e7 | 31.0 |
| 4.5647992e7 | 61.0 |
| 4.6574177e7 | 5.0 |
| 4.6796082e7 | 14.0 |
| 4.6846791e7 | 486.0 |
| 4.7276783e7 | 6.0 |
| 4.7293792e7 | 11.0 |
| 5.0577233e7 | 76.0 |
| 5.1143643e7 | 60.0 |
| 5.1361707e7 | 178.0 |
| 5.1529113e7 | 18.0 |
| 5.2458453e7 | 14.0 |
| 5.355579e7 | 43.0 |
| 5.3684615e7 | 17.0 |
| 5.4468681e7 | 37.0 |
| 5.4498207e7 | 182.0 |
| 5.4513563e7 | 63.0 |
| 5.758488e7 | 21.0 |
| 5.7790158e7 | 110.0 |
| 5.7941344e7 | 366.0 |
| 5.8117752e7 | 9.0 |
| 5.9106894e7 | 178.0 |
| 5.9645657e7 | 38.0 |
| 5.9662089e7 | 73.0 |
| 6.0438132e7 | 122.0 |
| 6.0540862e7 | 109.0 |
| 6.0580583e7 | 77.0 |
| 6.0633908e7 | 27.0 |
| 6.1303345e7 | 220.0 |
| 6.1362145e7 | 74.0 |
| 6.2978948e7 | 40.0 |
| 6.3525133e7 | 82.0 |
| 6.3542383e7 | 213.0 |
| 6.3615543e7 | 142.0 |
| 6.3744788e7 | 8.0 |
| 6.3839634e7 | 55.0 |
| 6.4180683e7 | 95.0 |
| 6.5791337e7 | 160.0 |
| 6.6146081e7 | 63.0 |
| 6.628958e7 | 3.0 |
| 6.6770247e7 | 23.0 |
| 6.7080072e7 | 489.0 |
| 6.8072188e7 | 75.0 |
| 6.871422e7 | 41.0 |
| 6.8859854e7 | 686.0 |
| 6.9028239e7 | 180.0 |
| 6.962667e7 | 40.0 |
| 6.9685401e7 | 17.0 |
| 7.0345668e7 | 4.0 |
| 7.1807809e7 | 49.0 |
| 1.6886223e7 | 58.0 |
| 3226175.0 | 250.0 |
| 8664418.0 | 345.0 |
| 1.2790772e7 | 110.0 |
| 1.3491216e7 | 135.0 |
| 3.6703624e7 | 773.0 |
| 4.1492309e7 | 230.0 |
| 6.2641159e7 | 198.0 |
| 674147.0 | 1.0 |
| 3339856.0 | 204.0 |
| 1701156.0 | 111.0 |
| 4028744.0 | 167.0 |
| 9144002.0 | 137.0 |
| 1.7644273e7 | 290.0 |
| 2.3803028e7 | 50.0 |
| 3.1908875e7 | 104.0 |
| 3.1942099e7 | 1937.0 |
| 3.3983606e7 | 35.0 |
| 3.9297511e7 | 55.0 |
| 4.0778748e7 | 84.0 |
| 4.3180885e7 | 130.0 |
| 5.3450632e7 | 40.0 |
| 5.5667174e7 | 60.0 |
| 5.5824762e7 | 71.0 |
| 5.6242636e7 | 32.0 |
| 5.637255e7 | 34.0 |
| 5.652791e7 | 45.0 |
| 6.44148e7 | 65.0 |
| 6.5846699e7 | 209.0 |
| 4.1941879e7 | 165.0 |
| 105796.0 | 661.0 |
| 1.7990997e7 | 770.0 |
| 3794.0 | 804.0 |
| 24354.0 | 901.0 |
| 1806126.0 | 57.0 |
| 6914308.0 | 277.0 |
| 2.3191701e7 | 336.0 |
| 324091.0 | 543.0 |
| 584739.0 | 251.0 |
| 1203653.0 | 17.0 |
| 2074122.0 | 148.0 |
| 2123449.0 | 474.0 |
| 5804783.0 | 103.0 |
| 1.5105877e7 | 29.0 |
| 1.573294e7 | 252.0 |
| 626785.0 | 120.0 |
| 18051.0 | 242.0 |
| 206719.0 | 475.0 |
| 274848.0 | 527.0 |
| 318168.0 | 127.0 |
| 1187636.0 | 23.0 |
| 1887018.0 | 448.0 |
| 3099109.0 | 11.0 |
| 3447164.0 | 28.0 |
| 3746004.0 | 441.0 |
| 6762807.0 | 202.0 |
| 7139808.0 | 222.0 |
| 7946810.0 | 116.0 |
| 8478881.0 | 358.0 |
| 9119140.0 | 301.0 |
| 1.0026282e7 | 39.0 |
| 1.0068059e7 | 16.0 |
| 1.0953591e7 | 121.0 |
| 1.2248345e7 | 164.0 |
| 1.2472175e7 | 52.0 |
| 1.28778e7 | 112.0 |
| 2.0540733e7 | 64.0 |
| 2.0583202e7 | 65.0 |
| 2.2439159e7 | 71.0 |
| 2.2612021e7 | 44.0 |
| 2.3610877e7 | 124.0 |
| 2.7181478e7 | 52.0 |
| 2.773852e7 | 18.0 |
| 2.7802935e7 | 27.0 |
| 2.9066482e7 | 308.0 |
| 2.9525709e7 | 20.0 |
| 3.171213e7 | 90.0 |
| 3.2619987e7 | 56.0 |
| 3.4748036e7 | 47.0 |
| 3.6544756e7 | 642.0 |
| 3.8716794e7 | 30.0 |
| 3.9488759e7 | 1.0 |
| 4.0125689e7 | 96.0 |
| 4.0953796e7 | 7.0 |
| 4.0971691e7 | 36.0 |
| 4.4326781e7 | 35.0 |
| 4.6306198e7 | 81.0 |
| 4.8746733e7 | 15.0 |
| 5.093464e7 | 78.0 |
| 5.399198e7 | 104.0 |
| 5.5679491e7 | 9.0 |
| 5.713068e7 | 19.0 |
| 5.9178251e7 | 359.0 |
| 5.9619351e7 | 196.0 |
| 6.173013e7 | 40.0 |
| 6.465077e7 | 190.0 |
| 6.5090656e7 | 411.0 |
| 6.97505e7 | 32.0 |
| 7.0060648e7 | 10.0 |
| 205013.0 | 580.0 |
| 1947770.0 | 1.0 |
| 3.3032159e7 | 40.0 |
| 3.9972056e7 | 119.0 |
| 4.4801986e7 | 575.0 |
| 57020.0 | 434.0 |
| 1202260.0 | 243.0 |
| 1.3186755e7 | 208.0 |
| 1.9317885e7 | 255.0 |
| 5.870981e7 | 1.0 |
| 1903597.0 | 262.0 |
| 8187093.0 | 45.0 |
| 1.1851392e7 | 114.0 |
| 2.4311963e7 | 136.0 |
| 4.9147779e7 | 54.0 |
| 4104968.0 | 203.0 |
| 9648456.0 | 139.0 |
| 1.854149e7 | 374.0 |
| 4462484.0 | 124.0 |
| 633241.0 | 396.0 |
| 2003525.0 | 108.0 |
| 2.4969173e7 | 102.0 |
| 5858078.0 | 1008.0 |
| 6341057.0 | 46.0 |
| 2.5706207e7 | 19.0 |
| 6.2477733e7 | 116.0 |
| 167316.0 | 33.0 |
| 706454.0 | 17.0 |
| 2029502.0 | 45.0 |
| 8895114.0 | 58.0 |
| 9000576.0 | 80.0 |
| 2.6912985e7 | 10.0 |
| 2.7374393e7 | 14.0 |
| 3.448731e7 | 35.0 |
| 3.4732262e7 | 234.0 |
| 3.7191948e7 | 3.0 |
| 4.407359e7 | 14.0 |
| 6.1246414e7 | 112.0 |
| 6.2767513e7 | 19.0 |
| 7554.0 | 477.0 |
| 11033.0 | 1928.0 |
| 3355139.0 | 9.0 |
| 5637239.0 | 39.0 |
| 8639963.0 | 10.0 |
| 1.2666378e7 | 1.0 |
| 1.6767062e7 | 57.0 |
| 2.0699244e7 | 703.0 |
| 2.0927257e7 | 466.0 |
| 2.1509764e7 | 477.0 |
| 2.3003429e7 | 605.0 |
| 2.3640384e7 | 12.0 |
| 2.4976967e7 | 38.0 |
| 3.0253216e7 | 26.0 |
| 3.1194057e7 | 46.0 |
| 3.3692462e7 | 16.0 |
| 3.8793749e7 | 28.0 |
| 4.270149e7 | 17.0 |
| 5.2117669e7 | 102.0 |
| 5.2663949e7 | 15.0 |
| 5.6611024e7 | 13.0 |
| 5.74351e7 | 17.0 |
| 5.9191532e7 | 10.0 |
| 390373.0 | 179.0 |
| 418147.0 | 243.0 |
| 1557461.0 | 181.0 |
| 2846431.0 | 234.0 |
| 5.331922e7 | 12.0 |
| 6.4216879e7 | 38.0 |
| 6.4655068e7 | 34.0 |
| 4643400.0 | 322.0 |
| 4.2371992e7 | 236.0 |
| 4.8624307e7 | 18.0 |
| 5.2745729e7 | 370.0 |
| 5.7285036e7 | 18.0 |
| 35071.0 | 420.0 |
| 4.8219103e7 | 349.0 |
| 4.7012996e7 | 562.0 |
| 5518088.0 | 97.0 |
| 3232804.0 | 321.0 |
| 256830.0 | 105.0 |
| 313148.0 | 226.0 |
| 1038913.0 | 32.0 |
| 1465291.0 | 231.0 |
| 2383439.0 | 836.0 |
| 3456988.0 | 277.0 |
| 4604825.0 | 225.0 |
| 8515253.0 | 633.0 |
| 8681365.0 | 39.0 |
| 1.0918325e7 | 31.0 |
| 1.9869016e7 | 312.0 |
| 3.5151866e7 | 524.0 |
| 3.5365868e7 | 80.0 |
| 5.829949e7 | 138.0 |
| 6.1703459e7 | 41.0 |
| 2792578.0 | 52.0 |
| 5168923.0 | 254.0 |
| 6734985.0 | 359.0 |
| 1.8247265e7 | 1192.0 |
| 147280.0 | 332.0 |
| 166160.0 | 36.0 |
| 1.6805551e7 | 206.0 |
| 1.9176731e7 | 86.0 |
| 6.6195979e7 | 1.0 |
| 4097515.0 | 61.0 |
| 1.3246731e7 | 47.0 |
| 204974.0 | 226.0 |
| 1957152.0 | 90.0 |
| 1.0053201e7 | 94.0 |
| 3.4348569e7 | 1541.0 |
| 4.1542506e7 | 820.0 |
| 4.7281845e7 | 474.0 |
| 5.4939014e7 | 1085.0 |
| 5.4939205e7 | 430.0 |
| 375375.0 | 772.0 |
| 745107.0 | 210.0 |
| 3976426.0 | 320.0 |
| 1.2415488e7 | 140.0 |
| 5.8735564e7 | 123.0 |
| 6.632638e7 | 481.0 |
| 1483064.0 | 70.0 |
| 2.2253234e7 | 154.0 |
| 8238688.0 | 79.0 |
| 1.1543374e7 | 36.0 |
| 1.2224059e7 | 490.0 |
| 1.3492454e7 | 933.0 |
| 6.0578068e7 | 266.0 |
| 6.781975e7 | 1372.0 |
| 1765281.0 | 285.0 |
| 1.6096578e7 | 218.0 |
| 1.7004063e7 | 62.0 |
| 2.228941e7 | 61.0 |
| 2.4931991e7 | 59.0 |
| 6.2664637e7 | 2596.0 |
| 1617520.0 | 24.0 |
| 2.1231964e7 | 142.0 |
| 2.9714573e7 | 115.0 |
| 3.1205078e7 | 43.0 |
| 3.7763802e7 | 116.0 |
| 5.160308e7 | 17.0 |
| 6.3045081e7 | 68.0 |
| 343570.0 | 350.0 |
| 1066848.0 | 81.0 |
| 2452360.0 | 182.0 |
| 3675155.0 | 65.0 |
| 2.269203e7 | 21.0 |
| 2.2773422e7 | 393.0 |
| 2.8253567e7 | 206.0 |
| 3.1176966e7 | 693.0 |
| 3.1351322e7 | 186.0 |
| 3.1861665e7 | 88.0 |
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
display(g.inDegrees)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksViewa10e7f7")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksViewa10e7f7) ,min_max AS (SELECT `inDegree`,(SELECT MAX(`inDegree`) FROM q) `target_column_max`,(SELECT MIN(`inDegree`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `inDegree`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 300 `step` FROM min_max) SELECT IF(ISNULL(`inDegree`),NULL,LEAST(WIDTH_BUCKET(`inDegree`,`min_value`,`max_value`,300),300)) `inDegree_BIN`,FIRST(`min_value` + ((IF(ISNULL(`inDegree`),NULL,LEAST(WIDTH_BUCKET(`inDegree`,`min_value`,`max_value`,300),300)) - 1) * `step`)) `inDegree_BIN_LOWER_BOUND`,FIRST(`step`) `inDegree_BIN_STEP`,COUNT(`inDegree`) `COUNT` FROM histogram_meta GROUP BY `inDegree_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksViewa10e7f7")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
| inDegree_BIN | inDegree_BIN_LOWER_BOUND | inDegree_BIN_STEP | COUNT |
|---|---|---|---|
| 7.0 | 27603.0 | 4600.333333333333 | 136.0 |
| 39.0 | 174813.66666666666 | 4600.333333333333 | 1.0 |
| 6.0 | 23002.666666666664 | 4600.333333333333 | 107.0 |
| 9.0 | 36803.666666666664 | 4600.333333333333 | 49.0 |
| 27.0 | 119609.66666666666 | 4600.333333333333 | 1.0 |
| 5.0 | 18402.333333333332 | 4600.333333333333 | 203.0 |
| 1.0 | 1.0 | 4600.333333333333 | 6424767.0 |
| 96.0 | 437032.6666666666 | 4600.333333333333 | 1.0 |
| 3.0 | 9201.666666666666 | 4600.333333333333 | 707.0 |
| 12.0 | 50604.666666666664 | 4600.333333333333 | 19.0 |
| 8.0 | 32203.333333333332 | 4600.333333333333 | 57.0 |
| 11.0 | 46004.33333333333 | 4600.333333333333 | 20.0 |
| 2.0 | 4601.333333333333 | 4600.333333333333 | 2683.0 |
| 4.0 | 13802.0 | 4600.333333333333 | 344.0 |
| 13.0 | 55205.0 | 4600.333333333333 | 18.0 |
| 15.0 | 64405.666666666664 | 4600.333333333333 | 12.0 |
| 20.0 | 87407.33333333333 | 4600.333333333333 | 5.0 |
| 47.0 | 211616.3333333333 | 4600.333333333333 | 2.0 |
| 26.0 | 115009.33333333333 | 4600.333333333333 | 5.0 |
| 22.0 | 96608.0 | 4600.333333333333 | 5.0 |
| 43.0 | 193215.0 | 4600.333333333333 | 3.0 |
| 63.0 | 285221.6666666666 | 4600.333333333333 | 2.0 |
| 33.0 | 147211.66666666666 | 4600.333333333333 | 4.0 |
| 10.0 | 41404.0 | 4600.333333333333 | 35.0 |
| 35.0 | 156412.3333333333 | 4600.333333333333 | 6.0 |
| 14.0 | 59805.33333333333 | 4600.333333333333 | 7.0 |
| 23.0 | 101208.33333333333 | 4600.333333333333 | 4.0 |
| 259.0 | 1186887.0 | 4600.333333333333 | 1.0 |
| 16.0 | 69006.0 | 4600.333333333333 | 20.0 |
| 19.0 | 82807.0 | 4600.333333333333 | 14.0 |
| 25.0 | 110409.0 | 4600.333333333333 | 5.0 |
| 56.0 | 253019.3333333333 | 4600.333333333333 | 1.0 |
| 49.0 | 220817.0 | 4600.333333333333 | 1.0 |
| 18.0 | 78206.66666666666 | 4600.333333333333 | 9.0 |
| 59.0 | 266820.3333333333 | 4600.333333333333 | 1.0 |
| 300.0 | 1375500.6666666665 | 4600.333333333333 | 1.0 |
| 40.0 | 179414.0 | 4600.333333333333 | 2.0 |
| 31.0 | 138011.0 | 4600.333333333333 | 2.0 |
| 79.0 | 358827.0 | 4600.333333333333 | 1.0 |
| 17.0 | 73606.33333333333 | 4600.333333333333 | 8.0 |
| 114.0 | 519838.6666666666 | 4600.333333333333 | 1.0 |
| 91.0 | 414031.0 | 4600.333333333333 | 2.0 |
| 87.0 | 395629.6666666666 | 4600.333333333333 | 1.0 |
| 28.0 | 124209.99999999999 | 4600.333333333333 | 3.0 |
| 120.0 | 547440.6666666666 | 4600.333333333333 | 1.0 |
| 44.0 | 197815.3333333333 | 4600.333333333333 | 2.0 |
| 36.0 | 161012.66666666666 | 4600.333333333333 | 1.0 |
| 54.0 | 243818.66666666666 | 4600.333333333333 | 1.0 |
| 55.0 | 248418.99999999997 | 4600.333333333333 | 1.0 |
| 73.0 | 331225.0 | 4600.333333333333 | 1.0 |
| 60.0 | 271420.6666666666 | 4600.333333333333 | 1.0 |
| 37.0 | 165613.0 | 4600.333333333333 | 2.0 |
| 46.0 | 207016.0 | 4600.333333333333 | 1.0 |
| 24.0 | 105808.66666666666 | 4600.333333333333 | 4.0 |
| 106.0 | 483035.99999999994 | 4600.333333333333 | 1.0 |
| 67.0 | 303623.0 | 4600.333333333333 | 1.0 |
| 41.0 | 184014.3333333333 | 4600.333333333333 | 1.0 |
| 77.0 | 349626.3333333333 | 4600.333333333333 | 1.0 |
| 202.0 | 924667.9999999999 | 4600.333333333333 | 1.0 |
| 51.0 | 230017.66666666666 | 4600.333333333333 | 2.0 |
| 101.0 | 460034.3333333333 | 4600.333333333333 | 1.0 |
| 75.0 | 340425.6666666666 | 4600.333333333333 | 1.0 |
| 32.0 | 142611.3333333333 | 4600.333333333333 | 1.0 |
| 21.0 | 92007.66666666666 | 4600.333333333333 | 3.0 |
| 48.0 | 216216.66666666666 | 4600.333333333333 | 1.0 |
| 64.0 | 289822.0 | 4600.333333333333 | 1.0 |
| 78.0 | 354226.6666666666 | 4600.333333333333 | 1.0 |
| 98.0 | 446233.3333333333 | 4600.333333333333 | 1.0 |
// Top in
display(g.inDegrees.join(g.vertices.withColumnRenamed("id", "v_id"), col("id")===col("v_id"), "left").orderBy(desc("inDegree")))
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
display(g.outDegrees)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksView1bd969d")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksView1bd969d) ,min_max AS (SELECT `outDegree`,(SELECT MAX(`outDegree`) FROM q) `target_column_max`,(SELECT MIN(`outDegree`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `outDegree`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 300 `step` FROM min_max) SELECT IF(ISNULL(`outDegree`),NULL,LEAST(WIDTH_BUCKET(`outDegree`,`min_value`,`max_value`,300),300)) `outDegree_BIN`,FIRST(`min_value` + ((IF(ISNULL(`outDegree`),NULL,LEAST(WIDTH_BUCKET(`outDegree`,`min_value`,`max_value`,300),300)) - 1) * `step`)) `outDegree_BIN_LOWER_BOUND`,FIRST(`step`) `outDegree_BIN_STEP`,COUNT(`outDegree`) `COUNT` FROM histogram_meta GROUP BY `outDegree_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksView1bd969d")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
| outDegree_BIN | outDegree_BIN_LOWER_BOUND | outDegree_BIN_STEP | COUNT |
|---|---|---|---|
| 26.0 | 1037.6666666666667 | 41.46666666666667 | 2166.0 |
| 29.0 | 1162.0666666666666 | 41.46666666666667 | 1013.0 |
| 65.0 | 2654.866666666667 | 41.46666666666667 | 28.0 |
| 19.0 | 747.4000000000001 | 41.46666666666667 | 6522.0 |
| 54.0 | 2198.7333333333336 | 41.46666666666667 | 51.0 |
| 22.0 | 871.8000000000001 | 41.46666666666667 | 4277.0 |
| 7.0 | 249.8 | 41.46666666666667 | 134610.0 |
| 34.0 | 1369.4 | 41.46666666666667 | 1166.0 |
| 43.0 | 1742.6000000000001 | 41.46666666666667 | 186.0 |
| 32.0 | 1286.4666666666667 | 41.46666666666667 | 1117.0 |
| 31.0 | 1245.0 | 41.46666666666667 | 1076.0 |
| 39.0 | 1576.7333333333333 | 41.46666666666667 | 581.0 |
| 25.0 | 996.2 | 41.46666666666667 | 2143.0 |
| 6.0 | 208.33333333333334 | 41.46666666666667 | 180244.0 |
| 58.0 | 2364.6 | 41.46666666666667 | 37.0 |
| 107.0 | 4396.466666666667 | 41.46666666666667 | 2.0 |
| 9.0 | 332.73333333333335 | 41.46666666666667 | 73016.0 |
| 27.0 | 1079.1333333333334 | 41.46666666666667 | 2546.0 |
| 52.0 | 2115.8 | 41.46666666666667 | 62.0 |
| 17.0 | 664.4666666666667 | 41.46666666666667 | 11795.0 |
| 41.0 | 1659.6666666666667 | 41.46666666666667 | 259.0 |
| 28.0 | 1120.6000000000001 | 41.46666666666667 | 1308.0 |
| 33.0 | 1327.9333333333334 | 41.46666666666667 | 1615.0 |
| 88.0 | 3608.6000000000004 | 41.46666666666667 | 3.0 |
| 5.0 | 166.86666666666667 | 41.46666666666667 | 257782.0 |
| 1.0 | 1.0 | 41.46666666666667 | 1.3808876e7 |
| 10.0 | 374.20000000000005 | 41.46666666666667 | 52366.0 |
| 44.0 | 1784.0666666666668 | 41.46666666666667 | 148.0 |
| 61.0 | 2489.0 | 41.46666666666667 | 28.0 |
| 3.0 | 83.93333333333334 | 41.46666666666667 | 595738.0 |
| 37.0 | 1493.8000000000002 | 41.46666666666667 | 611.0 |
| 12.0 | 457.1333333333333 | 41.46666666666667 | 33173.0 |
| 55.0 | 2240.2000000000003 | 41.46666666666667 | 44.0 |
| 74.0 | 3028.0666666666666 | 41.46666666666667 | 10.0 |
| 8.0 | 291.26666666666665 | 41.46666666666667 | 93927.0 |
| 11.0 | 415.6666666666667 | 41.46666666666667 | 42598.0 |
| 49.0 | 1991.4 | 41.46666666666667 | 81.0 |
| 35.0 | 1410.8666666666668 | 41.46666666666667 | 800.0 |
| 2.0 | 42.46666666666667 | 41.46666666666667 | 1063177.0 |
| 4.0 | 125.4 | 41.46666666666667 | 359448.0 |
| 13.0 | 498.6 | 41.46666666666667 | 28593.0 |
| 36.0 | 1452.3333333333335 | 41.46666666666667 | 669.0 |
| 75.0 | 3069.5333333333333 | 41.46666666666667 | 12.0 |
| 18.0 | 705.9333333333334 | 41.46666666666667 | 10640.0 |
| 14.0 | 540.0666666666667 | 41.46666666666667 | 21160.0 |
| 21.0 | 830.3333333333334 | 41.46666666666667 | 5358.0 |
| 15.0 | 581.5333333333333 | 41.46666666666667 | 18867.0 |
| 38.0 | 1535.2666666666667 | 41.46666666666667 | 483.0 |
| 82.0 | 3359.8 | 41.46666666666667 | 9.0 |
| 30.0 | 1203.5333333333333 | 41.46666666666667 | 2022.0 |
| 42.0 | 1701.1333333333334 | 41.46666666666667 | 196.0 |
| 90.0 | 3691.5333333333333 | 41.46666666666667 | 1.0 |
| 23.0 | 913.2666666666667 | 41.46666666666667 | 3022.0 |
| 46.0 | 1867.0 | 41.46666666666667 | 114.0 |
| 20.0 | 788.8666666666667 | 41.46666666666667 | 8177.0 |
| 86.0 | 3525.666666666667 | 41.46666666666667 | 7.0 |
| 60.0 | 2447.5333333333333 | 41.46666666666667 | 24.0 |
| 40.0 | 1618.2 | 41.46666666666667 | 354.0 |
| 16.0 | 623.0 | 41.46666666666667 | 15615.0 |
| 53.0 | 2157.266666666667 | 41.46666666666667 | 55.0 |
| 47.0 | 1908.4666666666667 | 41.46666666666667 | 106.0 |
| 24.0 | 954.7333333333333 | 41.46666666666667 | 2567.0 |
| 50.0 | 2032.8666666666668 | 41.46666666666667 | 87.0 |
| 84.0 | 3442.7333333333336 | 41.46666666666667 | 8.0 |
| 95.0 | 3898.866666666667 | 41.46666666666667 | 3.0 |
| 71.0 | 2903.666666666667 | 41.46666666666667 | 14.0 |
| 51.0 | 2074.3333333333335 | 41.46666666666667 | 67.0 |
| 67.0 | 2737.8 | 41.46666666666667 | 19.0 |
| 48.0 | 1949.9333333333334 | 41.46666666666667 | 76.0 |
| 123.0 | 5059.933333333333 | 41.46666666666667 | 1.0 |
| 66.0 | 2696.3333333333335 | 41.46666666666667 | 11.0 |
| 78.0 | 3193.9333333333334 | 41.46666666666667 | 8.0 |
| 45.0 | 1825.5333333333333 | 41.46666666666667 | 116.0 |
| 57.0 | 2323.133333333333 | 41.46666666666667 | 35.0 |
| 62.0 | 2530.4666666666667 | 41.46666666666667 | 17.0 |
| 56.0 | 2281.666666666667 | 41.46666666666667 | 38.0 |
| 59.0 | 2406.0666666666666 | 41.46666666666667 | 30.0 |
| 300.0 | 12399.533333333335 | 41.46666666666667 | 1.0 |
| 93.0 | 3815.9333333333334 | 41.46666666666667 | 6.0 |
| 91.0 | 3733.0 | 41.46666666666667 | 6.0 |
| 113.0 | 4645.266666666666 | 41.46666666666667 | 1.0 |
| 94.0 | 3857.4 | 41.46666666666667 | 5.0 |
| 83.0 | 3401.266666666667 | 41.46666666666667 | 2.0 |
| 77.0 | 3152.4666666666667 | 41.46666666666667 | 3.0 |
| 145.0 | 5972.200000000001 | 41.46666666666667 | 1.0 |
| 108.0 | 4437.933333333333 | 41.46666666666667 | 5.0 |
| 76.0 | 3111.0 | 41.46666666666667 | 9.0 |
| 98.0 | 4023.266666666667 | 41.46666666666667 | 3.0 |
| 63.0 | 2571.9333333333334 | 41.46666666666667 | 9.0 |
| 80.0 | 3276.866666666667 | 41.46666666666667 | 4.0 |
| 69.0 | 2820.7333333333336 | 41.46666666666667 | 9.0 |
| 81.0 | 3318.3333333333335 | 41.46666666666667 | 8.0 |
| 73.0 | 2986.6000000000004 | 41.46666666666667 | 9.0 |
| 68.0 | 2779.266666666667 | 41.46666666666667 | 15.0 |
| 192.0 | 7921.133333333334 | 41.46666666666667 | 1.0 |
| 265.0 | 10948.2 | 41.46666666666667 | 1.0 |
| 70.0 | 2862.2000000000003 | 41.46666666666667 | 18.0 |
| 111.0 | 4562.333333333334 | 41.46666666666667 | 2.0 |
| 110.0 | 4520.866666666667 | 41.46666666666667 | 3.0 |
| 72.0 | 2945.1333333333337 | 41.46666666666667 | 5.0 |
| 102.0 | 4189.133333333333 | 41.46666666666667 | 3.0 |
| 64.0 | 2613.4 | 41.46666666666667 | 17.0 |
| 105.0 | 4313.533333333334 | 41.46666666666667 | 1.0 |
| 121.0 | 4977.0 | 41.46666666666667 | 1.0 |
| 119.0 | 4894.066666666667 | 41.46666666666667 | 3.0 |
| 132.0 | 5433.133333333333 | 41.46666666666667 | 2.0 |
| 171.0 | 7050.333333333334 | 41.46666666666667 | 1.0 |
| 92.0 | 3774.4666666666667 | 41.46666666666667 | 1.0 |
| 97.0 | 3981.8 | 41.46666666666667 | 2.0 |
| 99.0 | 4064.7333333333336 | 41.46666666666667 | 1.0 |
| 193.0 | 7962.6 | 41.46666666666667 | 1.0 |
| 122.0 | 5018.466666666667 | 41.46666666666667 | 2.0 |
| 100.0 | 4106.2 | 41.46666666666667 | 2.0 |
| 134.0 | 5516.066666666667 | 41.46666666666667 | 2.0 |
| 133.0 | 5474.6 | 41.46666666666667 | 2.0 |
| 168.0 | 6925.933333333333 | 41.46666666666667 | 1.0 |
| 116.0 | 4769.666666666667 | 41.46666666666667 | 4.0 |
| 87.0 | 3567.1333333333337 | 41.46666666666667 | 5.0 |
| 104.0 | 4272.066666666667 | 41.46666666666667 | 3.0 |
| 89.0 | 3650.0666666666666 | 41.46666666666667 | 3.0 |
| 106.0 | 4355.0 | 41.46666666666667 | 1.0 |
| 103.0 | 4230.6 | 41.46666666666667 | 1.0 |
| 124.0 | 5101.400000000001 | 41.46666666666667 | 1.0 |
| 101.0 | 4147.666666666667 | 41.46666666666667 | 2.0 |
| 137.0 | 5640.466666666667 | 41.46666666666667 | 1.0 |
| 135.0 | 5557.533333333334 | 41.46666666666667 | 1.0 |
| 114.0 | 4686.733333333334 | 41.46666666666667 | 1.0 |
| 125.0 | 5142.866666666667 | 41.46666666666667 | 1.0 |
| 156.0 | 6428.333333333334 | 41.46666666666667 | 1.0 |
| 85.0 | 3484.2000000000003 | 41.46666666666667 | 2.0 |
| 117.0 | 4811.133333333333 | 41.46666666666667 | 3.0 |
| 127.0 | 5225.8 | 41.46666666666667 | 1.0 |
| 109.0 | 4479.400000000001 | 41.46666666666667 | 2.0 |
| 120.0 | 4935.533333333334 | 41.46666666666667 | 3.0 |
| 148.0 | 6096.6 | 41.46666666666667 | 1.0 |
| 138.0 | 5681.933333333333 | 41.46666666666667 | 1.0 |
| 79.0 | 3235.4 | 41.46666666666667 | 2.0 |
| 163.0 | 6718.6 | 41.46666666666667 | 1.0 |
| 128.0 | 5267.266666666667 | 41.46666666666667 | 1.0 |
| 200.0 | 8252.866666666667 | 41.46666666666667 | 1.0 |
| 126.0 | 5184.333333333334 | 41.46666666666667 | 1.0 |
| 129.0 | 5308.733333333334 | 41.46666666666667 | 1.0 |
| 187.0 | 7713.8 | 41.46666666666667 | 1.0 |
// Top 10 out
display(g.outDegrees.join(g.vertices.withColumnRenamed("id", "v_id"), col("id")===col("v_id"), "left").orderBy(desc("outDegree")))
Article Length
Let's investigate how the article length is distributed among our articles.
g.vertices.stat.approxQuantile("page_len", Array(0.05, 0.25, 0.5, 0.75, 0.95), 0.001)
res14: Array[Double] = Array(580.0, 2023.0, 4081.0, 8439.0, 28182.0)
g.vertices.select(avg("page_len")).show()
+---------------+
| avg(page_len)|
+---------------+
|8293.8936494498|
+---------------+
display(g.vertices.select("page_len"))
| page_len |
|---|
| 86941.0 |
| 5568.0 |
| 120924.0 |
| 115389.0 |
| 12611.0 |
| 17355.0 |
| 5259.0 |
| 38155.0 |
| 61828.0 |
| 62649.0 |
| 38990.0 |
| 2384.0 |
| 57987.0 |
| 21803.0 |
| 27194.0 |
| 198759.0 |
| 9089.0 |
| 172360.0 |
| 1662.0 |
| 47303.0 |
| 14090.0 |
| 971.0 |
| 4632.0 |
| 169316.0 |
| 105966.0 |
| 156265.0 |
| 177759.0 |
| 54296.0 |
| 424.0 |
| 10782.0 |
| 137001.0 |
| 63095.0 |
| 40450.0 |
| 264505.0 |
| 121471.0 |
| 8092.0 |
| 22569.0 |
| 8227.0 |
| 52833.0 |
| 42277.0 |
| 62474.0 |
| 4967.0 |
| 96274.0 |
| 78185.0 |
| 57940.0 |
| 17730.0 |
| 112409.0 |
| 44000.0 |
| 53513.0 |
| 78610.0 |
| 75626.0 |
| 7026.0 |
| 24164.0 |
| 36906.0 |
| 3406.0 |
| 4767.0 |
| 16041.0 |
| 2702.0 |
| 76185.0 |
| 29857.0 |
| 117407.0 |
| 86565.0 |
| 6261.0 |
| 46002.0 |
| 4653.0 |
| 44923.0 |
| 33528.0 |
| 55134.0 |
| 31150.0 |
| 14723.0 |
| 4809.0 |
| 17732.0 |
| 22165.0 |
| 8481.0 |
| 53434.0 |
| 1407.0 |
| 100642.0 |
| 71493.0 |
| 91061.0 |
| 55922.0 |
| 15800.0 |
| 8519.0 |
| 9670.0 |
| 11078.0 |
| 117407.0 |
| 20558.0 |
| 9834.0 |
| 8856.0 |
| 34566.0 |
| 11584.0 |
| 16240.0 |
| 828.0 |
| 1689.0 |
| 2176.0 |
| 3576.0 |
| 22336.0 |
| 5414.0 |
| 8191.0 |
| 19019.0 |
| 4026.0 |
| 36712.0 |
| 40056.0 |
| 18284.0 |
| 3975.0 |
| 69627.0 |
| 14955.0 |
| 7473.0 |
| 56872.0 |
| 1114.0 |
| 41953.0 |
| 10707.0 |
| 40574.0 |
| 3313.0 |
| 16932.0 |
| 6772.0 |
| 108340.0 |
| 4863.0 |
| 16788.0 |
| 27906.0 |
| 536.0 |
| 33058.0 |
| 1304.0 |
| 55316.0 |
| 21424.0 |
| 31966.0 |
| 6411.0 |
| 15958.0 |
| 3234.0 |
| 4133.0 |
| 5898.0 |
| 10265.0 |
| 10529.0 |
| 33569.0 |
| 2946.0 |
| 12829.0 |
| 100752.0 |
| 38065.0 |
| 28503.0 |
| 2915.0 |
| 43896.0 |
| 50029.0 |
| 12009.0 |
| 85513.0 |
| 40699.0 |
| 40597.0 |
| 50299.0 |
| 21296.0 |
| 8165.0 |
| 19394.0 |
| 211.0 |
| 3991.0 |
| 7444.0 |
| 34557.0 |
| 17988.0 |
| 4756.0 |
| 35496.0 |
| 7347.0 |
| 7698.0 |
| 3557.0 |
| 66764.0 |
| 7089.0 |
| 35823.0 |
| 14252.0 |
| 52288.0 |
| 68443.0 |
| 51457.0 |
| 79542.0 |
| 4388.0 |
| 1900.0 |
| 771.0 |
| 5775.0 |
| 3094.0 |
| 3538.0 |
| 40383.0 |
| 62299.0 |
| 5359.0 |
| 31708.0 |
| 36713.0 |
| 2061.0 |
| 51232.0 |
| 9065.0 |
| 20431.0 |
| 381.0 |
| 19631.0 |
| 23096.0 |
| 21190.0 |
| 25552.0 |
| 25678.0 |
| 3468.0 |
| 21816.0 |
| 4339.0 |
| 123989.0 |
| 50578.0 |
| 542.0 |
| 2070.0 |
| 6313.0 |
| 1317.0 |
| 16064.0 |
| 52020.0 |
| 2253.0 |
| 18599.0 |
| 19678.0 |
| 2166.0 |
| 1785.0 |
| 3286.0 |
| 11638.0 |
| 1533.0 |
| 305.0 |
| 603.0 |
| 25255.0 |
| 43071.0 |
| 13327.0 |
| 12814.0 |
| 44854.0 |
| 3004.0 |
| 7003.0 |
| 18902.0 |
| 26401.0 |
| 16602.0 |
| 17765.0 |
| 37280.0 |
| 15341.0 |
| 6965.0 |
| 3397.0 |
| 24126.0 |
| 15098.0 |
| 6319.0 |
| 35873.0 |
| 57201.0 |
| 35103.0 |
| 16613.0 |
| 15966.0 |
| 17097.0 |
| 4526.0 |
| 17074.0 |
| 21651.0 |
| 15540.0 |
| 26756.0 |
| 20229.0 |
| 567.0 |
| 4037.0 |
| 14709.0 |
| 26060.0 |
| 195320.0 |
| 4475.0 |
| 3841.0 |
| 47061.0 |
| 1307.0 |
| 26553.0 |
| 8528.0 |
| 6089.0 |
| 15722.0 |
| 8293.0 |
| 38335.0 |
| 28969.0 |
| 5341.0 |
| 6014.0 |
| 29568.0 |
| 24832.0 |
| 8254.0 |
| 82947.0 |
| 15982.0 |
| 24720.0 |
| 7334.0 |
| 14318.0 |
| 29016.0 |
| 28710.0 |
| 14171.0 |
| 9269.0 |
| 6231.0 |
| 10473.0 |
| 11717.0 |
| 10699.0 |
| 15017.0 |
| 22907.0 |
| 7032.0 |
| 6144.0 |
| 9902.0 |
| 6482.0 |
| 6594.0 |
| 19723.0 |
| 8664.0 |
| 9944.0 |
| 12773.0 |
| 10026.0 |
| 12124.0 |
| 9504.0 |
| 10355.0 |
| 10915.0 |
| 8269.0 |
| 9090.0 |
| 9796.0 |
| 14310.0 |
| 13117.0 |
| 14501.0 |
| 9341.0 |
| 15254.0 |
| 8610.0 |
| 17384.0 |
| 6275.0 |
| 7687.0 |
| 6628.0 |
| 30788.0 |
| 8020.0 |
| 6722.0 |
| 11623.0 |
| 8178.0 |
| 6380.0 |
| 5645.0 |
| 5638.0 |
| 9931.0 |
| 7236.0 |
| 9015.0 |
| 6887.0 |
| 6875.0 |
| 10986.0 |
| 11966.0 |
| 8478.0 |
| 11753.0 |
| 7348.0 |
| 20381.0 |
| 9062.0 |
| 10244.0 |
| 9353.0 |
| 28933.0 |
| 50720.0 |
| 1362.0 |
| 55198.0 |
| 7846.0 |
| 8771.0 |
| 10039.0 |
| 6385.0 |
| 8714.0 |
| 7469.0 |
| 14301.0 |
| 9091.0 |
| 11872.0 |
| 35367.0 |
| 14423.0 |
| 28495.0 |
| 8722.0 |
| 15986.0 |
| 8364.0 |
| 13590.0 |
| 16633.0 |
| 8121.0 |
| 6248.0 |
| 4809.0 |
| 7665.0 |
| 9787.0 |
| 1865.0 |
| 8437.0 |
| 12962.0 |
| 25309.0 |
| 10112.0 |
| 7001.0 |
| 20535.0 |
| 6545.0 |
| 10141.0 |
| 7627.0 |
| 7370.0 |
| 11776.0 |
| 11764.0 |
| 11462.0 |
| 12081.0 |
| 9872.0 |
| 19964.0 |
| 11728.0 |
| 10282.0 |
| 6216.0 |
| 64400.0 |
| 7086.0 |
| 8345.0 |
| 15993.0 |
| 7301.0 |
| 53588.0 |
| 12599.0 |
| 10846.0 |
| 11848.0 |
| 6566.0 |
| 5816.0 |
| 5418.0 |
| 5570.0 |
| 7174.0 |
| 5826.0 |
| 6273.0 |
| 5463.0 |
| 7728.0 |
| 6791.0 |
| 5977.0 |
| 15656.0 |
| 259.0 |
| 413.0 |
| 569.0 |
| 294.0 |
| 32140.0 |
| 28137.0 |
| 24624.0 |
| 6210.0 |
| 1511.0 |
| 49948.0 |
| 4345.0 |
| 10520.0 |
| 8305.0 |
| 20756.0 |
| 46116.0 |
| 113713.0 |
| 57673.0 |
| 26200.0 |
| 11685.0 |
| 19442.0 |
| 15059.0 |
| 35001.0 |
| 502.0 |
| 50865.0 |
| 3502.0 |
| 395.0 |
| 58041.0 |
| 1789.0 |
| 18824.0 |
| 16139.0 |
| 3426.0 |
| 55368.0 |
| 16728.0 |
| 296.0 |
| 3496.0 |
| 39387.0 |
| 2642.0 |
| 22336.0 |
| 23834.0 |
| 754.0 |
| 11230.0 |
| 6849.0 |
| 12547.0 |
| 1667.0 |
| 14058.0 |
| 5753.0 |
| 12810.0 |
| 104769.0 |
| 13511.0 |
| 34301.0 |
| 1195.0 |
| 55677.0 |
| 6732.0 |
| 10032.0 |
| 3105.0 |
| 5519.0 |
| 29027.0 |
| 26567.0 |
| 8196.0 |
| 716.0 |
| 37370.0 |
| 33476.0 |
| 18493.0 |
| 21384.0 |
| 115545.0 |
| 35094.0 |
| 33002.0 |
| 47932.0 |
| 28529.0 |
| 90217.0 |
| 21499.0 |
| 4321.0 |
| 3544.0 |
| 7804.0 |
| 4196.0 |
| 3217.0 |
| 81726.0 |
| 15917.0 |
| 2244.0 |
| 2315.0 |
| 3263.0 |
| 14447.0 |
| 32884.0 |
| 3787.0 |
| 18962.0 |
| 29811.0 |
| 23024.0 |
| 22909.0 |
| 3392.0 |
| 45118.0 |
| 5033.0 |
| 43079.0 |
| 15396.0 |
| 43370.0 |
| 5850.0 |
| 24839.0 |
| 3061.0 |
| 41492.0 |
| 22860.0 |
| 4467.0 |
| 2091.0 |
| 4868.0 |
| 8944.0 |
| 545.0 |
| 49090.0 |
| 13183.0 |
| 74223.0 |
| 5583.0 |
| 16009.0 |
| 11204.0 |
| 24422.0 |
| 28965.0 |
| 1781.0 |
| 23675.0 |
| 20736.0 |
| 33718.0 |
| 1863.0 |
| 91613.0 |
| 12149.0 |
| 53562.0 |
| 8057.0 |
| 21450.0 |
| 39828.0 |
| 33821.0 |
| 23032.0 |
| 947.0 |
| 8333.0 |
| 3511.0 |
| 13780.0 |
| 55981.0 |
| 32994.0 |
| 207563.0 |
| 7162.0 |
| 10945.0 |
| 43949.0 |
| 37245.0 |
| 26962.0 |
| 51005.0 |
| 37157.0 |
| 18409.0 |
| 59756.0 |
| 45065.0 |
| 69395.0 |
| 4693.0 |
| 13091.0 |
| 3825.0 |
| 22170.0 |
| 13456.0 |
| 1824.0 |
| 4429.0 |
| 6408.0 |
| 15441.0 |
| 9328.0 |
| 37592.0 |
| 2723.0 |
| 3481.0 |
| 3241.0 |
| 1399.0 |
| 6121.0 |
| 22331.0 |
| 39520.0 |
| 3880.0 |
| 13024.0 |
| 22400.0 |
| 6277.0 |
| 25150.0 |
| 2258.0 |
| 34755.0 |
| 15566.0 |
| 26905.0 |
| 8551.0 |
| 29365.0 |
| 34409.0 |
| 2089.0 |
| 1790.0 |
| 6631.0 |
| 24897.0 |
| 16242.0 |
| 1389.0 |
| 14802.0 |
| 5957.0 |
| 6175.0 |
| 1167.0 |
| 469.0 |
| 3164.0 |
| 7327.0 |
| 12023.0 |
| 121752.0 |
| 34813.0 |
| 29153.0 |
| 15713.0 |
| 2258.0 |
| 22267.0 |
| 11242.0 |
| 15589.0 |
| 9573.0 |
| 69239.0 |
| 4259.0 |
| 4743.0 |
| 10192.0 |
| 10258.0 |
| 57235.0 |
| 63166.0 |
| 9103.0 |
| 44583.0 |
| 3275.0 |
| 11520.0 |
| 33974.0 |
| 6503.0 |
| 53062.0 |
| 9796.0 |
| 5646.0 |
| 11178.0 |
| 63555.0 |
| 12514.0 |
| 35561.0 |
| 5177.0 |
| 104162.0 |
| 22283.0 |
| 27376.0 |
| 19164.0 |
| 11028.0 |
| 11687.0 |
| 22060.0 |
| 8401.0 |
| 16697.0 |
| 7274.0 |
| 4661.0 |
| 7289.0 |
| 43769.0 |
| 895.0 |
| 29680.0 |
| 2722.0 |
| 24594.0 |
| 16087.0 |
| 111583.0 |
| 69187.0 |
| 1960.0 |
| 99885.0 |
| 4338.0 |
| 16637.0 |
| 42759.0 |
| 5941.0 |
| 60957.0 |
| 339.0 |
| 3043.0 |
| 5783.0 |
| 778.0 |
| 30466.0 |
| 22937.0 |
| 5117.0 |
| 219501.0 |
| 6541.0 |
| 35160.0 |
| 44590.0 |
| 58257.0 |
| 17554.0 |
| 14585.0 |
| 2668.0 |
| 28360.0 |
| 8993.0 |
| 5963.0 |
| 1517.0 |
| 27599.0 |
| 5077.0 |
| 49248.0 |
| 42634.0 |
| 31828.0 |
| 4293.0 |
| 32185.0 |
| 4656.0 |
| 18784.0 |
| 805.0 |
| 44147.0 |
| 36405.0 |
| 10354.0 |
| 94434.0 |
| 17827.0 |
| 4506.0 |
| 26473.0 |
| 81794.0 |
| 46684.0 |
| 5123.0 |
| 1867.0 |
| 71227.0 |
| 2886.0 |
| 34310.0 |
| 7828.0 |
| 11293.0 |
| 53794.0 |
| 570.0 |
| 7279.0 |
| 3651.0 |
| 16654.0 |
| 18787.0 |
| 19197.0 |
| 14399.0 |
| 10040.0 |
| 546.0 |
| 1635.0 |
| 6840.0 |
| 1726.0 |
| 8640.0 |
| 132652.0 |
| 863.0 |
| 6480.0 |
| 1612.0 |
| 16009.0 |
| 7802.0 |
| 1017.0 |
| 5691.0 |
| 59045.0 |
| 44829.0 |
| 19493.0 |
| 7004.0 |
| 55445.0 |
| 9197.0 |
| 13745.0 |
| 6699.0 |
| 2252.0 |
| 52103.0 |
| 11909.0 |
| 45349.0 |
| 375.0 |
| 53952.0 |
| 2107.0 |
| 3349.0 |
| 7896.0 |
| 33003.0 |
| 3713.0 |
| 14178.0 |
| 11488.0 |
| 20329.0 |
| 11356.0 |
| 5515.0 |
| 2757.0 |
| 1495.0 |
| 29548.0 |
| 510.0 |
| 54063.0 |
| 15997.0 |
| 3220.0 |
| 658.0 |
| 52690.0 |
| 824.0 |
| 11081.0 |
| 5518.0 |
| 22245.0 |
| 63189.0 |
| 3807.0 |
| 3273.0 |
| 9443.0 |
| 39710.0 |
| 6991.0 |
| 13289.0 |
| 98421.0 |
| 1176.0 |
| 5007.0 |
| 18134.0 |
| 4834.0 |
| 31384.0 |
| 5227.0 |
| 5895.0 |
| 15761.0 |
| 2543.0 |
| 20588.0 |
| 6587.0 |
| 17590.0 |
| 36354.0 |
| 19461.0 |
| 12282.0 |
| 11587.0 |
| 2497.0 |
| 26862.0 |
| 16963.0 |
| 89518.0 |
| 9189.0 |
| 29521.0 |
| 15390.0 |
| 1660.0 |
| 11311.0 |
| 41979.0 |
| 6616.0 |
| 4664.0 |
| 58948.0 |
| 25197.0 |
| 219.0 |
| 8133.0 |
| 68319.0 |
| 9305.0 |
| 46752.0 |
| 100054.0 |
| 38925.0 |
| 10094.0 |
| 13583.0 |
| 30069.0 |
| 1323.0 |
| 783.0 |
| 998.0 |
| 7384.0 |
| 22884.0 |
| 3170.0 |
| 10742.0 |
| 16055.0 |
| 8078.0 |
| 10789.0 |
| 212.0 |
| 11396.0 |
| 21062.0 |
| 67535.0 |
| 50200.0 |
| 1442.0 |
| 69889.0 |
| 38239.0 |
| 10184.0 |
| 9695.0 |
| 19737.0 |
| 5689.0 |
| 3823.0 |
| 19788.0 |
| 21812.0 |
| 26977.0 |
| 22227.0 |
| 8211.0 |
| 45296.0 |
| 25097.0 |
| 3829.0 |
| 19888.0 |
| 20820.0 |
| 7333.0 |
| 6624.0 |
| 1209.0 |
| 108022.0 |
| 290.0 |
| 25581.0 |
| 9059.0 |
| 11898.0 |
| 11659.0 |
| 4458.0 |
| 12470.0 |
| 5099.0 |
| 70807.0 |
| 3350.0 |
| 43713.0 |
| 43268.0 |
| 11720.0 |
| 14523.0 |
| 324.0 |
| 5366.0 |
| 431.0 |
| 465.0 |
| 11339.0 |
| 115809.0 |
| 36155.0 |
| 5968.0 |
| 5082.0 |
| 63377.0 |
| 9278.0 |
| 36571.0 |
| 4516.0 |
| 318.0 |
| 19866.0 |
| 111092.0 |
| 37460.0 |
| 28674.0 |
| 3204.0 |
| 9988.0 |
| 27599.0 |
| 29355.0 |
| 333.0 |
| 753.0 |
| 3666.0 |
| 1759.0 |
| 10588.0 |
| 13193.0 |
| 4861.0 |
| 87053.0 |
| 26398.0 |
| 3004.0 |
| 27430.0 |
| 945.0 |
| 3601.0 |
| 68748.0 |
| 14247.0 |
| 8017.0 |
| 11177.0 |
| 6571.0 |
| 4441.0 |
| 33388.0 |
| 1500.0 |
| 28858.0 |
| 3239.0 |
| 16171.0 |
| 4806.0 |
| 1406.0 |
| 14285.0 |
| 73158.0 |
| 12391.0 |
| 4119.0 |
| 16723.0 |
| 19112.0 |
| 29345.0 |
| 212.0 |
| 25138.0 |
| 12283.0 |
| 18024.0 |
| 10837.0 |
| 36690.0 |
| 17195.0 |
| 43582.0 |
| 24178.0 |
| 13292.0 |
| 7843.0 |
| 2177.0 |
| 6375.0 |
| 10509.0 |
| 4757.0 |
| 11504.0 |
| 59280.0 |
| 7060.0 |
| 5121.0 |
| 2315.0 |
| 89752.0 |
| 23532.0 |
| 51273.0 |
| 24154.0 |
| 14152.0 |
| 4119.0 |
| 1078.0 |
| 6102.0 |
| 2056.0 |
| 72668.0 |
| 14675.0 |
| 19250.0 |
| 1817.0 |
| 957.0 |
| 9529.0 |
| 23480.0 |
| 7884.0 |
| 954.0 |
| 4271.0 |
| 60652.0 |
| 10475.0 |
| 8777.0 |
| 6621.0 |
| 5721.0 |
| 51755.0 |
| 19014.0 |
| 440.0 |
| 297.0 |
| 13154.0 |
| 5589.0 |
| 24075.0 |
| 93080.0 |
| 102952.0 |
| 10979.0 |
| 5478.0 |
| 25977.0 |
| 4147.0 |
| 7994.0 |
| 2283.0 |
| 961.0 |
| 924.0 |
| 20816.0 |
| 25980.0 |
| 31789.0 |
| 1928.0 |
| 218.0 |
| 5723.0 |
| 45525.0 |
| 1657.0 |
| 436.0 |
| 18102.0 |
| 10979.0 |
| 12182.0 |
| 5338.0 |
| 5946.0 |
| 3016.0 |
| 13929.0 |
| 52769.0 |
| 15070.0 |
| 51218.0 |
| 25844.0 |
| 5029.0 |
| 6132.0 |
| 4332.0 |
| 9764.0 |
| 383.0 |
| 2824.0 |
| 1225.0 |
| 68512.0 |
| 18102.0 |
| 20566.0 |
| 20326.0 |
| 23321.0 |
| 3225.0 |
| 30191.0 |
| 2747.0 |
| 15956.0 |
| 26082.0 |
| 14169.0 |
| 407.0 |
| 1111.0 |
| 19046.0 |
| 11357.0 |
| 13603.0 |
| 25304.0 |
| 1555.0 |
| 19244.0 |
display(g.vertices.filter(col("page_len")<200000L).select("page_len"))
| page_len |
|---|
| 86941.0 |
| 5568.0 |
| 120924.0 |
| 115389.0 |
| 12611.0 |
| 17355.0 |
| 5259.0 |
| 38155.0 |
| 61828.0 |
| 62649.0 |
| 38990.0 |
| 2384.0 |
| 57987.0 |
| 21803.0 |
| 27194.0 |
| 198759.0 |
| 9089.0 |
| 172360.0 |
| 1662.0 |
| 47303.0 |
| 14090.0 |
| 971.0 |
| 4632.0 |
| 169316.0 |
| 105966.0 |
| 156265.0 |
| 177759.0 |
| 54296.0 |
| 424.0 |
| 10782.0 |
| 137001.0 |
| 63095.0 |
| 40450.0 |
| 121471.0 |
| 8092.0 |
| 22569.0 |
| 8227.0 |
| 52833.0 |
| 42277.0 |
| 62474.0 |
| 4967.0 |
| 96274.0 |
| 78185.0 |
| 57940.0 |
| 17730.0 |
| 112409.0 |
| 44000.0 |
| 53513.0 |
| 78610.0 |
| 75626.0 |
| 7026.0 |
| 24164.0 |
| 36906.0 |
| 3406.0 |
| 4767.0 |
| 16041.0 |
| 2702.0 |
| 76185.0 |
| 29857.0 |
| 117407.0 |
| 86565.0 |
| 6261.0 |
| 46002.0 |
| 4653.0 |
| 44923.0 |
| 33528.0 |
| 55134.0 |
| 31150.0 |
| 14723.0 |
| 4809.0 |
| 17732.0 |
| 22165.0 |
| 8481.0 |
| 53434.0 |
| 1407.0 |
| 100642.0 |
| 71493.0 |
| 91061.0 |
| 55922.0 |
| 15800.0 |
| 8519.0 |
| 9670.0 |
| 11078.0 |
| 117407.0 |
| 20558.0 |
| 9834.0 |
| 8856.0 |
| 34566.0 |
| 11584.0 |
| 16240.0 |
| 828.0 |
| 1689.0 |
| 2176.0 |
| 3576.0 |
| 22336.0 |
| 5414.0 |
| 8191.0 |
| 19019.0 |
| 4026.0 |
| 36712.0 |
| 40056.0 |
| 18284.0 |
| 3975.0 |
| 69627.0 |
| 14955.0 |
| 7473.0 |
| 56872.0 |
| 1114.0 |
| 41953.0 |
| 10707.0 |
| 40574.0 |
| 3313.0 |
| 16932.0 |
| 6772.0 |
| 108340.0 |
| 4863.0 |
| 16788.0 |
| 27906.0 |
| 536.0 |
| 33058.0 |
| 1304.0 |
| 55316.0 |
| 21424.0 |
| 31966.0 |
| 6411.0 |
| 15958.0 |
| 3234.0 |
| 4133.0 |
| 5898.0 |
| 10265.0 |
| 10529.0 |
| 33569.0 |
| 2946.0 |
| 12829.0 |
| 100752.0 |
| 38065.0 |
| 28503.0 |
| 2915.0 |
| 43896.0 |
| 50029.0 |
| 12009.0 |
| 85513.0 |
| 40699.0 |
| 40597.0 |
| 50299.0 |
| 21296.0 |
| 8165.0 |
| 19394.0 |
| 211.0 |
| 3991.0 |
| 7444.0 |
| 34557.0 |
| 17988.0 |
| 4756.0 |
| 35496.0 |
| 7347.0 |
| 7698.0 |
| 3557.0 |
| 66764.0 |
| 7089.0 |
| 35823.0 |
| 14252.0 |
| 52288.0 |
| 68443.0 |
| 51457.0 |
| 79542.0 |
| 4388.0 |
| 1900.0 |
| 771.0 |
| 5775.0 |
| 3094.0 |
| 3538.0 |
| 40383.0 |
| 62299.0 |
| 5359.0 |
| 31708.0 |
| 36713.0 |
| 2061.0 |
| 51232.0 |
| 9065.0 |
| 20431.0 |
| 381.0 |
| 19631.0 |
| 23096.0 |
| 21190.0 |
| 25552.0 |
| 25678.0 |
| 3468.0 |
| 21816.0 |
| 4339.0 |
| 123989.0 |
| 50578.0 |
| 542.0 |
| 2070.0 |
| 6313.0 |
| 1317.0 |
| 16064.0 |
| 52020.0 |
| 2253.0 |
| 18599.0 |
| 19678.0 |
| 2166.0 |
| 1785.0 |
| 3286.0 |
| 11638.0 |
| 1533.0 |
| 305.0 |
| 603.0 |
| 25255.0 |
| 43071.0 |
| 13327.0 |
| 12814.0 |
| 44854.0 |
| 3004.0 |
| 7003.0 |
| 18902.0 |
| 26401.0 |
| 16602.0 |
| 17765.0 |
| 37280.0 |
| 15341.0 |
| 6965.0 |
| 3397.0 |
| 24126.0 |
| 15098.0 |
| 6319.0 |
| 35873.0 |
| 57201.0 |
| 35103.0 |
| 16613.0 |
| 15966.0 |
| 17097.0 |
| 4526.0 |
| 17074.0 |
| 21651.0 |
| 15540.0 |
| 26756.0 |
| 20229.0 |
| 567.0 |
| 4037.0 |
| 14709.0 |
| 26060.0 |
| 195320.0 |
| 4475.0 |
| 3841.0 |
| 47061.0 |
| 1307.0 |
| 26553.0 |
| 8528.0 |
| 6089.0 |
| 15722.0 |
| 8293.0 |
| 38335.0 |
| 28969.0 |
| 5341.0 |
| 6014.0 |
| 29568.0 |
| 24832.0 |
| 8254.0 |
| 82947.0 |
| 15982.0 |
| 24720.0 |
| 7334.0 |
| 14318.0 |
| 29016.0 |
| 28710.0 |
| 14171.0 |
| 9269.0 |
| 6231.0 |
| 10473.0 |
| 11717.0 |
| 10699.0 |
| 15017.0 |
| 22907.0 |
| 7032.0 |
| 6144.0 |
| 9902.0 |
| 6482.0 |
| 6594.0 |
| 19723.0 |
| 8664.0 |
| 9944.0 |
| 12773.0 |
| 10026.0 |
| 12124.0 |
| 9504.0 |
| 10355.0 |
| 10915.0 |
| 8269.0 |
| 9090.0 |
| 9796.0 |
| 14310.0 |
| 13117.0 |
| 14501.0 |
| 9341.0 |
| 15254.0 |
| 8610.0 |
| 17384.0 |
| 6275.0 |
| 7687.0 |
| 6628.0 |
| 30788.0 |
| 8020.0 |
| 6722.0 |
| 11623.0 |
| 8178.0 |
| 6380.0 |
| 5645.0 |
| 5638.0 |
| 9931.0 |
| 7236.0 |
| 9015.0 |
| 6887.0 |
| 6875.0 |
| 10986.0 |
| 11966.0 |
| 8478.0 |
| 11753.0 |
| 7348.0 |
| 20381.0 |
| 9062.0 |
| 10244.0 |
| 9353.0 |
| 28933.0 |
| 50720.0 |
| 1362.0 |
| 55198.0 |
| 7846.0 |
| 8771.0 |
| 10039.0 |
| 6385.0 |
| 8714.0 |
| 7469.0 |
| 14301.0 |
| 9091.0 |
| 11872.0 |
| 35367.0 |
| 14423.0 |
| 28495.0 |
| 8722.0 |
| 15986.0 |
| 8364.0 |
| 13590.0 |
| 16633.0 |
| 8121.0 |
| 6248.0 |
| 4809.0 |
| 7665.0 |
| 9787.0 |
| 1865.0 |
| 8437.0 |
| 12962.0 |
| 25309.0 |
| 10112.0 |
| 7001.0 |
| 20535.0 |
| 6545.0 |
| 10141.0 |
| 7627.0 |
| 7370.0 |
| 11776.0 |
| 11764.0 |
| 11462.0 |
| 12081.0 |
| 9872.0 |
| 19964.0 |
| 11728.0 |
| 10282.0 |
| 6216.0 |
| 64400.0 |
| 7086.0 |
| 8345.0 |
| 15993.0 |
| 7301.0 |
| 53588.0 |
| 12599.0 |
| 10846.0 |
| 11848.0 |
| 6566.0 |
| 5816.0 |
| 5418.0 |
| 5570.0 |
| 7174.0 |
| 5826.0 |
| 6273.0 |
| 5463.0 |
| 7728.0 |
| 6791.0 |
| 5977.0 |
| 15656.0 |
| 259.0 |
| 413.0 |
| 569.0 |
| 294.0 |
| 32140.0 |
| 28137.0 |
| 24624.0 |
| 6210.0 |
| 1511.0 |
| 49948.0 |
| 4345.0 |
| 10520.0 |
| 8305.0 |
| 20756.0 |
| 46116.0 |
| 113713.0 |
| 57673.0 |
| 26200.0 |
| 11685.0 |
| 19442.0 |
| 15059.0 |
| 35001.0 |
| 502.0 |
| 50865.0 |
| 3502.0 |
| 395.0 |
| 58041.0 |
| 1789.0 |
| 18824.0 |
| 16139.0 |
| 3426.0 |
| 55368.0 |
| 16728.0 |
| 296.0 |
| 3496.0 |
| 39387.0 |
| 2642.0 |
| 22336.0 |
| 23834.0 |
| 754.0 |
| 11230.0 |
| 6849.0 |
| 12547.0 |
| 1667.0 |
| 14058.0 |
| 5753.0 |
| 12810.0 |
| 104769.0 |
| 13511.0 |
| 34301.0 |
| 1195.0 |
| 55677.0 |
| 6732.0 |
| 10032.0 |
| 3105.0 |
| 5519.0 |
| 29027.0 |
| 26567.0 |
| 8196.0 |
| 716.0 |
| 37370.0 |
| 33476.0 |
| 18493.0 |
| 21384.0 |
| 115545.0 |
| 35094.0 |
| 33002.0 |
| 47932.0 |
| 28529.0 |
| 90217.0 |
| 21499.0 |
| 4321.0 |
| 3544.0 |
| 7804.0 |
| 4196.0 |
| 3217.0 |
| 81726.0 |
| 15917.0 |
| 2244.0 |
| 2315.0 |
| 3263.0 |
| 14447.0 |
| 32884.0 |
| 3787.0 |
| 18962.0 |
| 29811.0 |
| 23024.0 |
| 22909.0 |
| 3392.0 |
| 45118.0 |
| 5033.0 |
| 43079.0 |
| 15396.0 |
| 43370.0 |
| 5850.0 |
| 24839.0 |
| 3061.0 |
| 41492.0 |
| 22860.0 |
| 4467.0 |
| 2091.0 |
| 4868.0 |
| 8944.0 |
| 545.0 |
| 49090.0 |
| 13183.0 |
| 74223.0 |
| 5583.0 |
| 16009.0 |
| 11204.0 |
| 24422.0 |
| 28965.0 |
| 1781.0 |
| 23675.0 |
| 20736.0 |
| 33718.0 |
| 1863.0 |
| 91613.0 |
| 12149.0 |
| 53562.0 |
| 8057.0 |
| 21450.0 |
| 39828.0 |
| 33821.0 |
| 23032.0 |
| 947.0 |
| 8333.0 |
| 3511.0 |
| 13780.0 |
| 55981.0 |
| 32994.0 |
| 7162.0 |
| 10945.0 |
| 43949.0 |
| 37245.0 |
| 26962.0 |
| 51005.0 |
| 37157.0 |
| 18409.0 |
| 59756.0 |
| 45065.0 |
| 69395.0 |
| 4693.0 |
| 13091.0 |
| 3825.0 |
| 22170.0 |
| 13456.0 |
| 1824.0 |
| 4429.0 |
| 6408.0 |
| 15441.0 |
| 9328.0 |
| 37592.0 |
| 2723.0 |
| 3481.0 |
| 3241.0 |
| 1399.0 |
| 6121.0 |
| 22331.0 |
| 39520.0 |
| 3880.0 |
| 13024.0 |
| 22400.0 |
| 6277.0 |
| 25150.0 |
| 2258.0 |
| 34755.0 |
| 15566.0 |
| 26905.0 |
| 8551.0 |
| 29365.0 |
| 34409.0 |
| 2089.0 |
| 1790.0 |
| 6631.0 |
| 24897.0 |
| 16242.0 |
| 1389.0 |
| 14802.0 |
| 5957.0 |
| 6175.0 |
| 1167.0 |
| 469.0 |
| 3164.0 |
| 7327.0 |
| 12023.0 |
| 121752.0 |
| 34813.0 |
| 29153.0 |
| 15713.0 |
| 2258.0 |
| 22267.0 |
| 11242.0 |
| 15589.0 |
| 9573.0 |
| 69239.0 |
| 4259.0 |
| 4743.0 |
| 10192.0 |
| 10258.0 |
| 57235.0 |
| 63166.0 |
| 9103.0 |
| 44583.0 |
| 3275.0 |
| 11520.0 |
| 33974.0 |
| 6503.0 |
| 53062.0 |
| 9796.0 |
| 5646.0 |
| 11178.0 |
| 63555.0 |
| 12514.0 |
| 35561.0 |
| 5177.0 |
| 104162.0 |
| 22283.0 |
| 27376.0 |
| 19164.0 |
| 11028.0 |
| 11687.0 |
| 22060.0 |
| 8401.0 |
| 16697.0 |
| 7274.0 |
| 4661.0 |
| 7289.0 |
| 43769.0 |
| 895.0 |
| 29680.0 |
| 2722.0 |
| 24594.0 |
| 16087.0 |
| 111583.0 |
| 69187.0 |
| 1960.0 |
| 99885.0 |
| 4338.0 |
| 16637.0 |
| 42759.0 |
| 5941.0 |
| 60957.0 |
| 339.0 |
| 3043.0 |
| 5783.0 |
| 778.0 |
| 30466.0 |
| 22937.0 |
| 5117.0 |
| 6541.0 |
| 35160.0 |
| 44590.0 |
| 58257.0 |
| 17554.0 |
| 14585.0 |
| 2668.0 |
| 28360.0 |
| 8993.0 |
| 5963.0 |
| 1517.0 |
| 27599.0 |
| 5077.0 |
| 49248.0 |
| 42634.0 |
| 31828.0 |
| 4293.0 |
| 32185.0 |
| 4656.0 |
| 18784.0 |
| 805.0 |
| 44147.0 |
| 36405.0 |
| 10354.0 |
| 94434.0 |
| 17827.0 |
| 4506.0 |
| 26473.0 |
| 81794.0 |
| 46684.0 |
| 5123.0 |
| 1867.0 |
| 71227.0 |
| 2886.0 |
| 34310.0 |
| 7828.0 |
| 11293.0 |
| 53794.0 |
| 570.0 |
| 7279.0 |
| 3651.0 |
| 16654.0 |
| 18787.0 |
| 19197.0 |
| 14399.0 |
| 10040.0 |
| 546.0 |
| 1635.0 |
| 6840.0 |
| 1726.0 |
| 8640.0 |
| 132652.0 |
| 863.0 |
| 6480.0 |
| 1612.0 |
| 16009.0 |
| 7802.0 |
| 1017.0 |
| 5691.0 |
| 59045.0 |
| 44829.0 |
| 19493.0 |
| 7004.0 |
| 55445.0 |
| 9197.0 |
| 13745.0 |
| 6699.0 |
| 2252.0 |
| 52103.0 |
| 11909.0 |
| 45349.0 |
| 375.0 |
| 53952.0 |
| 2107.0 |
| 3349.0 |
| 7896.0 |
| 33003.0 |
| 3713.0 |
| 14178.0 |
| 11488.0 |
| 20329.0 |
| 11356.0 |
| 5515.0 |
| 2757.0 |
| 1495.0 |
| 29548.0 |
| 510.0 |
| 54063.0 |
| 15997.0 |
| 3220.0 |
| 658.0 |
| 52690.0 |
| 824.0 |
| 11081.0 |
| 5518.0 |
| 22245.0 |
| 63189.0 |
| 3807.0 |
| 3273.0 |
| 9443.0 |
| 39710.0 |
| 6991.0 |
| 13289.0 |
| 98421.0 |
| 1176.0 |
| 5007.0 |
| 18134.0 |
| 4834.0 |
| 31384.0 |
| 5227.0 |
| 5895.0 |
| 15761.0 |
| 2543.0 |
| 20588.0 |
| 6587.0 |
| 17590.0 |
| 36354.0 |
| 19461.0 |
| 12282.0 |
| 11587.0 |
| 2497.0 |
| 26862.0 |
| 16963.0 |
| 89518.0 |
| 9189.0 |
| 29521.0 |
| 15390.0 |
| 1660.0 |
| 11311.0 |
| 41979.0 |
| 6616.0 |
| 4664.0 |
| 58948.0 |
| 25197.0 |
| 219.0 |
| 8133.0 |
| 68319.0 |
| 9305.0 |
| 46752.0 |
| 100054.0 |
| 38925.0 |
| 10094.0 |
| 13583.0 |
| 30069.0 |
| 1323.0 |
| 783.0 |
| 998.0 |
| 7384.0 |
| 22884.0 |
| 3170.0 |
| 10742.0 |
| 16055.0 |
| 8078.0 |
| 10789.0 |
| 212.0 |
| 11396.0 |
| 21062.0 |
| 67535.0 |
| 50200.0 |
| 1442.0 |
| 69889.0 |
| 38239.0 |
| 10184.0 |
| 9695.0 |
| 19737.0 |
| 5689.0 |
| 3823.0 |
| 19788.0 |
| 21812.0 |
| 26977.0 |
| 22227.0 |
| 8211.0 |
| 45296.0 |
| 25097.0 |
| 3829.0 |
| 19888.0 |
| 20820.0 |
| 7333.0 |
| 6624.0 |
| 1209.0 |
| 108022.0 |
| 290.0 |
| 25581.0 |
| 9059.0 |
| 11898.0 |
| 11659.0 |
| 4458.0 |
| 12470.0 |
| 5099.0 |
| 70807.0 |
| 3350.0 |
| 43713.0 |
| 43268.0 |
| 11720.0 |
| 14523.0 |
| 324.0 |
| 5366.0 |
| 431.0 |
| 465.0 |
| 11339.0 |
| 115809.0 |
| 36155.0 |
| 5968.0 |
| 5082.0 |
| 63377.0 |
| 9278.0 |
| 36571.0 |
| 4516.0 |
| 318.0 |
| 19866.0 |
| 111092.0 |
| 37460.0 |
| 28674.0 |
| 3204.0 |
| 9988.0 |
| 27599.0 |
| 29355.0 |
| 333.0 |
| 753.0 |
| 3666.0 |
| 1759.0 |
| 10588.0 |
| 13193.0 |
| 4861.0 |
| 87053.0 |
| 26398.0 |
| 3004.0 |
| 27430.0 |
| 945.0 |
| 3601.0 |
| 68748.0 |
| 14247.0 |
| 8017.0 |
| 11177.0 |
| 6571.0 |
| 4441.0 |
| 33388.0 |
| 1500.0 |
| 28858.0 |
| 3239.0 |
| 16171.0 |
| 4806.0 |
| 1406.0 |
| 14285.0 |
| 73158.0 |
| 12391.0 |
| 4119.0 |
| 16723.0 |
| 19112.0 |
| 29345.0 |
| 212.0 |
| 25138.0 |
| 12283.0 |
| 18024.0 |
| 10837.0 |
| 36690.0 |
| 17195.0 |
| 43582.0 |
| 24178.0 |
| 13292.0 |
| 7843.0 |
| 2177.0 |
| 6375.0 |
| 10509.0 |
| 4757.0 |
| 11504.0 |
| 59280.0 |
| 7060.0 |
| 5121.0 |
| 2315.0 |
| 89752.0 |
| 23532.0 |
| 51273.0 |
| 24154.0 |
| 14152.0 |
| 4119.0 |
| 1078.0 |
| 6102.0 |
| 2056.0 |
| 72668.0 |
| 14675.0 |
| 19250.0 |
| 1817.0 |
| 957.0 |
| 9529.0 |
| 23480.0 |
| 7884.0 |
| 954.0 |
| 4271.0 |
| 60652.0 |
| 10475.0 |
| 8777.0 |
| 6621.0 |
| 5721.0 |
| 51755.0 |
| 19014.0 |
| 440.0 |
| 297.0 |
| 13154.0 |
| 5589.0 |
| 24075.0 |
| 93080.0 |
| 102952.0 |
| 10979.0 |
| 5478.0 |
| 25977.0 |
| 4147.0 |
| 7994.0 |
| 2283.0 |
| 961.0 |
| 924.0 |
| 20816.0 |
| 25980.0 |
| 31789.0 |
| 1928.0 |
| 218.0 |
| 5723.0 |
| 45525.0 |
| 1657.0 |
| 436.0 |
| 18102.0 |
| 10979.0 |
| 12182.0 |
| 5338.0 |
| 5946.0 |
| 3016.0 |
| 13929.0 |
| 52769.0 |
| 15070.0 |
| 51218.0 |
| 25844.0 |
| 5029.0 |
| 6132.0 |
| 4332.0 |
| 9764.0 |
| 383.0 |
| 2824.0 |
| 1225.0 |
| 68512.0 |
| 18102.0 |
| 20566.0 |
| 20326.0 |
| 23321.0 |
| 3225.0 |
| 30191.0 |
| 2747.0 |
| 15956.0 |
| 26082.0 |
| 14169.0 |
| 407.0 |
| 1111.0 |
| 19046.0 |
| 11357.0 |
| 13603.0 |
| 25304.0 |
| 1555.0 |
| 19244.0 |
| 6370.0 |
| 27496.0 |
| 38696.0 |
Quite heavy tailed distribution, it is probably a good idea to specify some cut-off value in terms of page length to avoid lookin at very short articles.
Summary
Summarizing the exploration we can conclude that the graph: * consists of over 6M nodes, i.e. articles, * consists of over 600M edges, i.e. links between pages, * is fairly dense, with and edge to vertex ratio close to 100, * has an average degree of around 72, * has a much higher average in-degree than out degree(95 vs 36), meaning that the average article has more articles pointing into it than out. * consists of a lot of short articles, and to reduce the amount of nodes we have to work with it might be a good idea to filter out some shoerter articles.
Further, looking at the distributions of the in/out-degrees we see that the distributions have long tails, indicating that there are some articles with really high degrees which increase the average.
(MAYBE NOT USE THE VIZUALS, THEY SEEM BUGGY)
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
display(g.vertices.select("page_len"))
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksViewa99e330")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksViewa99e330) ,min_max AS (SELECT `page_len`,(SELECT MAX(`page_len`) FROM q) `target_column_max`,(SELECT MIN(`page_len`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `page_len`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 100 `step` FROM min_max) SELECT IF(ISNULL(`page_len`),NULL,LEAST(WIDTH_BUCKET(`page_len`,`min_value`,`max_value`,100),100)) `page_len_BIN`,FIRST(`min_value` + ((IF(ISNULL(`page_len`),NULL,LEAST(WIDTH_BUCKET(`page_len`,`min_value`,`max_value`,100),100)) - 1) * `step`)) `page_len_BIN_LOWER_BOUND`,FIRST(`step`) `page_len_BIN_STEP`,COUNT(`page_len`) `COUNT` FROM histogram_meta GROUP BY `page_len_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksViewa99e330")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
| page_len_BIN | page_len_BIN_LOWER_BOUND | page_len_BIN_STEP | COUNT |
|---|---|---|---|
| 29.0 | 180024.88 | 6429.46 | 1050.0 |
| 26.0 | 160736.5 | 6429.46 | 980.0 |
| 65.0 | 411485.44 | 6429.46 | 22.0 |
| 19.0 | 115730.28 | 6429.46 | 2892.0 |
| 22.0 | 135018.66 | 6429.46 | 1852.0 |
| 7.0 | 38576.76 | 6429.46 | 46077.0 |
| 34.0 | 212172.18 | 6429.46 | 352.0 |
| 43.0 | 270037.32 | 6429.46 | 150.0 |
| 32.0 | 199313.26 | 6429.46 | 499.0 |
| 25.0 | 154307.04 | 6429.46 | 1163.0 |
| 6.0 | 32147.3 | 6429.46 | 68570.0 |
| 72.0 | 456491.66 | 6429.46 | 5.0 |
| 9.0 | 51435.68 | 6429.46 | 24048.0 |
| 27.0 | 167165.96 | 6429.46 | 946.0 |
| 51.0 | 321473.0 | 6429.46 | 78.0 |
| 17.0 | 102871.36 | 6429.46 | 4027.0 |
| 41.0 | 257178.4 | 6429.46 | 192.0 |
| 33.0 | 205742.72 | 6429.46 | 438.0 |
| 28.0 | 173595.42 | 6429.46 | 919.0 |
| 5.0 | 25717.84 | 6429.46 | 109202.0 |
| 1.0 | 0.0 | 6429.46 | 4367869.0 |
| 10.0 | 57865.14 | 6429.46 | 18762.0 |
| 44.0 | 276466.78 | 6429.46 | 122.0 |
| 3.0 | 12858.92 | 6429.46 | 412198.0 |
| 12.0 | 70724.06 | 6429.46 | 11388.0 |
| 8.0 | 45006.22 | 6429.46 | 33233.0 |
| 49.0 | 308614.08 | 6429.46 | 90.0 |
| 11.0 | 64294.6 | 6429.46 | 14416.0 |
| 35.0 | 218601.64 | 6429.46 | 361.0 |
| 2.0 | 6429.46 | 6429.46 | 1211372.0 |
| 4.0 | 19288.38 | 6429.46 | 194706.0 |
| 13.0 | 77153.52 | 6429.46 | 9188.0 |
| 36.0 | 225031.1 | 6429.46 | 276.0 |
| 18.0 | 109300.82 | 6429.46 | 3339.0 |
| 14.0 | 83582.98 | 6429.46 | 7223.0 |
| 21.0 | 128589.2 | 6429.46 | 2083.0 |
| 59.0 | 372908.68 | 6429.46 | 33.0 |
| 15.0 | 90012.44 | 6429.46 | 5812.0 |
| 38.0 | 237890.02 | 6429.46 | 268.0 |
| 30.0 | 186454.34 | 6429.46 | 767.0 |
| 42.0 | 263607.86 | 6429.46 | 171.0 |
| 23.0 | 141448.12 | 6429.46 | 1561.0 |
| 20.0 | 122159.74 | 6429.46 | 2373.0 |
| 60.0 | 379338.14 | 6429.46 | 36.0 |
| 40.0 | 250748.94 | 6429.46 | 221.0 |
| 16.0 | 96441.9 | 6429.46 | 4861.0 |
| 45.0 | 282896.24 | 6429.46 | 122.0 |
| 24.0 | 147877.58 | 6429.46 | 1358.0 |
| 31.0 | 192883.8 | 6429.46 | 579.0 |
| 39.0 | 244319.48 | 6429.46 | 214.0 |
| 56.0 | 353620.3 | 6429.46 | 48.0 |
| 37.0 | 231460.56 | 6429.46 | 282.0 |
| 55.0 | 347190.84 | 6429.46 | 65.0 |
| 46.0 | 289325.7 | 6429.46 | 103.0 |
| 54.0 | 340761.38 | 6429.46 | 50.0 |
| 57.0 | 360049.76 | 6429.46 | 42.0 |
| 53.0 | 334331.92 | 6429.46 | 54.0 |
| 50.0 | 315043.54 | 6429.46 | 58.0 |
| 52.0 | 327902.46 | 6429.46 | 60.0 |
| 61.0 | 385767.6 | 6429.46 | 34.0 |
| 70.0 | 443632.74 | 6429.46 | 5.0 |
| 63.0 | 398626.52 | 6429.46 | 20.0 |
| 67.0 | 424344.36 | 6429.46 | 11.0 |
| 64.0 | 405055.98 | 6429.46 | 18.0 |
| 47.0 | 295755.16 | 6429.46 | 102.0 |
| 58.0 | 366479.22000000003 | 6429.46 | 34.0 |
| 66.0 | 417914.9 | 6429.46 | 13.0 |
| 69.0 | 437203.28 | 6429.46 | 9.0 |
| 68.0 | 430773.82 | 6429.46 | 7.0 |
| 48.0 | 302184.62 | 6429.46 | 80.0 |
| 62.0 | 392197.06 | 6429.46 | 19.0 |
| 80.0 | 507927.34 | 6429.46 | 2.0 |
| 76.0 | 482209.5 | 6429.46 | 3.0 |
| 79.0 | 501497.88 | 6429.46 | 2.0 |
| 77.0 | 488638.96 | 6429.46 | 1.0 |
| 71.0 | 450062.2 | 6429.46 | 4.0 |
| 88.0 | 559363.02 | 6429.46 | 2.0 |
| 82.0 | 520786.26 | 6429.46 | 1.0 |
| 87.0 | 552933.56 | 6429.46 | 2.0 |
| 78.0 | 495068.42 | 6429.46 | 1.0 |
| 74.0 | 469350.58 | 6429.46 | 2.0 |
| 73.0 | 462921.12 | 6429.46 | 2.0 |
| 92.0 | 585080.86 | 6429.46 | 1.0 |
| 83.0 | 527215.72 | 6429.46 | 1.0 |
| 81.0 | 514356.8 | 6429.46 | 1.0 |
| 100.0 | 636516.54 | 6429.46 | 1.0 |
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
display(g.vertices.filter(col("page_len")<200000L).select("page_len"))
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksView284eaf3")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksView284eaf3) ,min_max AS (SELECT `page_len`,(SELECT MAX(`page_len`) FROM q) `target_column_max`,(SELECT MIN(`page_len`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `page_len`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 100 `step` FROM min_max) SELECT IF(ISNULL(`page_len`),NULL,LEAST(WIDTH_BUCKET(`page_len`,`min_value`,`max_value`,100),100)) `page_len_BIN`,FIRST(`min_value` + ((IF(ISNULL(`page_len`),NULL,LEAST(WIDTH_BUCKET(`page_len`,`min_value`,`max_value`,100),100)) - 1) * `step`)) `page_len_BIN_LOWER_BOUND`,FIRST(`step`) `page_len_BIN_STEP`,COUNT(`page_len`) `COUNT` FROM histogram_meta GROUP BY `page_len_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksView284eaf3")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
| page_len_BIN | page_len_BIN_LOWER_BOUND | page_len_BIN_STEP | COUNT |
|---|---|---|---|
| 29.0 | 55999.72 | 1999.99 | 6755.0 |
| 26.0 | 49999.75 | 1999.99 | 8890.0 |
| 65.0 | 127999.36 | 1999.99 | 770.0 |
| 19.0 | 35999.82 | 1999.99 | 19211.0 |
| 54.0 | 105999.47 | 1999.99 | 1250.0 |
| 22.0 | 41999.79 | 1999.99 | 13294.0 |
| 7.0 | 11999.94 | 1999.99 | 192036.0 |
| 77.0 | 151999.24 | 1999.99 | 423.0 |
| 34.0 | 65999.67 | 1999.99 | 4585.0 |
| 50.0 | 97999.51 | 1999.99 | 1560.0 |
| 94.0 | 185999.07 | 1999.99 | 318.0 |
| 57.0 | 111999.44 | 1999.99 | 972.0 |
| 43.0 | 83999.58 | 1999.99 | 2450.0 |
| 32.0 | 61999.69 | 1999.99 | 5292.0 |
| 31.0 | 59999.7 | 1999.99 | 5973.0 |
| 39.0 | 75999.62 | 1999.99 | 3178.0 |
| 98.0 | 193999.03 | 1999.99 | 181.0 |
| 25.0 | 47999.76 | 1999.99 | 10036.0 |
| 95.0 | 187999.06 | 1999.99 | 255.0 |
| 71.0 | 139999.3 | 1999.99 | 543.0 |
| 6.0 | 9999.95 | 1999.99 | 272972.0 |
| 68.0 | 133999.33 | 1999.99 | 562.0 |
| 72.0 | 141999.29 | 1999.99 | 486.0 |
| 87.0 | 171999.14 | 1999.99 | 281.0 |
| 58.0 | 113999.43000000001 | 1999.99 | 965.0 |
| 9.0 | 15999.92 | 1999.99 | 109741.0 |
| 27.0 | 51999.74 | 1999.99 | 8025.0 |
| 63.0 | 123999.38 | 1999.99 | 739.0 |
| 56.0 | 109999.45 | 1999.99 | 1119.0 |
| 51.0 | 99999.5 | 1999.99 | 1487.0 |
| 17.0 | 31999.84 | 1999.99 | 24589.0 |
| 41.0 | 79999.6 | 1999.99 | 2720.0 |
| 28.0 | 53999.73 | 1999.99 | 7320.0 |
| 33.0 | 63999.68 | 1999.99 | 4901.0 |
| 88.0 | 173999.13 | 1999.99 | 301.0 |
| 5.0 | 7999.96 | 1999.99 | 394233.0 |
| 1.0 | 0.0 | 1999.99 | 1617667.0 |
| 96.0 | 189999.05 | 1999.99 | 185.0 |
| 10.0 | 17999.91 | 1999.99 | 86644.0 |
| 85.0 | 167999.16 | 1999.99 | 296.0 |
| 48.0 | 93999.53 | 1999.99 | 1734.0 |
| 67.0 | 131999.34 | 1999.99 | 605.0 |
| 100.0 | 197999.01 | 1999.99 | 173.0 |
| 44.0 | 85999.57 | 1999.99 | 2202.0 |
| 61.0 | 119999.4 | 1999.99 | 903.0 |
| 3.0 | 3999.98 | 1999.99 | 981693.0 |
| 37.0 | 71999.64 | 1999.99 | 3624.0 |
| 83.0 | 163999.18 | 1999.99 | 289.0 |
| 12.0 | 21999.89 | 1999.99 | 56040.0 |
| 55.0 | 107999.46 | 1999.99 | 1161.0 |
| 74.0 | 145999.27 | 1999.99 | 452.0 |
| 8.0 | 13999.93 | 1999.99 | 142679.0 |
| 62.0 | 121999.39 | 1999.99 | 781.0 |
| 11.0 | 19999.9 | 1999.99 | 69460.0 |
| 49.0 | 95999.52 | 1999.99 | 1597.0 |
| 35.0 | 67999.66 | 1999.99 | 4255.0 |
| 2.0 | 1999.99 | 1999.99 | 1613295.0 |
| 66.0 | 129999.35 | 1999.99 | 649.0 |
| 76.0 | 149999.25 | 1999.99 | 417.0 |
| 4.0 | 5999.97 | 1999.99 | 609216.0 |
| 92.0 | 181999.09 | 1999.99 | 323.0 |
| 13.0 | 23999.88 | 1999.99 | 46732.0 |
| 36.0 | 69999.65 | 1999.99 | 3921.0 |
| 75.0 | 147999.26 | 1999.99 | 432.0 |
| 78.0 | 153999.23 | 1999.99 | 410.0 |
| 18.0 | 33999.83 | 1999.99 | 21783.0 |
| 69.0 | 135999.32 | 1999.99 | 591.0 |
| 14.0 | 25999.87 | 1999.99 | 39087.0 |
| 21.0 | 39999.8 | 1999.99 | 14759.0 |
| 59.0 | 115999.42 | 1999.99 | 917.0 |
| 15.0 | 27999.86 | 1999.99 | 33318.0 |
| 81.0 | 159999.2 | 1999.99 | 355.0 |
| 38.0 | 73999.63 | 1999.99 | 3413.0 |
| 97.0 | 191999.04 | 1999.99 | 202.0 |
| 73.0 | 143999.28 | 1999.99 | 505.0 |
| 30.0 | 57999.71 | 1999.99 | 6316.0 |
| 42.0 | 81999.59 | 1999.99 | 2639.0 |
| 90.0 | 177999.11000000002 | 1999.99 | 284.0 |
| 23.0 | 43999.78 | 1999.99 | 12173.0 |
| 46.0 | 89999.55 | 1999.99 | 1915.0 |
| 20.0 | 37999.81 | 1999.99 | 16727.0 |
| 70.0 | 137999.31 | 1999.99 | 602.0 |
| 99.0 | 195999.02 | 1999.99 | 156.0 |
| 60.0 | 117999.41 | 1999.99 | 887.0 |
| 40.0 | 77999.61 | 1999.99 | 3012.0 |
| 16.0 | 29999.85 | 1999.99 | 28576.0 |
| 64.0 | 125999.37 | 1999.99 | 687.0 |
| 91.0 | 179999.1 | 1999.99 | 284.0 |
| 47.0 | 91999.54 | 1999.99 | 1833.0 |
| 53.0 | 103999.48 | 1999.99 | 1277.0 |
| 45.0 | 87999.56 | 1999.99 | 2041.0 |
| 24.0 | 45999.77 | 1999.99 | 10758.0 |
| 52.0 | 101999.49 | 1999.99 | 1301.0 |
| 79.0 | 155999.22 | 1999.99 | 376.0 |
| 80.0 | 157999.21 | 1999.99 | 300.0 |
| 82.0 | 161999.19 | 1999.99 | 297.0 |
| 86.0 | 169999.15 | 1999.99 | 290.0 |
| 84.0 | 165999.17 | 1999.99 | 301.0 |
| 93.0 | 183999.08 | 1999.99 | 374.0 |
| 89.0 | 175999.12 | 1999.99 | 281.0 |
Full Graph Analysis
In this notebook we will analyze the Graph created and explored in the notebook 08_explorationArticleGraph, with the slight change that in this analysis we only consider the 25% of articles with the longest pages. We do this to reduce the size of the graph, since we found that the run times got unreasonably long whne using the full graph.
The following areas will be analyzed in this notebook: 1. Graph size and density for the reduced graph 2. Existence of leaf/source nodes in the graph 3. Connected Components 4. Shortest Paths (Maybe a game here...) 5. BFS 6. Unidirected vs bidirected edges
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
Starting by re-creating the Wiki GraphFrame.
val dfPages = spark.sql("SELECT * FROM enwiki_page") // Read pages data
val dfCategory = spark.sql("SELECT * FROM enwiki_category") // Read categories
val dfCategoryLinks = spark.sql("SELECT * FROM enwiki_categorylinks") // Read links between articles/categories and categories
dfPages: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 5 more fields]
dfCategory: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 3 more fields]
dfCategoryLinks: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 1 more field]
// Join pages with category information
val dfArticlesCat = dfPages.filter(col("page_is_redirect")===0) // remove all redirects
.join(dfCategoryLinks.filter(col("cl_type")==="page"), col("page_id")===col("cl_from"), "left")
dfArticlesCat: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 8 more fields]
// Group on article and aggregate the categories as a set per article
val dfArticlesCatGrouped = dfArticlesCat.groupBy("page_id","page_title","page_len").agg(collect_set(col("cl_to")))
dfArticlesCatGrouped: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 2 more fields]
val dfVertex = dfArticlesCatGrouped.withColumnRenamed("page_id", "id").withColumnRenamed("collect_set(cl_to)", "categories").select("id", "page_title","page_len")
dfVertex: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 1 more field]
val dfEdgeLinks = spark.sql("SELECT * FROM enwiki_graph_edges_shortenedredirects") // Download the edges w.o. redirects
dfEdgeLinks: org.apache.spark.sql.DataFrame = [src: int, src_title: string ... 3 more fields]
// Since graphframes does not remove edges between non existing edges automatically, we do this manually thru joins
// This is done in 2 steps where we 1st remove edges where the source does not exist
// Secondly we remove edges where the destination does not exist
val filteredEdges = dfEdgeLinks.join(dfVertex,
col("src")===dfVertex.col("id"), "inner")
.select("src", "dst")
.join(dfVertex,
col("dst")===dfVertex.col("id"), "inner").select("src","dst")
filteredEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
val dfEdges = filteredEdges
dfEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
// Create the full graph from the non-redirect articles and the the filtered edges
val gFull = GraphFrame(dfVertex, dfEdges)
gFull: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
Let us reduce the graph size based on longer articles. Recall that we thought it would be a good idea to use some quantile value as a cut-off for the page length.
// Use the approxQuantile method to quiclky get an estimate of the quantiles
dfVertex.stat.approxQuantile("page_len", Array(0.5, 0.75, 0.95), 0.005)
res7: Array[Double] = Array(4082.0, 8417.0, 28170.0)
Lets use the 0.75 quantile, then we only consider the top 25% longest articles.
// Create a reduced graph where we only condsider longer articles
val gRed = gFull.filterVertices(col("page_len")>=8417L).dropIsolatedVertices()
gRed: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
Some examples of articles below. Here Astronomer has a page length of 8573, which is fairly close to the cut-off, lets look at that article.
// Look at some examples
gRed.vertices.take(10)
res8: Array[org.apache.spark.sql.Row] = Array([580,Astronomer,8573], [633,Algae,90619], [673,Atomic_number,14031], [737,Afghanistan,310005], [799,Aquarius_(constellation),36019], [808,Alfred_Hitchcock,179231], [857,Aberdeenshire,33434], [897,Arsenic,127483], [898,Antimony,60686], [974,Ada_Lovelace,81872])
As one can see, this is still a fairly short article, so we will consider this threshold as not beeing too restrictive.
Let's look at the size of this reduced graph to see what happened as we removed the shorter articles.
// In reduced graph
val noNodes = gRed.vertices.count
val noEdges = gRed.edges.count
val density = noEdges / noNodes
noNodes: Long = 1652126
noEdges: Long = 206275015
density: Long = 124
// Let's use reduced size
val g = gRed
g: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
gFull.unpersist
dfVertex.unpersist
res8: dfVertex.type = [id: int, page_title: string ... 1 more field]
Leaf Nodes and Root Nodes
Do we have any leaf nodes, i.e. nodes without any outgoing links, or root nodes without any incoming links?
// what is the min number of incoming and outgoing edges?
val minOut = g.outDegrees.select(min("outDegree"))
val minIn = g.inDegrees.select(min("inDegree"))
println(minOut.show())
println(minIn.show())
+--------------+
|min(outDegree)|
+--------------+
| 1|
+--------------+
()
+-------------+
|min(inDegree)|
+-------------+
| 1|
+-------------+
()
minOut: org.apache.spark.sql.DataFrame = [min(outDegree): int]
minIn: org.apache.spark.sql.DataFrame = [min(inDegree): int]
Ok so we neither have any source nodes nor leaf nodes since the minimum in/out degree is 1 and not 0.
val leafNodes = g.outDegrees.filter(col("outDegree")===1).select("id")
leafNodes.distinct.count()
leafNodes: org.apache.spark.sql.DataFrame = [id: int]
res31: Long = 462
val rootNodes = g.inDegrees.filter(col("inDegree")===1).select("id")
rootNodes.distinct.count()
rootNodes: org.apache.spark.sql.DataFrame = [id: int]
res33: Long = 49074
How many nodes do we have in intersection?
rootNodes.join(leafNodes, rootNodes.col("id")===leafNodes.col("id")).count()
res35: Long = 110
def pruneLeafNodes(graph: GraphFrame, depth: Int, maxDepth: Int) : GraphFrame = {
println("Current Depth: %d".format(depth))
var leafNodes = graph.outDegrees.filter(col("outDegree")===0).select("id")
println("Current number of leaf nodes: %d".format(leafNodes.distinct.count()))
var prunedG = graph.filterVertices(!col("id").isin(leafNodes))
if (depth == maxDepth) {
return prunedG
}
else {
pruneLeafNodes(prunedG, depth + 1, maxDepth)
}
}
pruneLeafNodes: (graph: org.graphframes.GraphFrame, depth: Int, maxDepth: Int)org.graphframes.GraphFrame
def pruneRootNodes(graph: GraphFrame, depth: Int, maxDepth: Int) : GraphFrame = {
println("Current Depth: %d".format(depth))
var leafNodes = graph.inDegrees.filter(col("inDegree")===0).select("id")
println("Current number of root nodes: %d".format(leafNodes.distinct.count()))
var prunedG = graph.filterVertices(!col("id").isin(leafNodes))
if (depth == maxDepth) {
return prunedG
}
else {
pruneLeafNodes(prunedG, depth + 1, maxDepth)
}
}
pruneRootNodes: (graph: org.graphframes.GraphFrame, depth: Int, maxDepth: Int)org.graphframes.GraphFrame
Connected Components
Now let us also try out some of the built-in algorithms of GraphFrames, starting with Connected Components. Connected components searches a graph for structures of nodes connected to each other through paths. If it finds that some nodes are not able to reach eachother through some path, the nodes are placed in different components. More about this can be read at the page linked below.
// Please work for once...
val result = g.connectedComponents.setAlgorithm("graphx").run()
result.select("id", "component").orderBy("component").show()
+----+---------+
| id|component|
+----+---------+
| 316| 12|
| 738| 12|
| 789| 12|
| 825| 12|
| 856| 12|
| 897| 12|
|1164| 12|
|1267| 12|
|1307| 12|
|1346| 12|
|1437| 12|
|1453| 12|
|1514| 12|
|1545| 12|
|1570| 12|
|1623| 12|
|1629| 12|
|1698| 12|
|1761| 12|
|1762| 12|
+----+---------+
only showing top 20 rows
result: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 2 more fields]
// How many connected components do we have?
result.select("component").distinct.count
res39: Long = 2
// OK how many articles do we have in each component?
result.groupBy("component").count().show()
+---------+-------+
|component| count|
+---------+-------+
| 12|1652125|
| 11516425| 1|
+---------+-------+
Ok, so all articles except 1 ends up in the same component. What article is that?
result.withColumnRenamed("id", "idComp").join(gRed.vertices, col("idComp")===col("id")).filter(col("component")===11516425L).show()
+--------+------------+--------+---------+--------+------------+--------+
| idComp| page_title|page_len|component| id| page_title|page_len|
+--------+------------+--------+---------+--------+------------+--------+
|11516425|Mohammadabad| 18652| 11516425|11516425|Mohammadabad| 18652|
+--------+------------+--------+---------+--------+------------+--------+
This page only links to short pages, which will not be included in the graph.
One can also look at Strongly Connected Components, where directionality also matters when determining wether a set of nodes can reach another set. However this was not done in this project.
Shortest Paths
We performed some analysis on the shortest paths from all nodes to some landmark nodes. In this analysis we look at some quantile values of the distance from all nodes to one, to get a sense of the diameter of the graph. To get a more accurate measure of this diameter, one should probably sample a large sample of nodes, and the take an average over the maximum distance for all of the landmark nodes, however when testing this with only 10 landmark nodes we ran in to problems with the runtime. Further, we came up with a small game based on the shortest distances, which we perhaps will have time to play during the presentation.
Lets just pick one arbitrary article on wikipedia, say Lord Voldemort.
g.vertices.filter(col("page_title").rlike("Voldemort")).show()
+--------+--------------------+--------+
| id| page_title|page_len|
+--------+--------------------+--------+
|12294600|Voldemort_Can't_S...| 11987|
| 45106| Lord_Voldemort| 69962|
|54184819|Voldemort:_Origin...| 12304|
+--------+--------------------+--------+
Running shortest paths on this landmark, we are able to retrieve the distances from every node to our landmark.
spark.catalog.clearCache() // clear the cache, seems like this helped when the cluster was under a lot of stress
val articleId = 45106L
val results = g.shortestPaths.landmarks(Seq(articleId)).run()
results.select("id", "distances").sample(0.000001).show()
+----+------------+
| id| distances|
+----+------------+
|9425|{45106 -> 3}|
+----+------------+
articleId: Long = 45106
results: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 2 more fields]
// Look ath the schema
results.printSchema
root
|-- id: integer (nullable = true)
|-- page_title: string (nullable = true)
|-- page_len: integer (nullable = true)
|-- distances: map (nullable = true)
| |-- key: long
| |-- value: integer (valueContainsNull = false)
// Write the results to a parquet file so we don't have to redo this all the time when the cluster dies
results.write.parquet("WikipediaData/shortestPathsLV.parquet")
val dfPaths = spark.read.parquet("/WikipediaData/shortestPathsLV.parquet")
dfPaths: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 2 more fields]
// Check the schema and compare with above to make sure everything worked
dfPaths.printSchema
root
|-- id: integer (nullable = true)
|-- page_title: string (nullable = true)
|-- page_len: integer (nullable = true)
|-- distances: map (nullable = true)
| |-- key: long
| |-- value: integer (valueContainsNull = true)
// Get the distances only
val dfD = dfPaths.select("distances").withColumn("dist", col("distances").getItem(articleId))
dfD: org.apache.spark.sql.DataFrame = [distances: map<bigint,int>, dist: int]
Now, what is the longest distance from this node to any node in the graph? This should give us an idea of how "deep" or "shallow" the graph is. If the longest distance is not that big, it means that our graph is really shallow.
dfD.select(max("dist")).show()
+---------+
|max(dist)|
+---------+
| 5|
+---------+
This seems pretty shallow, only 5 clicks from Lord Voldemort and you could reach any article on Wikipedia.
// Let's also look at some quantiles of the distance for good measure.
dfD.stat.approxQuantile("dist", Array(0.5, 0.75, 0.95), 0.001)
res40: Array[Double] = Array(3.0, 4.0, 4.0)
The idea was to do this in a more rigorous fashion, where we randomly sample say 100 articles and for each of said aritcles repeat the procedure above. However, since the cluster seemed to be under a lot of stress, and this was a fairly resource intense analysis, we deicded to not pursue this further.
GAME TIME We have created a game notebook where we have hidden the name of the true landmark, the name of the notebook is 13_gameNotebook. Clone the notebook, run the code cells with hidden code (don't view the code cell, that is cheating ;) ). Based on the returned distance, try to figure out what the true landmark is. Good luck...
Below is an example with the same landmark as above.
// This function retrieves the distance to the landmark node for a guess given by the user.
def computeDistanceToTarget(guess: String, distanceDf: org.apache.spark.sql.DataFrame) : Unit = {
val guessRow = distanceDf.filter(col("page_title")===guess)
if (guessRow.isEmpty) {
return println("Guess not in articles...Try again")
}
val distance = guessRow.select("distances.%s".format(45106L)).collect()(0)(0)
println("Distance from %s to target is %s".format(guess, distance))
}
computeDistanceToTarget: (guess: String, distanceDf: org.apache.spark.sql.DataFrame)Unit
// This should be 1...
computeDistanceToTarget("Harry_Potter", dfPaths)
Distance from Harry_Potter to target is 1
computeDistanceToTarget("Bay_City,_Texas", dfPaths)
Distance from Bay_City,_Texas to target is 3
computeDistanceToTarget("Jesus", dfPaths)
Distance from Jesus to target is 3
BFS
Finally, the last GraphFrames algorithm we tried out in the analysis of the article graph was BFS(Breadth-first search). BFS finds the shortest path(s) from one vertex (or a set of vertices) to another vertex (or a set of vertices).
displayHTML(frameIt("https://en.wikipedia.org/wiki/Breadth-first_search", 500))
// TRY OUT CHANGEING MAXPATH PARAM TO SEE IF IT SPEEDS UP
val paths = g.bfs.fromExpr("page_title = 'Lord_Voldemort'").toExpr("page_title = 'Thanksgiving_after_Communion'").run()
paths.show()
+--------------------+-----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
| from| e0| v1| e1| v2| e2| to|
+--------------------+-----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
|{45106, Lord_Vold...| {45106, 2731583}|{2731583, Adolf_H...| {2731583, 56371}|{56371, Mass_(lit...| {56371, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 17867}|{17867, London, 3...| {17867, 18974659}|{18974659, Englis...|{18974659, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 87334}|{87334, Prophecy,...| {87334, 730118}|{730118, Prayer_t...| {730118, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 738}|{738, Albania, 27...| {738, 5596099}|{5596099, Catholi...| {5596099, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 17867}|{17867, London, 3...| {17867, 5955}|{5955, Church_of_...| {5955, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 1645518}|{1645518, Massach...| {1645518, 5955}|{5955, Church_of_...| {5955, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...|{45106, 11927837}|{11927837, Religi...| {11927837, 5955}|{5955, Church_of_...| {5955, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...|{45106, 21244171}|{21244171, Gentry...| {21244171, 21541}|{21541, Nicene_Cr...| {21541, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...|{45106, 19119938}|{19119938, Holly,...| {19119938, 5223729}|{5223729, Blood_o...| {5223729, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...|{45106, 60495569}|{60495569, Harry_...|{60495569, 19280748}|{19280748, Episco...|{19280748, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 1645518}|{1645518, Massach...| {1645518, 19280748}|{19280748, Episco...|{19280748, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 3414021}|{3414021, George_...| {3414021, 19280748}|{19280748, Episco...|{19280748, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 45936}|{45936, Spirit_po...| {45936, 9767}|{9767, Eucharist,...| {9767, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 87334}|{87334, Prophecy,...| {87334, 46398}|{46398, Rosary, 6...| {46398, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 29798}|{29798, The_Lord_...| {29798, 65427}|{65427, Plainsong...| {65427, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 87334}|{87334, Prophecy,...| {87334, 30869117}|{30869117, Latin_...|{30869117, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 738}|{738, Albania, 27...| {738, 30869117}|{30869117, Latin_...|{30869117, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...|{45106, 13425800}|{13425800, War_on...|{13425800, 30869117}|{30869117, Latin_...|{30869117, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 52847}|{52847, Children'...| {52847, 18494}|{18494, Lord's_Pr...| {18494, 12999830}|{12999830, Thanks...|
|{45106, Lord_Vold...| {45106, 738}|{738, Albania, 27...| {738, 347105}|{347105, Mother_T...| {347105, 12999830}|{12999830, Thanks...|
+--------------------+-----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
only showing top 20 rows
paths: org.apache.spark.sql.DataFrame = [from: struct<id: int, page_title: string ... 1 more field>, e0: struct<src: int, dst: int> ... 5 more fields]
displayHTML(frameIt("https://en.wikipedia.org/wiki/Lord_Voldemort", 500))
This was quite slow as you can see from the runtime, we can speed it up by specifying the maxPathLength which governs how many many edges the algorithm is alowed to travel before it should have reached its destination.
// THIS JUST KEPT CRASHING....
// val paths = g.bfs.fromExpr("page_title = 'Lord_Voldemort'").toExpr("page_title = 'Thanksgiving_after_Communion'").maxPathLength(5).run()
// paths.show()
Hopefully this was faster.
Finding bidirected edges
How common are bi-directed edges? We check this using motifs.
val motifGraph = g.find("(a) - [e1] -> (b) ; (b) - [e2] -> (a)") // Find pairs of nodes pointing to each other
val totalCount = motifGraph.count()/2L // Divide by 2 since every row will be a duplicate
motifGraph: org.apache.spark.sql.DataFrame = [a: struct<id: int, page_title: string ... 1 more field>, e1: struct<src: int, dst: int> ... 2 more fields]
totalCount: Long = 50566122
Interesting, about 25% of edges...
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
Motif Search and Case study: Wallenberg Family
In this notebook we are studying how well connected our funders are according to wikipedia, we use this to study the processing of graphframes on subgraphs
Creating the GraphFrame
The graphframe is created following the same procedure as that of the full graph.
val dfPages = spark.sql("SELECT * FROM enwiki_page")
val dfCategory = spark.sql("SELECT * FROM enwiki_category")
val dfCategoryLinks = spark.sql("SELECT * FROM enwiki_categorylinks")
dfPages: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 5 more fields]
dfCategory: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 3 more fields]
dfCategoryLinks: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 1 more field]
val dfArticlesCat = dfPages.filter(col("page_is_redirect")===0)
.join(dfCategoryLinks.filter(col("cl_type")==="page"), col("page_id")===col("cl_from"), "left")
dfArticlesCat: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 8 more fields]
val dfArticlesCatGrouped = dfArticlesCat.groupBy("page_id","page_title").agg(collect_set(col("cl_to")))
dfArticlesCatGrouped: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 1 more field]
val dfVertex = dfArticlesCatGrouped.withColumnRenamed("page_id", "id").withColumnRenamed("collect_set(cl_to)", "categories")
dfVertex: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 1 more field]
val dfEdgeLinks = spark.sql("SELECT * FROM enwiki_graph_edges_shortenedredirects")
val dfEdges = dfEdgeLinks.select("src", "dst")
dfEdgeLinks: org.apache.spark.sql.DataFrame = [src: int, src_title: string ... 3 more fields]
dfEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
val g = GraphFrame(dfVertex, dfEdges)
g.cache()
g: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
res6: g.type = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
Motif Finding
This method looks for substructures along the GraphFrame object which we can then filter on. We use this to study the behaviour both on the full dataset and on a smaller dataset containing all articles with swedish-language text (9176 articles)
val motif = g.find("(a) - [e] -> (b)")
val subgraph = motif.filter(array_contains(col("a.categories"), "Articles_containing_Swedish-language_text")).filter(array_contains(col("b.categories"), "Articles_containing_Swedish-language_text"))
subgraph.cache()
motif: org.apache.spark.sql.DataFrame = [a: struct<id: int, page_title: string ... 1 more field>, e: struct<src: int, dst: int> ... 1 more field]
subgraph: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [a: struct<id: int, page_title: string ... 1 more field>, e: struct<src: int, dst: int> ... 1 more field]
res7: subgraph.type = [a: struct<id: int, page_title: string ... 1 more field>, e: struct<src: int, dst: int> ... 1 more field]
We use a filter first looking at all edges that have their destination at the wallenberg family page.
val exampleMotif = motif.filter(motif("e.dst")===1193699)
exampleMotif: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [a: struct<id: int, page_title: string ... 1 more field>, e: struct<src: int, dst: int> ... 1 more field]
display(exampleMotif)
val WallenbergTo = motif.filter(motif("e.src")===1193699)
display(WallenbergTo)
We observe here that the second query was significantly faster than the first; the reason is that is due to Spark's lazy evaluation. As such, the first time that the motif is called to display the processing of all the millions of edges are processed and evaluated, whereas in the second case it simply used the graph from memory and filtered the edges. We repeat the first query to see the actual speed of filtering for the motif.
display(exampleMotif)
As we can see, even without explicitly putting the motif in cache, this second attempt was executed one order of magnitude faster than the the first.
val subgraphWallenbergFrom = subgraph.filter(motif("e.dst")===1193699)
display(subgraphWallenbergFrom)
val subgraphWallenbergTo = subgraph.filter(motif("e.src")===1193699)
display(subgraphWallenbergTo)
Note: During testing cmd 21 was as fast as 2s [no image of this execution exist], implying that the actual runtime of these queries are very dependent on cluster usage at the time.
//val exampleMotifDistanceTwo = g.find("(a) - [e] -> (b); (b) - [e2] -> (c); !(a) - [] ->(c)")
//val twoFromWallenberg = exampleMotifDistanceTwo.filter(exampleMotifDistanceTwo("e.src")===1193699)
//twoFromWallenberg.count()
While we wanted to show a measure of the numerical explosion for any node when going from a neighbour to just the vertices 2 links away, there was never an instance of the query that terminated. This query went for as long as 25 hours without processing all edges.
Conclusion
I DONT KNOW WHAT TO SAY HERE REALLY, HELP Some closing thoughts after working with the Wikipedia data for quite some time is that the Graph was a lot harder to process than what was initially expected. The size and density made it difficult to investigate all of the fields we initially planned. For instance, something we thought would be interesting before we started was to run label propagation for community detection on the graph, and then compare the found communities to the categories. However, we were sadly not able to get label propagation working on even the reduced graph.
Future Work
Some suggestions regarding future work are: * Comparing the English Wikipedia we have analyzed now a different language, such as Swedish and look for - General differences in the analysis we performed on the English Wikipedia - Missing articles - Missing links - Running pagerank on both and comparing the top scorers * Performing a more rigorous analysis of the depth of the graph, not just looking at one node but a larger sample * Using a larger cluster in order to: - Analyze the full graph and not just the longer articles considered in this project - Running label propagation and compare communities to categories * Using GraphX instead of GraphFrames to see whether we can achieve faster run-times * More?
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
Game Setup
This notebook just creates the dataframe required to run the game in XX_gameNotebook. Below cell creates a GraphFrame the same way as in notebook 09_fullGraphAnalysis.
// Run this to get the graphframe
val dfPages = spark.sql("SELECT * FROM enwiki_page")
val dfCategory = spark.sql("SELECT * FROM enwiki_category")
val dfCategoryLinks = spark.sql("SELECT * FROM enwiki_categorylinks")
val dfArticlesCat = dfPages.filter(col("page_is_redirect")===0)
.join(dfCategoryLinks.filter(col("cl_type")==="page"), col("page_id")===col("cl_from"), "left")
val dfArticlesCatGrouped = dfArticlesCat.groupBy("page_id","page_title","page_len").agg(collect_set(col("cl_to")))
val dfVertex = dfArticlesCatGrouped.withColumnRenamed("page_id", "id").withColumnRenamed("collect_set(cl_to)", "categories").select("id", "page_title","page_len")
dfVertex
val dfEdgeLinks = spark.sql("SELECT * FROM enwiki_graph_edges_shortenedredirects")
val filteredEdges = dfEdgeLinks.join(dfVertex,
col("src")===dfVertex.col("id"), "inner")
.select("src", "dst")
.join(dfVertex,
col("dst")===dfVertex.col("id"), "inner").select("src","dst")
val dfEdges = filteredEdges
val gFull = GraphFrame(dfVertex, dfEdges)
val gRed = gFull.filterVertices(col("page_len")>=8417L).dropIsolatedVertices()
val g = gRed
dfPages: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 5 more fields]
dfCategory: org.apache.spark.sql.DataFrame = [cat_id: int, cat_title: string ... 3 more fields]
dfCategoryLinks: org.apache.spark.sql.DataFrame = [cl_from: int, cl_to: string ... 1 more field]
dfArticlesCat: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 8 more fields]
dfArticlesCatGrouped: org.apache.spark.sql.DataFrame = [page_id: int, page_title: string ... 2 more fields]
dfVertex: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 1 more field]
dfEdgeLinks: org.apache.spark.sql.DataFrame = [src: int, src_title: string ... 3 more fields]
filteredEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
dfEdges: org.apache.spark.sql.DataFrame = [src: int, dst: int]
gFull: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
gRed: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
g: org.graphframes.GraphFrame = GraphFrame(v:[id: int, page_title: string ... 1 more field], e:[src: int, dst: int])
Now the cell below is hidden, please don't view it since the correct answer for the game is there. What happens in the cell is that shortest paths is permored on the graph, with the target node as or landmark.
Finally we just write the dataframe with the shortest paths to a parquet file in dbfs which we can just download when we play the game.
results.write.parquet("WikipediaData/shortestPathsGameSetup.parquet")
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
GAME TIME!
Try to get as close as possible to the target page, or even figure out which it is!
Instructions
- Clone this notebook
- Run the cells below to download the data and define the function
- Provide the function with you guesses and try to come as close(or far) to the target as possible!
NOTE:
The guesses need to exactly match the page name according to Wikipedia. The easiest way to find this name for an article is to just google the article, and then paste the last part of the url as a guess. For instance, if your guess is "List of Saint Seiya Episode.G characters", you would use the guess List_of_Saint_Seiya_Episode.G_characters since the url to the articel on Wikipedia is https://en.wikipedia.org/wiki/List_of_Saint_Seiya_Episode.G_characters.
val results = spark.read.parquet("/WikipediaData/shortestPathsGameSetup.parquet")
results: org.apache.spark.sql.DataFrame = [id: int, page_title: string ... 2 more fields]
Don't look at the dataframe results or the cell below, since that would give you the answer and sort of ruin the experience ;)
def computeDistanceToTarget(guess: String, distanceDf: org.apache.spark.sql.DataFrame) : Unit = {
val guessRow = distanceDf.filter(col("page_title")===guess)
if (guessRow.isEmpty) {
return println("Guess not in articles...Try again")
}
val distance = guessRow.select("distances.%s".format(articleId)).collect()(0)(0)
println("Distance from %s to target is %s".format(guess, distance))
}
computeDistanceToTarget: (guess: String, distanceDf: org.apache.spark.sql.DataFrame)Unit
// use the function
computeDistanceToTarget("List_of_Saint_Seiya_Episode.G_characters", results)
Distance from List_of_Saint_Seiya_Episode.G_characters to target is 3
computeDistanceToTarget("Planthopper", results)
Distance from Planthopper to target is 3
computeDistanceToTarget("Styringomyia", results)
Distance from Styringomyia to target is 3
Graph of Wikipedia
Done:
-
Data Ingestion
-
Data pre-processing
-
Preliminary analysis
-
Preliminary exploration
TODO:
-
Exploration notebook
- Pages vs Redirect pages
- etc..
-
Merge redirect pages
-
Look at structure of Categories (dendrogram maybe)
-
Make sure that everything, (including most of presentation notebook is done by 2 Dec)
-
Meeting 5th to prep the presentation notebook together
-
Make presentation Notebook(Save as HTML as well)
-
Maybe we need to write a report?(Ask Raaz)
Ingestion
DONE (PATH)
Prepro
- Merge redirects (DONE)
- Reduce graph size by (If needed)(VILHELM)
- only considering articles with less than X incoming links
- using connected components (IMPOSSIBLE, Spark crashes when trying to run StronglyConnectedComponents on the whole graph)
Exploration
- Categories (HENRIK)
- Size
- Hierarchy (Categories and their sub-categories)
- Keep track of number of articles per category and maybe where they point(inside/outside cat)
- Links
- Articles(DONE)(ALBIN)(
08_explorationArticleGraph)- In/out degrees (Top/Bottom/Avg)
- Number of articles
- Number of edges
- Density
- Page lenght
- Other
- Add more as we go
Analysis
- Full Graph (ALBIN)(
0X_fullGraphAnalysis)(NOTE: USE SMALLER GRAPH)- Connected Components (Strongly)(ALBIN)(NOTE: I WILL NEED TO RESTRICT FULL GRAPH A LITTLE)(DONE: JUST 1)
- Category belonging to separate
- Leaf pruning (ALBIN)(This does not seem to exist, strange? Also, there exists no root nodes, i.e. nodes with no incoming edges.)(NOTE: I THINK WE CAN DROP THIS, IF WE FILTER THE GRAPH IT BECOMES DENSER)
- Look at 0 out degree nodes, remove and repeat X times
- Bidirected vs uni-directed edges (ALBIN)
- How common is bidirected (DONE)
- How common is up-pointing links vs down-pointing (w.r.t. category hierarchy)
- If unidirected, how long is connection in other direction (does it exist?)
- Maybe BFS, depends on time it takes(ALBIN)(DONE)
- Shortest Paths (ALBIN)(DONE: ALSO AN IDEA FOR PRESENTATION)
- Connected Components (Strongly)(ALBIN)(NOTE: I WILL NEED TO RESTRICT FULL GRAPH A LITTLE)(DONE: JUST 1)
- Category based (SIMON)
- WASP/Wallenberg Graph/Some category we find interesting
- Where is the category in the hierarcy trees (NOT DONE, TREES NOT FINISHED)
- Interesting incoming edges
- Interesting outgoing edges
- Speed comparison motif vs just filters vs shortestpath (Motif for distance >1 never finishes)
- All GraphFrames algorithms and find things like:
- Pagerank
- Components
- Communities
- Motifs (finding missing edges using non-complete triangels)
- Bfs
- WASP/Wallenberg Graph/Some category we find interesting
- Ideas: (VILHELM)
- Community detection based on motif finding (Idea)
TODOS:
- Make a new intro notebook instead of this one
- Wrap up what is left to be done
- Clean up notebooks and make them look nice
- Make notebook with our conclusions
Presentation
Planning what do include in the presentation
Intro
- ADD HERE
Data Ingestion
Include things from notebooks: * ADD HERE
Data Preprocessing
Include things from notebooks: * ADD HERE
Exploration
Include things from notebooks: * ADD HERE
Analysis
Include things from notebooks: * ADD HERE
Conclusions
- ADD HERE
Visual Question Answering using Transformers
Project members: firstName lastName, ...
Task Description
Visual Question Answering (VQA) is the task of understanding a given image and answering questions in natural language based on the image. This is a challenging task as it requires reasoning about two different data modalities (text and image) in conjunction. An additional challenge is to generate an answer to the question in natural language. Such a system enables multimodal interaction with humans and one useful application is in assistive technologies for visually challenged individuals. A general framework to solve this task involves the following steps:
- Image feature extraction
- Question feature extraction
- Relating and combining image and question features
- Answer generation
However, for this project, we simplify this problem by only considering yes/no type questions. This removes the need to train an answer generation model and the VQA task can be simply posed as a binary classification problem as follows:
- Image feature extraction
- Question feature extraction
- Classifier to predict yes/no answer
The classifier performs the task of relating the image and the question to predict the most appropriate answer. A mathematical formulation of the task is:
Given an image \(x\), a question \(q\) and answer \(a \in {0, 1}\), the task is to learn a model to predict the correct answer choice \(a = f(x, q ; \theta)\), with model parameters \(\theta\).
Dataset
For this task, we use the VQA (Visual Question Answering) v1.0 dataset (https://visualqa.org/) [1]. This dataset was first introduced at the VQA Challenge at CVPR 2016 and it is used as a standard benchmark dataset for the VQA task. This dataset uses selected images from the COCO dataset [6] and each image can have multiple related questions. We pick the subset of the dataset that contains yes/no type questions. Then, we obtain a dataset that consists of 63317 training images and 30612 validation images. In total, there are 95302 questions in the training set and 45478 questions in the validation set. Below, we visualize a few examples from the training dataset.
/dbfs/ml/VQA
#Uncomment and run these commands to download and unzip the dataset
#!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Questions_Train_mscoco.zip
#!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Annotations_Train_mscoco.zip
#!wget -nc http://images.cocodataset.org/zips/train2014.zip
#!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Questions_Val_mscoco.zip
#!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Annotations_Val_mscoco.zip
#!wget -nc http://images.cocodataset.org/zips/val2014.zip
#!unzip -qq '*.zip'
#!ls train2014 | wc -l
#!ls val2014 | wc -l
from collections import namedtuple
import json
import matplotlib.pyplot as plt
import os
from PIL import Image
import torch
from torch.utils.data import Dataset, DataLoader
VQAVisualizationExample = namedtuple('VQAVisualizationExample', [
'question_txt',
'answer_txt',
'img'
])
class VQADataset(Dataset):
def __init__(self, data_dir="/dbfs/ml/VQA/", data_split="train"):
self.data_split = data_split
self.data_dir = data_dir
# Get ready the text
if self.data_split=="train":
self.questions = json.load(open(os.path.join(self.data_dir, 'MultipleChoice_mscoco_train2014_questions.json')))['questions']
self.answers = json.load(open(os.path.join(self.data_dir, 'mscoco_train2014_annotations.json')))['annotations']
else:
self.questions = json.load(open(os.path.join(self.data_dir, 'MultipleChoice_mscoco_val2014_questions.json')))['questions']
self.answers = json.load(open(os.path.join(self.data_dir, 'mscoco_val2014_annotations.json')))['annotations']
self.yesno_indices = [i for i, a in enumerate(self.answers) if a["answer_type"] == "yes/no"]
self.questions = [self.questions[i] for i in self.yesno_indices]
self.answers = [self.answers[i] for i in self.yesno_indices]
def __len__(self):
return len(self.questions)
def __getitem__(self, idx):
question = self.questions[idx]
answer = self.answers[idx]
assert question['question_id'] == answer['question_id']
question_txt = question['question']
answer_txt = answer['multiple_choice_answer']
img_id = question['image_id']
img = Image.open(os.path.join(self.data_dir, f'{self.data_split}2014/COCO_{self.data_split}2014_{img_id:012}.jpg'))
return VQAVisualizationExample(question_txt, answer_txt, img)
vqa_ds = VQADataset(data_split="train")
# Visualize few examples from the dataset
n_examples = 10
example_ids = [0, 8, 100, 200, 300, 400, 500, 600, 800, 1000]
fig, ax = plt.subplots(n_examples//2, 2, figsize=(30, 40))
for k in range(n_examples):
j = 0 if k%2==0 else 1
i = k // 2
example = vqa_ds[example_ids[k]]
question_txt = example.question_txt
correct_answer = example.answer_txt
ax[i][j].imshow(example.img)
_ = ax[i][j].set_xticks([])
_ = ax[i][j].set_yticks([])
_ = ax[i][j].set_title(f"Question: {question_txt}, \nCorrect answer: {correct_answer}", fontsize=14)
Solution Idea
We follow the following steps to solve this task:
- Image feature extraction
- Question feature extraction
- Classifier to pick the correct answer
Given an image \(x\), a question \(q\) and answer \(a \in {0, 1}\), the VQA model can be formulated as a classifier \(p = h(g_v(x), g_l(q))\), where \(p\) is the probability of the answer being "yes", \(p = P(a=1|x, q)\). Here, \(g_l(\cdot)\) is the text feature extractor and \(g_v\) is the visual feature extractor. The answer \(a\) is predicted as \(a = \mathcal{1}_{p>0.5}\).
Inspired by the recent advances in the usage of Transformers in both vision and language representation learning, we use Transformer architectures to extract image and text features. Particularly, self-supervised pretraining on large unlabeled datasets have been shown to transfer well to new tasks. Sometimes, these self-supervised representations even surpass fully supervised training on the specific task, especially when limited labeled data is available. Hence, we choose to use publicly available self-supervised and pre-trained Transformer models for the feature extractors. For the image feature extractor, we use the Small Vision Transformer (ViT-Small/16) [5] pre-trained using DINO self-supervised learning method [2]. For the text feature extractor that is used to extract features for the questions, we use the ALBERT model [3], which is a computationally efficient version of BERT [4].
The Transformer feature extractors output a set of feature vectors for each pair of question and image. The feature extractors themselves are kept frozen and are not trained. We add a small trainable interaction module and allows the image and text features to interact and extract a combined set of features that is useful for answering the question. These features are processed using a 2-layer MLP to get the final classification prediction. The flowchart of our method is shown in the figure below.
fig, ax = plt.subplots(1, 1, figsize=(10, 10))
_ = ax.imshow(Image.open("/dbfs/ml/VQA/vqa.png"))
_ = ax.set_xticks([])
_ = ax.set_yticks([])
_ = ax.axis("off")
Results
We implemented the training of our model using the distributed data parallel method with Pytorch and Horovod. This can leverage multiple GPUs to perform scalable training of deep learning models. On the yes/no VQA task, we achieve an accuracy of x % on the validation dataset. Considering that we use a simple setup with few trainable parameters, the achieved performance looks reasonable. Deeper and more complicated interaction between the image and text features can be beneficial to improve the results.
References
[1] Goyal, Y., Khot, T., Summers-Stay, D., Batra, D., & Parikh, D. (2017). Making the V in VQA matter: Elevating the role of image understanding in visual question answering. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 6904-6913).
[2] Caron, M., Touvron, H., Misra, I., Jégou, H., Mairal, J., Bojanowski, P., & Joulin, A. (2021). Emerging properties in self-supervised vision transformers. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 9650-9660).
[3] Lan, Z., Chen, M., Goodman, S., Gimpel, K., Sharma, P., & Soricut, R. (2019, September). ALBERT: A Lite BERT for Self-supervised Learning of Language Representations. In International Conference on Learning Representations.
[4] Kenton, J. D. M. W. C., & Toutanova, L. K. (2019). BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of NAACL-HLT (pp. 4171-4186).
[5] Dosovitskiy, A., Beyer, L., Kolesnikov, A., Weissenborn, D., Zhai, X., Unterthiner, T., ... & Houlsby, N. (2020, September). An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. In International Conference on Learning Representations.
[6] Lin, T. Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., ... & Zitnick, C. L. (2014, September). Microsoft coco: Common objects in context. In European conference on computer vision (pp. 740-755). Springer, Cham.
/dbfs/ml/VQA
!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Questions_Train_mscoco.zip
!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Annotations_Train_mscoco.zip
!wget -nc http://images.cocodataset.org/zips/train2014.zip
!unzip -qqn '*.zip'
!ls train2014 | wc -l
/dbfs/ml/VQA
!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Questions_Val_mscoco.zip
!wget -nc https://s3.amazonaws.com/cvmlp/vqa/mscoco/vqa/Annotations_Val_mscoco.zip
!wget -nc http://images.cocodataset.org/zips/val2014.zip
!unzip -qqn '*Val*.zip'
!unzip -qqn 'val*.zip'
!ls val2014 | wc -l
from collections import namedtuple
from functools import partial
import json
from tqdm.notebook import tqdm
import numpy as np
import os
from pathlib import Path
import torch
import transformers
from torch.utils.data import Dataset, DataLoader
from transformers import AlbertTokenizer, AlbertModel
from transformers import ViTFeatureExtractor, ViTModel
from torch.nn import TransformerEncoder, TransformerEncoderLayer
from PIL import Image
import horovod.torch as hvd
from sparkdl import HorovodRunner
# VQATrainingExample = namedtuple('VQATrainingExample', [
# 'txt',
# 'encoded_txt',
# 'label',
# 'encoded_img'
# ])
def collator_f(batch, txt_tokenizer):
txt = [ex['txt'] for ex in batch]
encoded_txt = txt_tokenizer(txt, padding=True, return_tensors="pt", return_attention_mask=True)
label = torch.FloatTensor([ex['label'] for ex in batch])
encoded_img = {'pixel_values': torch.stack([ex['encoded_img']['pixel_values'][0] for ex in batch])}
return {'txt': txt, 'encoded_txt': encoded_txt, 'label': label, 'encoded_img': encoded_img}
class VQADatset(Dataset):
def __init__(self, txt_tokenizer, data_split="train"):
# Loading the tokenizer and image feature extractor
self.txt_tokenizer = txt_tokenizer
self.img_feat_extractor = ViTFeatureExtractor.from_pretrained('facebook/dino-vits16')
self.data_split = data_split
# Get ready the text
if self.data_split=="train":
self.questions = json.load(open('/dbfs/ml/VQA/MultipleChoice_mscoco_train2014_questions.json'))['questions']
self.answers = json.load(open('/dbfs/ml/VQA/mscoco_train2014_annotations.json'))['annotations']
else:
self.questions = json.load(open('/dbfs/ml/VQA/MultipleChoice_mscoco_val2014_questions.json'))['questions']
self.answers = json.load(open('/dbfs/ml/VQA/mscoco_val2014_annotations.json'))['annotations']
self.yesno_indices = [i for i, a in enumerate(self.answers) if a["answer_type"] == "yes/no"]
self.questions = [self.questions[i] for i in self.yesno_indices]
self.answers = [self.answers[i] for i in self.yesno_indices]
def __len__(self):
return len(self.questions)
def __getitem__(self, idx):
question = self.questions[idx]
answer = self.answers[idx]
assert question['question_id'] == answer['question_id']
txt = question['question']
assert len(question['multiple_choices']) == 18
label = 1 if answer['multiple_choice_answer'] == "yes" else 0
img_id = question['image_id']
img = Image.open(f'/dbfs/ml/VQA/{self.data_split}2014/COCO_{self.data_split}2014_{img_id:012}.jpg')
try:
encoded_img = self.img_feat_extractor(images=img, return_tensors="pt")
except:
encoded_img = self.img_feat_extractor(images=img.convert('RGB'), return_tensors="pt")
return {'txt': txt, 'encoded_txt': '', 'label': label, 'encoded_img': encoded_img}
class VQAModel(torch.nn.Module):
def __init__(self, d_model: int=384, nhead: int=6, d_hid: int=384, nlayers: int=1, n_class: int=1):
super(VQAModel, self).__init__()
# Loading the encoders
self.albert = AlbertModel.from_pretrained("albert-base-v2")
self.vit = ViTModel.from_pretrained('facebook/dino-vits16', add_pooling_layer=False)
# Freeze them
self.vit.eval()
self.albert.eval()
for param in self.albert.parameters():
param.requires_grad = False
for param in self.vit.parameters():
param.requires_grad = False
# A linear layer to map Albert to ViT size
self.linear_map = torch.nn.Sequential(torch.nn.Linear(768, d_hid), torch.nn.GELU())
self.linear_map_img = torch.nn.Sequential(torch.nn.Linear(d_hid, d_hid), torch.nn.GELU())
# The multimodal transformer block
encoder_layer = TransformerEncoderLayer(d_model, nhead, d_hid)
self.transformer_encoder = TransformerEncoder(encoder_layer, nlayers)
# A linear layer for classification
self.linear_cls = torch.nn.Sequential(torch.nn.Linear(4*d_hid, d_hid//4), torch.nn.GELU(), torch.nn.Linear(d_hid//4, n_class), torch.nn.GELU())
def set_eval(self):
self.linear_map.eval()
self.linear_map_img.eval()
self.transformer_encoder.eval()
self.linear_cls.eval()
def set_train(self):
self.linear_map.train()
self.linear_map_img.train()
self.transformer_encoder.train()
self.linear_cls.train()
def forward(self, encoded_txt, encoded_img):
txt_out = self.albert(**encoded_txt).last_hidden_state
txt_out = self.linear_map(txt_out)
img_out = self.vit(**encoded_img).last_hidden_state
img_out = self.linear_map_img(img_out)
txt_img = torch.cat((txt_out, img_out), dim=-2)
txt_img = self.transformer_encoder(txt_img)
attention_mask = encoded_txt.attention_mask[:, 1:].unsqueeze(-1)
txt_img_features = torch.cat([txt_img[:,0], txt_img[:,txt_out.shape[1]],
torch.sum(txt_img[:, 1:txt_out.shape[1]] * attention_mask, dim=-2) / torch.sum(attention_mask, dim=-2),
torch.mean(txt_img[:, txt_out.shape[1]:], dim=-2)], dim=-1)
pred = self.linear_cls(txt_img_features)
return pred
Training
We train the model with a batch size of 256 and learning rate of 1e-5 (Aadam) for 24 epochs.
It roughly takes 1 hour to train the model for one epoch.
Parallelization
We use Horovod to distribute the training on multiple GPUs. Using Horovod we can train on single-GPU, multiple-GPUs, or even multiple hosts without any further code changes.
Using Horovod requires only minimal code changes. Including:
-
Scaling the batch size:
lr=1e-5 * hvd.size() -
Wrap the optimizer in
hvd.DistributedOptimizer. The distributed optimizer delegates gradient computation to the original optimizer, averages gradients, and then applies those averaged gradients. -
Modify the code to save checkpoints only on worker 0 to prevent other workers from corrupting them. (
hvd.rank() != 0) -
Partition dataset among workers using DistributedSampler:
train_sampler = torch.utils.data.distributed.DistributedSampler
def train_one_epoch(model, optimizer, criterion, data_loader, epoch, device):
losses = []
pred_labels = []
true_labels = []
for i, batch in enumerate(data_loader):
if i % 25 == 0:
print(f'Train: {int(i*100/len(data_loader))}%')
encoded_txt = batch['encoded_txt'].to(device)
encoded_img = {'pixel_values': batch['encoded_img']['pixel_values'].to(device)}
optimizer.zero_grad()
pred = model(encoded_txt, encoded_img)
pred_labels.append((pred.reshape(-1).detach().cpu() > 0.0).long())
true_labels.append(batch['label'])
loss = criterion(pred.reshape(-1), batch['label'].to(device))
loss.backward()
optimizer.step()
losses.append(loss.item())
accuracy = np.mean(torch.cat(pred_labels).numpy() == torch.cat(true_labels).numpy())
return np.mean(losses), accuracy
def validate(model, data_loader, device):
pred_labels = []
true_labels = []
with torch.no_grad():
for i, batch in enumerate(data_loader):
if i % 25 == 0:
print(f'Val: {int(i*100/len(data_loader))}%')
encoded_txt = batch['encoded_txt'].to(device)
encoded_img = {'pixel_values': batch['encoded_img']['pixel_values'].to(device)}
pred = model(encoded_txt, encoded_img)
pred_labels.append((pred.reshape(-1).detach().cpu() > 0.0).long())
true_labels.append(batch['label'])
accuracy = np.mean(torch.cat(pred_labels).numpy() == torch.cat(true_labels).numpy())
return accuracy
def train(use_horovod=True):
device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
print(device)
if use_horovod:
hvd.init()
if torch.cuda.is_available():
torch.cuda.set_device(hvd.local_rank())
txt_tokenizer = AlbertTokenizer.from_pretrained('albert-base-v2')
train_vqa_ds = VQADatset(txt_tokenizer, data_split="train")
val_vqa_ds = VQADatset(txt_tokenizer, data_split="val")
collator = partial(collator_f, txt_tokenizer=txt_tokenizer)
output_dir = "/dbfs/ml/VQA/outputs/"
resume_from_checkpoint = os.path.join(output_dir, "checkpoint_19.pth")
model = VQAModel()
n_epochs = 50
start_epoch = 0
if os.path.exists(resume_from_checkpoint):
state_dict = torch.load(resume_from_checkpoint)
model.load_state_dict(state_dict["state_dict"])
start_epoch = state_dict["epoch"]
print(f"Model checkpoint state loaded from {resume_from_checkpoint}")
if use_horovod:
from torch.utils.data.distributed import DistributedSampler
optimizer = torch.optim.Adam(model.parameters(), lr=1e-5 * hvd.size())
if os.path.exists(resume_from_checkpoint):
optimizer.load_state_dict(state_dict["optimizer"])
for p in optimizer.param_groups[0]["params"]:
p.to(device)
optimizer = hvd.DistributedOptimizer(optimizer, named_parameters=model.named_parameters())
train_sampler = DistributedSampler(train_vqa_ds, num_replicas=hvd.size(), rank=hvd.rank())
train_vqa_dl = DataLoader(train_vqa_ds, batch_size=256, shuffle=False, collate_fn=collator, num_workers=4, sampler=train_sampler)
val_sampler = DistributedSampler(val_vqa_ds, num_replicas=hvd.size(), rank=hvd.rank())
val_vqa_dl = DataLoader(val_vqa_ds, batch_size=256, shuffle=False, collate_fn=collator, num_workers=4, sampler=val_sampler)
hvd.broadcast_parameters(model.state_dict(), root_rank=0)
else:
optimizer = torch.optim.Adam(model.parameters(), lr=1e-5)
if os.path.exists(resume_from_checkpoint):
optimizer.load_state_dict(state_dict["optimizer"])
for p in optimizer.param_groups[0]["params"]:
p.to(device)
train_vqa_dl = DataLoader(train_vqa_ds, batch_size=1024, shuffle=True, collate_fn=collator, num_workers=8)
val_vqa_dl = DataLoader(val_vqa_ds, batch_size=1024, shuffle=False, collate_fn=collator, num_workers=8)
model.to(device)
criterion = torch.nn.BCEWithLogitsLoss()
for epoch in range(start_epoch, n_epochs):
print(f'Epoch: {epoch+1}')
model.set_train()
epoch_loss, epoch_accuracy = train_one_epoch(model, optimizer, criterion, train_vqa_dl, epoch, device)
model.set_eval()
train_accuracy = epoch_accuracy
val_accuracy = validate(model, val_vqa_dl, device)
log_stats = {"train_loss": epoch_loss, "train_accuracy": train_accuracy, "val_accuracy": val_accuracy}
if (use_horovod and hvd.rank() == 0) or not use_horovod:
save_dict = {
"epoch": epoch + 1,
"state_dict": model.state_dict(),
"optimizer": optimizer.state_dict(),
"train_accuracy": train_accuracy,
"val_accuracy": val_accuracy,
"loss": epoch_loss
}
torch.save(save_dict, os.path.join(output_dir, f"checkpoint_{epoch}.pth"))
print(f"Epoch={epoch}, Loss={epoch_loss}, Train Accuracy={train_accuracy}, Val Accuracy={val_accuracy}")
def main(use_horovod=True, np=1):
if use_horovod:
hr = HorovodRunner(np=np, driver_log_verbosity='all')
hr.run(train)
else:
train(use_horovod=False)
main(use_horovod=True)
#%cd /dbfs/ml/VQA
!ls /dbfs/ml/VQA/outputs
import torch
import os
!ls /dbfs/ml/VQA/outputs
checkpoints_dir = "/dbfs/ml/VQA/outputs/"
rdd = sc.parallelize(list(range(50)))
def get_stats_from_checkpoint(checkpoint_path):
state_dict = torch.load(checkpoint_path, map_location="cpu")
return state_dict['epoch'], state_dict['train_accuracy'], state_dict['val_accuracy']
train_stats = rdd.filter(lambda x: os.path.exists(os.path.join(checkpoints_dir, f"checkpoint_{x}.pth")))
train_stats = train_stats.map(lambda x: get_stats_from_checkpoint(x))
train_stats = train_stats.aggregateByKey({"epoch": [], "train_accuracy": [], "val_accuracy": []},
lambda x, y: {"epoch": [] + [y["epoch"],],
"train_accuracy": [] + [y["train_accuracy"],],
"val_accuracy": [] + [y["val_accuracy"],]},
lambda x, y: {"epoch": x["epoch"] + y["epoch"],
"train_accuracy": x["train_accuracy"] + y["train_accuracy"],
"val_accuracy": x["val_accuracy"] + y["val_accuracy"]})
train_stats = train_stats.collect()
training_checkpoint_path = "/dbfs/ml/VQA/outputs/checkpoint_19.pth"
state_dict = torch.load(training_checkpoint_path, map_location="cpu")
state_dict['train_accuracy'], state_dict['val_accuracy']
ScaDaMaLe Course site and book
The following is from databricks blog with minor adaptations with help from Tilo Wiklund.
Distributed deep learning training using PyTorch with HorovodRunner for MNIST
This notebook demonstrates how to train a model for the MNIST dataset using PyTorch. It first shows how to train the model on a single node, and then shows how to adapt the code using HorovodRunner for distributed training.
Requirements
- This notebook runs on CPU or GPU clusters.
- To run the notebook, create a cluster with
- Two workers
Cluster Specs on databricks
Run on tiny-debug-cluster-(no)gpu or another cluster with the following runtime specifications with CPU/non-GPU and GPU clusters, respectively:
- Runs on non-GPU cluster with 3 (or more) nodes on 7.4 ML runtime (nodes are 1+2 x m4.xlarge)
- Runs on GPU cluster with 3 (or more) nodes on 7.4 ML GPU runtime (nodes are 1+2 x g4dn.xlarge)
You do not need to "install" anything else in databricks as everything needed is pre-installed in the runtime environment on the right nodes.
Set up checkpoint location
The next cell creates a directory for saved checkpoint models. Databricks recommends saving training data under dbfs:/ml, which maps to file:/dbfs/ml on driver and worker nodes.
PYTORCH_DIR = '/dbfs/ml/horovod_pytorch'
Prepare single-node code
First you need to have working single-node PyTorch code. This is modified from Horovod's PyTorch MNIST Example.
import torch
import torch.nn as nn
import torch.nn.functional as F
class Net(nn.Module):
def __init__(self):
super(Net, self).__init__()
self.conv1 = nn.Conv2d(1, 10, kernel_size=5)
self.conv2 = nn.Conv2d(10, 20, kernel_size=5)
self.conv2_drop = nn.Dropout2d()
self.fc1 = nn.Linear(320, 50)
self.fc2 = nn.Linear(50, 10)
def forward(self, x):
x = F.relu(F.max_pool2d(self.conv1(x), 2))
x = F.relu(F.max_pool2d(self.conv2_drop(self.conv2(x)), 2))
x = x.view(-1, 320)
x = F.relu(self.fc1(x))
x = F.dropout(x, training=self.training)
x = self.fc2(x)
return F.log_softmax(x)
# Specify training parameters
batch_size = 100
num_epochs = 5
momentum = 0.5
log_interval = 100
def train_one_epoch(model, device, data_loader, optimizer, epoch):
model.train()
for batch_idx, (data, target) in enumerate(data_loader):
data, target = data.to(device), target.to(device)
optimizer.zero_grad()
output = model(data)
loss = F.nll_loss(output, target)
loss.backward()
optimizer.step()
if batch_idx % log_interval == 0:
print('Train Epoch: {} [{}/{} ({:.0f}%)]\tLoss: {:.6f}'.format(
epoch, batch_idx * len(data), len(data_loader) * len(data),
100. * batch_idx / len(data_loader), loss.item()))
from time import time
import os
# LOG_DIR = os.path.join(PYTORCH_DIR, str(time()), 'MNISTDemo')
LOG_DIR = os.path.join(PYTORCH_DIR, 'MNISTDemo')
os.makedirs(LOG_DIR)
def save_checkpoint(model, optimizer, epoch):
filepath = LOG_DIR + '/checkpoint-{epoch}.pth.tar'.format(epoch=epoch)
state = {
'model': model.state_dict(),
'optimizer': optimizer.state_dict(),
}
torch.save(state, filepath)
import torch.optim as optim
from torchvision import datasets, transforms
def train(learning_rate):
device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
train_dataset = datasets.MNIST(
'data',
train=True,
download=True,
transform=transforms.Compose([transforms.ToTensor(), transforms.Normalize((0.1307,), (0.3081,))]))
data_loader = torch.utils.data.DataLoader(train_dataset, batch_size=batch_size, shuffle=True)
model = Net().to(device)
optimizer = optim.SGD(model.parameters(), lr=learning_rate, momentum=momentum)
for epoch in range(1, num_epochs + 1):
train_one_epoch(model, device, data_loader, optimizer, epoch)
save_checkpoint(model, optimizer, epoch)
Run the train function you just created to train a model on the driver node.
# Runs in 49.65 seconds on 3 node GPU cluster
# Runs in 118.2 seconds on 3 node non-GPU cluster
train(learning_rate = 0.001)
Migrate to HorovodRunner
HorovodRunner takes a Python method that contains deep learning training code with Horovod hooks. HorovodRunner pickles the method on the driver and distributes it to Spark workers. A Horovod MPI job is embedded as a Spark job using barrier execution mode.
import horovod.torch as hvd
from sparkdl import HorovodRunner
def train_hvd(learning_rate):
# Initialize Horovod
hvd.init()
device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
if device.type == 'cuda':
# Pin GPU to local rank
torch.cuda.set_device(hvd.local_rank())
train_dataset = datasets.MNIST(
# Use different root directory for each worker to avoid conflicts
root='data-%d'% hvd.rank(),
train=True,
download=True,
transform=transforms.Compose([transforms.ToTensor(), transforms.Normalize((0.1307,), (0.3081,))])
)
from torch.utils.data.distributed import DistributedSampler
# Configure the sampler so that each worker gets a distinct sample of the input dataset
train_sampler = DistributedSampler(train_dataset, num_replicas=hvd.size(), rank=hvd.rank())
# Use train_sampler to load a different sample of data on each worker
train_loader = torch.utils.data.DataLoader(train_dataset, batch_size=batch_size, sampler=train_sampler)
model = Net().to(device)
# The effective batch size in synchronous distributed training is scaled by the number of workers
# Increase learning_rate to compensate for the increased batch size
optimizer = optim.SGD(model.parameters(), lr=learning_rate * hvd.size(), momentum=momentum)
# Wrap the local optimizer with hvd.DistributedOptimizer so that Horovod handles the distributed optimization
optimizer = hvd.DistributedOptimizer(optimizer, named_parameters=model.named_parameters())
# Broadcast initial parameters so all workers start with the same parameters
hvd.broadcast_parameters(model.state_dict(), root_rank=0)
for epoch in range(1, num_epochs + 1):
train_one_epoch(model, device, train_loader, optimizer, epoch)
# Save checkpoints only on worker 0 to prevent conflicts between workers
if hvd.rank() == 0:
save_checkpoint(model, optimizer, epoch)
Now that you have defined a training function with Horovod, you can use HorovodRunner to distribute the work of training the model.
The HorovodRunner parameter np sets the number of processes. This example uses a cluster with two workers, each with a single GPU, so set np=2. (If you use np=-1, HorovodRunner trains using a single process on the driver node.)
# Runs in 51.63 seconds on 3 node GPU cluster
# Runs in 96.6 seconds on 3 node non-GPU cluster
hr = HorovodRunner(np=-1)
hr.run(train_hvd, learning_rate = 0.001)
!ls /dbfs/ml/
Under the hood, HorovodRunner takes a Python method that contains deep learning training code with Horovod hooks. HorovodRunner pickles the method on the driver and distributes it to Spark workers. A Horovod MPI job is embedded as a Spark job using the barrier execution mode. The first executor collects the IP addresses of all task executors using BarrierTaskContext and triggers a Horovod job using mpirun. Each Python MPI process loads the pickled user program, deserializes it, and runs it.
For more information, see HorovodRunner API documentation.
Titleofproject
Project members: FisrtName LastName, ...
Introduction
The aim of this project is to demonstrate how scalable data mining can be performed for massive knowledge graphs. We utilize multiple techniques to extract patterns from knowledge graphs, but focus in particular on the use of motif mining. The dataset used is the WikiKG90Mv2 knowledge graph, which contains entities and relations from the Wikidata knowledge base.
Dataset
Wikidata is an online knowledge base that can be openly edited by anyone. Most people interact with Wikidata mainly through the parts of it used in Wikipedia, but Wikidata also extends past information found in Wikipedia pages.
The WikiKG90Mv2 is a knowledge graph built from relations found in Wikidata. It contains 91,230,610 nodes, corresponding to different entities in the knowledge base, and 601,062,811 directed edges, corresponding to relations between the entitites. There are in total 1,387 unique relations and each edge in the graph corresponds to one of these relations. If we re-use the example found in the dataset description, there is an edge (relation) of type citizen of from the node (entity) Geoffrey Hinton to the node (entity) Canada. In the raw data the entities and relations are only identified with a unique id number, but the dataset also comes with textual names and short descriptions of all entitites and relations.
We will make use of the GraphFrames package in order to efficiently work with the graph. GraphFrames allows operation that work directly on the network representation and on Dataframes containing all nodes and edges. We will utilize this dual-representation throughout the project.
Motif mining
Motifs are (typically small) reocurring subgraphs in some larger graph. The occurence of such patterns is often interesting to study in order to study the larger graph. An incredibly simple motif would be that of just two nodes connected by an edge, (A) --> (B). If we count the number of times this motif occurs in a graph we will surely end up with just the number of edges in the graph (not very interesting). If we instead think of a motif corresponding to directed cycles of some length \(n\) ((A) --> (B) --> ... --> (A)), finding the occurences of these motifs in the graph is far more interesting. As will be shown throughout our notebooks, many tasks can be tackled by methods that use motif mining at its core. This type of data mining can give valueable insights about the knowledge graph and its entities.
The problem of finding motifs has been well studied in the scientific litterature (see for example and). GraphFrames comes with its own efficient implementation of motif finding through the find method. This method takes as input a string describing the motif pattern to be found. For example graph.find("(a)-[r]->(b)") looks for all edges and returns a dataframe with the different values of a, b and r found.
This notebook
This first notebook describes how we load the data from a server into the databricks distributed file storage. The full dataset is stored as a zip-file so we then have to extract it and locate the files of interest.
import org.apache.spark.ml._
import org.apache.spark.ml.feature._
import org.apache.spark.sql.DataFrame
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import org.apache.spark.ml._
import org.apache.spark.ml.feature._
import org.apache.spark.sql.DataFrame
import org.graphframes.GraphFrame
import org.apache.spark.sql.functions._
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
import java.net.URL
import java.io.File
import org.apache.commons.io.FileUtils
// Copy dataset from the server where it is stored
FileUtils.copyURLToFile(new URL("http://snap.stanford.edu/ogb/data/linkproppred/wikikg-v2.zip"), new File("/tmp/wikikg-v2.zip"))
ls /tmp/
unzip /tmp/wikikg-v2.zip
cp -r file:///databricks/driver/wikikg-v2 dbfs:///wikikg-v2
res1: Boolean = true
val df = spark.read.option("sep", ",").csv("dbfs:///wikikg-v2/original/train_2015.csv.gz")
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
df.take(3)
res1: Array[org.apache.spark.sql.Row] = Array([Q8016027,P166,Q12177413], [Q6986100,P106,Q82955], [Q231256,P31,Q5])
display(df)
| _c0 | _c1 | _c2 |
|---|---|---|
| Q8016027 | P166 | Q12177413 |
| Q6986100 | P106 | Q82955 |
| Q231256 | P31 | Q5 |
| Q14086213 | P27 | Q29 |
| Q4134811 | P31 | Q16521 |
| Q1396316 | P27 | Q30 |
| Q15378563 | P106 | Q1281618 |
| Q16205843 | P31 | Q5 |
| Q16661298 | P21 | Q6581097 |
| Q4662361 | P21 | Q6581097 |
| Q966926 | P161 | Q1520157 |
| Q3067464 | P1412 | Q397 |
| Q6309309 | P106 | Q2526255 |
| Q3447470 | P47 | Q3451352 |
| Q7736291 | P57 | Q1526143 |
| Q19317886 | P180 | Q20460 |
| Q977232 | P735 | Q19819760 |
| Q515552 | P1344 | Q840654 |
| Q5939586 | P735 | Q2190619 |
| Q16854393 | P31 | Q5 |
| Q7730688 | P264 | Q202585 |
| Q548803 | P21 | Q6581097 |
| Q2964983 | P31 | Q5 |
| Q825080 | P21 | Q6581097 |
| Q5337564 | P21 | Q6581097 |
| Q508214 | P21 | Q6581097 |
| Q7880918 | P106 | Q82955 |
| Q630446 | P463 | Q674715 |
| Q9652 | P17 | Q30 |
| Q2076002 | P20 | Q370131 |
| Q3166748 | P39 | Q3044918 |
| Q4466355 | P171 | Q4479361 |
| Q16007300 | P27 | Q183 |
| Q10284786 | P21 | Q6581097 |
| Q774732 | P495 | Q30 |
| Q5497015 | P31 | Q5 |
| Q11716562 | P735 | Q1679656 |
| Q3417253 | P735 | Q18186323 |
| Q1688718 | P641 | Q32112 |
| Q2306219 | P31 | Q34442 |
| Q10647157 | P105 | Q34740 |
| Q7316144 | P264 | Q6693968 |
| Q17610406 | P31 | Q4167836 |
| Q1218313 | P161 | Q727086 |
| Q6513697 | P69 | Q7895785 |
| Q6418548 | P50 | Q931105 |
| Q1059119 | P155 | Q744320 |
| Q7788716 | P31 | Q5 |
| Q780951 | P144 | Q655296 |
| Q5232826 | P108 | Q49210 |
| Q3158937 | P27 | Q142 |
| Q835566 | P463 | Q684415 |
| Q4755089 | P735 | Q18177321 |
| Q2285451 | P21 | Q6581097 |
| Q8073207 | P155 | Q5979066 |
| Q3991336 | P272 | Q179200 |
| Q1351354 | P735 | Q15277251 |
| Q15132021 | P166 | Q178473 |
| Q2637771 | P735 | Q18105736 |
| Q16137 | P150 | Q101628 |
| Q19009324 | P31 | Q79007 |
| Q172696 | P17 | Q159 |
| Q5180906 | P735 | Q2671794 |
| Q3178861 | P735 | Q2563703 |
| Q504421 | P27 | Q145 |
| Q4131195 | P166 | Q185493 |
| Q943194 | P54 | Q81888 |
| Q3623735 | P161 | Q3972409 |
| Q9303561 | P21 | Q6581072 |
| Q3920445 | P54 | Q5324397 |
| Q558817 | P27 | Q183 |
| Q17345057 | P669 | Q19639657 |
| Q5932255 | P69 | Q1247373 |
| Q6370576 | P21 | Q6581097 |
| Q3520331 | P161 | Q2959515 |
| Q3704450 | P161 | Q2323644 |
| Q508335 | P106 | Q482980 |
| Q5294185 | P607 | Q362 |
| Q4722203 | P31 | Q5 |
| Q1511958 | P27 | Q183 |
| Q4316095 | P31 | Q5 |
| Q3418881 | P54 | Q192890 |
| Q865986 | P31 | Q5 |
| Q1794279 | P31 | Q5 |
| Q3502702 | P161 | Q2818919 |
| Q3521026 | P31 | Q24862 |
| Q3918700 | P19 | Q2280 |
| Q9389678 | P735 | Q16282870 |
| Q3260285 | P19 | Q1479 |
| Q5701959 | P106 | Q12912932 |
| Q5920916 | P69 | Q49088 |
| Q1587600 | P735 | Q1587364 |
| Q3876042 | P27 | Q145 |
| Q17113349 | P102 | Q190219 |
| Q2234084 | P105 | Q34740 |
| Q7407726 | P27 | Q664 |
| Q698967 | P166 | Q16787486 |
| Q14913235 | P682 | Q14818120 |
| Q3174252 | P106 | Q11063 |
| Q1648793 | P106 | Q4964182 |
| Q17610634 | P276 | Q937679 |
| Q1874649 | P39 | Q18887908 |
| Q2049982 | P106 | Q33999 |
| Q6828159 | P69 | Q458393 |
| Q737544 | P31 | Q3863 |
| Q6406769 | P19 | Q1741 |
| Q101976 | P106 | Q177220 |
| Q4908234 | P21 | Q6581097 |
| Q4795427 | P21 | Q6581097 |
| Q119477 | P106 | Q4964182 |
| Q2756109 | P27 | Q142 |
| Q2000255 | P123 | Q861799 |
| Q4783363 | P123 | Q122741 |
| Q1291457 | P19 | Q47611 |
| Q6197083 | P19 | Q2559651 |
| Q1055332 | P136 | Q2975633 |
| Q5649107 | P19 | Q54349 |
| Q2166440 | P19 | Q1874 |
| Q18638756 | P735 | Q923 |
| Q3986885 | P495 | Q30 |
| Q17291504 | P669 | Q2681969 |
| Q1486 | P190 | Q174 |
| Q1374461 | P54 | Q729560 |
| Q6250566 | P19 | Q18125 |
| Q560613 | P106 | Q49757 |
| Q2174633 | P47 | Q3452571 |
| Q5544717 | P106 | Q81096 |
| Q5658939 | P106 | Q937857 |
| Q6457069 | P61 | Q983620 |
| Q11084438 | P17 | Q148 |
| Q15971283 | P27 | Q222 |
| Q17395516 | P276 | Q2694686 |
| Q11364927 | P734 | Q16877751 |
| Q18121831 | P31 | Q4167836 |
| Q2922552 | P31 | Q24862 |
| Q2390657 | P31 | Q5 |
| Q11977111 | P735 | Q6979750 |
| Q725452 | P54 | Q1056948 |
| Q3084069 | P106 | Q639669 |
| Q328074 | P106 | Q33999 |
| Q17341508 | P186 | Q287 |
| Q19248873 | P156 | Q19248875 |
| Q6205678 | P106 | Q860918 |
| Q275637 | P27 | Q794 |
| Q3159906 | P735 | Q941049 |
| Q6247971 | P106 | Q42973 |
| Q207265 | P17 | Q213 |
| Q1468927 | P27 | Q29 |
| Q4422738 | P31 | Q5 |
| Q4661693 | P123 | Q671855 |
| Q3039230 | P31 | Q783794 |
| Q6646324 | P155 | Q5007829 |
| Q7052677 | P106 | Q6625963 |
| Q1449121 | P21 | Q6581097 |
| Q1609104 | P166 | Q17412908 |
| Q1305581 | P106 | Q2306091 |
| Q124102 | P19 | Q78 |
| Q16983652 | P21 | Q6581097 |
| Q1079353 | P19 | Q240071 |
| Q15071428 | P136 | Q1344 |
| Q17594823 | P131 | Q1101 |
| Q9353218 | P31 | Q5 |
| Q16552876 | P31 | Q15416 |
| Q4739661 | P21 | Q6581072 |
| Q6488439 | P161 | Q4901125 |
| Q1199120 | P150 | Q10864925 |
| Q1582596 | P19 | Q554051 |
| Q15993231 | P106 | Q40348 |
| Q11622672 | P31 | Q5 |
| Q3526704 | P106 | Q82955 |
| Q163898 | P58 | Q1356749 |
| Q3275776 | P136 | Q179700 |
| Q525301 | P27 | Q36 |
| Q216750 | P20 | Q100 |
| Q16988469 | P106 | Q330679 |
| Q15431276 | P166 | Q10905276 |
| Q7457298 | P344 | Q3057187 |
| Q76125 | P19 | Q1794 |
| Q6648 | P31 | Q577 |
| Q1438771 | P19 | Q268219 |
| Q17397396 | P669 | Q18956977 |
| Q944922 | P21 | Q6581097 |
| Q78475 | P20 | Q1741 |
| Q8263992 | P106 | Q43845 |
| Q231904 | P31 | Q484170 |
| Q1797274 | P31 | Q1149652 |
| Q16221351 | P21 | Q6581097 |
| Q648663 | P196 | Q2179 |
| Q4919349 | P175 | Q469901 |
| Q7041772 | P57 | Q2582445 |
| Q731938 | P31 | Q783794 |
| Q741624 | P31 | Q5 |
| Q91413 | P47 | Q82704 |
| Q2965386 | P106 | Q13415036 |
| Q1200098 | P39 | Q29182 |
| Q19255461 | P131 | Q1025079 |
| Q5407804 | P735 | Q545971 |
| Q1599704 | P21 | Q6581097 |
| Q9221193 | P31 | Q4167836 |
| Q733722 | P162 | Q925604 |
| Q7620527 | P108 | Q174710 |
| Q6459314 | P137 | Q1092839 |
| Q17446036 | P669 | Q18951829 |
| Q827351 | P106 | Q82955 |
| Q1603600 | P27 | Q40 |
| Q19358358 | P607 | Q362 |
| Q1630416 | P156 | Q3468482 |
| Q2645470 | P735 | Q3480335 |
| Q14519610 | P20 | Q84125 |
| Q4513020 | P21 | Q6581097 |
| Q12165429 | P735 | Q830350 |
| Q686132 | P197 | Q657879 |
| Q3852094 | P106 | Q2004963 |
| Q2888251 | P195 | Q3329787 |
| Q4017905 | P27 | Q38 |
| Q363400 | P106 | Q28389 |
| Q5672439 | P27 | Q145 |
| Q6221909 | P108 | Q210175 |
| Q1530053 | P161 | Q1243049 |
| Q969302 | P735 | Q16799105 |
| Q17811548 | P735 | Q2260734 |
| Q438272 | P161 | Q3315571 |
| Q17319464 | P669 | Q19293809 |
| Q1904546 | P106 | Q11774891 |
| Q1361315 | P106 | Q937857 |
| Q69060 | P31 | Q748149 |
| Q11461955 | P102 | Q232595 |
| Q17373950 | P1435 | Q916333 |
| Q128434 | P735 | Q18534268 |
| Q1357974 | P735 | Q18028491 |
| Q99270 | P102 | Q7320 |
| Q3099087 | P20 | Q90 |
| Q5078636 | P106 | Q193391 |
| Q1066528 | P1412 | Q150 |
| Q1683377 | P106 | Q2306091 |
| Q265641 | P21 | Q6581072 |
| Q3142763 | P31 | Q5 |
| Q17120059 | P31 | Q5 |
| Q2504707 | P735 | Q18515951 |
| Q15193 | P166 | Q15831432 |
| Q682102 | P65 | Q191684 |
| Q291906 | P735 | Q391321 |
| Q3523004 | P161 | Q3122043 |
| Q7575854 | P161 | Q7920794 |
| Q742370 | P20 | Q259497 |
| Q2326570 | P54 | Q1974241 |
| Q15427472 | P161 | Q1521718 |
| Q16106519 | P21 | Q6581097 |
| Q566094 | P1412 | Q188 |
| Q16264118 | P19 | Q80011 |
| Q11728505 | P21 | Q6581097 |
| Q3544837 | P31 | Q5 |
| Q17464572 | P1435 | Q916333 |
| Q121203 | P17 | Q843 |
| Q2597650 | P86 | Q494596 |
| Q2384009 | P19 | Q146530 |
| Q3262309 | P27 | Q142 |
| Q4746747 | P106 | Q19595175 |
| Q478841 | P47 | Q477575 |
| Q3807782 | P735 | Q18609696 |
| Q7306161 | P155 | Q4597077 |
| Q788536 | P105 | Q35409 |
| Q1343410 | P150 | Q11060628 |
| Q1224020 | P106 | Q1234713 |
| Q7323977 | P21 | Q6581097 |
| Q18666175 | P360 | Q5 |
| Q11328839 | P264 | Q1062659 |
| Q150939 | P17 | Q20 |
| Q325621 | P57 | Q960868 |
| Q4023328 | P734 | Q17041572 |
| Q5233147 | P31 | Q5 |
| Q7759503 | P155 | Q7318993 |
| Q1758653 | P19 | Q2865 |
| Q701977 | P272 | Q122865 |
| Q95394 | P27 | Q183 |
| Q9648 | P85 | Q40807 |
| Q14537090 | P31 | Q13406463 |
| Q3814258 | P106 | Q674426 |
| Q15992967 | P735 | Q15921732 |
| Q2263892 | P61 | Q3849346 |
| Q17542119 | P27 | Q142 |
| Q16025645 | P39 | Q382617 |
| Q823819 | P21 | Q6581097 |
| Q7860058 | P106 | Q33999 |
| Q82644 | P47 | Q103244 |
| Q6170242 | P39 | Q18524027 |
| Q359568 | P463 | Q83172 |
| Q1262649 | P463 | Q320642 |
| Q5399381 | P735 | Q1474085 |
| Q14133684 | P17 | Q148 |
| Q6525755 | P27 | Q16 |
| Q1894107 | P27 | Q183 |
| Q1629775 | P27 | Q183 |
| Q1398238 | P735 | Q220546 |
| Q13426472 | P131 | Q13415446 |
| Q19247919 | P156 | Q19247920 |
| Q3903206 | P735 | Q3903143 |
| Q3588560 | P735 | Q13426635 |
| Q15446966 | P106 | Q36834 |
| Q6097775 | P106 | Q937857 |
| Q5254991 | P106 | Q33999 |
| Q818132 | P20 | Q139427 |
| Q1626597 | P287 | Q15112244 |
| Q2613276 | P155 | Q6420067 |
| Q2351637 | P19 | Q28441 |
| Q116480 | P31 | Q506240 |
| Q6027756 | P31 | Q783794 |
| Q11533372 | P734 | Q4342082 |
| Q499613 | P97 | Q521109 |
| Q1426 | P1344 | Q8558 |
| Q5730360 | P31 | Q5 |
| Q4800264 | P108 | Q129421 |
| Q249665 | P31 | Q484170 |
| Q1724331 | P150 | Q860644 |
| Q1197991 | P150 | Q14342442 |
| Q3766136 | P106 | Q42973 |
| Q9388019 | P166 | Q15715250 |
| Q1037672 | P166 | Q705153 |
| Q5563183 | P106 | Q82955 |
| Q1111239 | P21 | Q6581097 |
| Q616023 | P19 | Q1486 |
| Q17291276 | P17 | Q55 |
| Q7348773 | P106 | Q82955 |
| Q18882921 | P816 | Q18882866 |
| Q2572455 | P19 | Q2833 |
| Q3613084 | P155 | Q3824028 |
| Q149126 | P155 | Q6423276 |
| Q596209 | P27 | Q142 |
| Q279418 | P21 | Q6581072 |
| Q3709228 | P131 | Q494192 |
| Q4307556 | P19 | Q997029 |
| Q4656085 | P840 | Q84 |
| Q1584631 | P39 | Q17521638 |
| Q372013 | P21 | Q6581097 |
| Q889831 | P31 | Q5 |
| Q1745654 | P21 | Q6581097 |
| Q109783 | P106 | Q81096 |
| Q1605886 | P6 | Q14033950 |
| Q403878 | P735 | Q1173883 |
| Q5163513 | P735 | Q679755 |
| Q7340283 | P21 | Q6581097 |
| Q18177861 | P170 | Q148475 |
| Q1478712 | P31 | Q34442 |
| Q19404255 | P138 | Q131219 |
| Q375068 | P40 | Q1337618 |
| Q1181198 | P676 | Q1744 |
| Q1884989 | P106 | Q82955 |
| Q3081458 | P27 | Q142 |
| Q132901 | P61 | Q11821 |
| Q1391931 | P937 | Q2795 |
| Q4059527 | P31 | Q5 |
| Q1359405 | P19 | Q37320 |
| Q5370568 | P155 | Q7760164 |
| Q208359 | P21 | Q6581097 |
| Q19912648 | P31 | Q3305213 |
| Q906411 | P31 | Q123705 |
| Q13423282 | P31 | Q3464665 |
| Q3804432 | P106 | Q937857 |
| Q7237271 | P106 | Q2526255 |
| Q17604628 | P131 | Q9822 |
| Q4364374 | P272 | Q179200 |
| Q3960601 | P69 | Q168756 |
| Q819749 | P31 | Q5 |
| Q17319044 | P31 | Q5 |
| Q10930013 | P131 | Q1196382 |
| Q15989863 | P27 | Q664 |
| Q720009 | P27 | Q30 |
| Q3048716 | P166 | Q12201378 |
| Q10786394 | P105 | Q34740 |
| Q1527178 | P31 | Q5 |
| Q120041 | P27 | Q183 |
| Q14075875 | P31 | Q5 |
| Q2423299 | P106 | Q189290 |
| Q10320251 | P21 | Q6581072 |
| Q155079 | P31 | Q5 |
| Q1603068 | P364 | Q1860 |
| Q1731462 | P19 | Q671781 |
| Q2150454 | P400 | Q188642 |
| Q1351098 | P19 | Q53896 |
| Q3012302 | P641 | Q542 |
| Q664009 | P527 | Q12887 |
| Q3046920 | P908 | Q14915512 |
| Q15069394 | P31 | Q5 |
| Q17301153 | P17 | Q55 |
| Q13571305 | P1383 | Q2716879 |
| Q17499932 | P161 | Q1399112 |
| Q506414 | P20 | Q495 |
| Q99288 | P21 | Q6581097 |
| Q18769445 | P527 | Q17461811 |
| Q16232245 | P31 | Q5 |
| Q4668973 | P39 | Q18691526 |
| Q988388 | P31 | Q3957 |
| Q2276063 | P264 | Q1430474 |
| Q5661768 | P31 | Q5 |
| Q7472016 | P31 | Q3863 |
| Q1237655 | P39 | Q29182 |
| Q318017 | P9 | Q3850456 |
| Q1397830 | P150 | Q22210 |
| Q2647423 | P106 | Q1930187 |
| Q1462855 | P102 | Q455038 |
| Q2327467 | P19 | Q6596 |
| Q3090678 | P22 | Q1890878 |
| Q3133282 | P131 | Q494011 |
| Q2321113 | P197 | Q2059086 |
| Q5006455 | P69 | Q13371 |
| Q1110084 | P31 | Q226730 |
| Q6218956 | P106 | Q2066131 |
| Q1849651 | P138 | Q2786563 |
| Q443067 | P27 | Q16 |
| Q17173279 | P19 | Q3616 |
| Q7009812 | P155 | Q7534753 |
| Q946349 | P31 | Q5 |
| Q2373513 | P39 | Q19360355 |
| Q6132938 | P735 | Q677191 |
| Q543710 | P27 | Q183 |
| Q27504 | P31 | Q5 |
| Q3010810 | P276 | Q2796641 |
| Q467927 | P734 | Q15080511 |
| Q14655016 | P106 | Q33999 |
| Q4001087 | P272 | Q3614072 |
| Q782490 | P155 | Q637139 |
| Q15982647 | P463 | Q618537 |
| Q5497133 | P106 | Q1930187 |
| Q28740 | P509 | Q188874 |
| Q7755958 | P449 | Q216108 |
| Q1203831 | P161 | Q1364909 |
| Q4813173 | P31 | Q14762205 |
| Q3484349 | P21 | Q6581097 |
| Q3492843 | P286 | Q7299749 |
| Q2924930 | P54 | Q298267 |
| Q736695 | P161 | Q3380016 |
| Q891363 | P20 | Q255802 |
| Q952045 | P106 | Q1281618 |
| Q2562617 | P106 | Q211346 |
| Q18334968 | P735 | Q1985538 |
| Q3294004 | P106 | Q1930187 |
| Q1326980 | P19 | Q2807 |
| Q2293972 | P915 | Q65 |
| Q4514816 | P31 | Q5 |
| Q5944753 | P27 | Q29 |
| Q7638177 | P264 | Q917561 |
| Q670245 | P31 | Q484170 |
| Q108666 | P740 | Q84 |
| Q6787306 | P27 | Q258 |
| Q1675399 | P156 | Q1634438 |
| Q1863550 | P735 | Q1795088 |
| Q71790 | P31 | Q5 |
| Q7621505 | P175 | Q259429 |
| Q17306266 | P641 | Q5372 |
| Q6110588 | P735 | Q18028597 |
| Q456467 | P161 | Q470260 |
| Q2856948 | P495 | Q142 |
| Q106730 | P20 | Q496056 |
| Q260344 | P21 | Q6581072 |
| Q392696 | P162 | Q59259 |
| Q6172174 | P31 | Q5 |
| Q826906 | P27 | Q183 |
| Q3080822 | P106 | Q36180 |
| Q4329399 | P161 | Q106743 |
| Q2052882 | P734 | Q1688722 |
| Q1165070 | P31 | Q484170 |
| Q5267608 | P20 | Q40738 |
| Q364635 | P27 | Q183 |
| Q2562063 | P106 | Q3387717 |
| Q17597620 | P1435 | Q916333 |
| Q3588330 | P27 | Q142 |
| Q16210084 | P735 | Q4925477 |
| Q18844876 | P279 | Q725 |
| Q5298546 | P69 | Q1399299 |
| Q15710824 | P467 | Q2458227 |
| Q1200481 | P31 | Q1289426 |
| Q2982896 | P31 | Q483453 |
| Q980257 | P161 | Q719529 |
| Q98605 | P31 | Q5 |
| Q10436799 | P735 | Q18402099 |
| Q172381 | P735 | Q4927589 |
| Q1412278 | P84 | Q12174873 |
| Q12012136 | P735 | Q8079337 |
| Q1068361 | P31 | Q43183 |
| Q3099503 | P735 | Q19793321 |
| Q616668 | P131 | Q1725768 |
| Q12890820 | P31 | Q5 |
| Q2897825 | P31 | Q5 |
| Q1561551 | P19 | Q4120832 |
| Q7794480 | P31 | Q5 |
| Q15436770 | P27 | Q183 |
| Q16979881 | P27 | Q145 |
| Q251931 | P500 | Q42880 |
| Q2003245 | P47 | Q1001647 |
| Q5389676 | P21 | Q6581097 |
| Q17610179 | P156 | Q17610330 |
| Q167540 | P735 | Q14371254 |
| Q716134 | P31 | Q5 |
| Q92937 | P31 | Q5 |
| Q708788 | P27 | Q183 |
| Q1072227 | P21 | Q6581097 |
| Q1453347 | P31 | Q5 |
| Q363049 | P106 | Q2526255 |
| Q1788523 | P27 | Q183 |
| Q1097677 | P106 | Q2066131 |
| Q1618378 | P31 | Q5 |
| Q4772624 | P21 | Q6581097 |
| Q796898 | P279 | Q1022125 |
| Q7597634 | P735 | Q17862013 |
| Q13945591 | P31 | Q12808966 |
| Q17491796 | P31 | Q3305213 |
| Q6137778 | P735 | Q677191 |
| Q1365502 | P19 | Q3777 |
| Q14240356 | P27 | Q183 |
| Q2371597 | P131 | Q235297 |
| Q362790 | P21 | Q6581097 |
| Q1581704 | P734 | Q8157228 |
| Q3767701 | P21 | Q6581097 |
| Q1756968 | P131 | Q302778 |
| Q4643245 | P179 | Q2744 |
| Q1468795 | P31 | Q5 |
| Q372888 | P1066 | Q658109 |
| Q2159505 | P735 | Q13564349 |
| Q3142278 | P437 | Q633454 |
| Q2078606 | P54 | Q170703 |
| Q15456735 | P27 | Q183 |
| Q4773154 | P31 | Q5 |
| Q3610189 | P21 | Q6581097 |
| Q18619597 | P186 | Q4259259 |
| Q1432671 | P31 | Q11424 |
| Q6184062 | P119 | Q252312 |
| Q1637939 | P161 | Q230424 |
| Q15073944 | P971 | Q516405 |
| Q1901634 | P108 | Q154804 |
| Q3588525 | P119 | Q1092107 |
| Q365909 | P108 | Q186285 |
| Q1613120 | P108 | Q152171 |
| Q3809209 | P108 | Q49112 |
| Q7034144 | P31 | Q16521 |
| Q152480 | P27 | Q28 |
| Q11779798 | P27 | Q36 |
| Q1909669 | P102 | Q49768 |
| Q5553032 | P31 | Q5 |
| Q4143281 | P131 | Q7677 |
| Q3959252 | P31 | Q5 |
| Q5928071 | P31 | Q5 |
| Q10513187 | P21 | Q6581097 |
| Q16225870 | P735 | Q18245781 |
| Q18352608 | P108 | Q622664 |
| Q1315907 | P495 | Q30 |
| Q2993591 | P20 | Q157246 |
| Q10401493 | P31 | Q16521 |
| Q1612701 | P735 | Q1158570 |
| Q267106 | P1344 | Q8415 |
| Q5543762 | P69 | Q7055270 |
| Q2790698 | P31 | Q641226 |
| Q6251982 | P21 | Q6581097 |
| Q526300 | P54 | Q19593 |
| Q18402350 | P106 | Q486748 |
| Q5361279 | P27 | Q30 |
| Q1023602 | P17 | Q142 |
| Q12351891 | P1412 | Q143 |
| Q729416 | P31 | Q482994 |
| Q69792 | P19 | Q1726 |
| Q335059 | P937 | Q646980 |
| Q378893 | P27 | Q739 |
| Q10354246 | P31 | Q5 |
| Q2130002 | P47 | Q1300392 |
| Q3026655 | P106 | Q14089670 |
| Q19359691 | P361 | Q19220658 |
| Q1650174 | P27 | Q30 |
| Q321122 | P69 | Q258464 |
| Q6519747 | P69 | Q219563 |
| Q6790850 | P31 | Q5 |
| Q191156 | P105 | Q334460 |
| Q3243531 | P21 | Q6581072 |
| Q19655965 | P138 | Q150747 |
| Q1554558 | P27 | Q145 |
| Q586589 | P162 | Q6758665 |
| Q879932 | P735 | Q364753 |
| Q1512168 | P161 | Q234581 |
| Q2285321 | P21 | Q6581072 |
| Q1717030 | P39 | Q17344251 |
| Q433728 | P69 | Q258464 |
| Q2355147 | P31 | Q34442 |
| Q2875177 | P9 | Q13427665 |
| Q14129509 | P27 | Q29 |
| Q1126256 | P150 | Q2113624 |
| Q361550 | P27 | Q183 |
| Q3633077 | P161 | Q6807665 |
| Q14077770 | P364 | Q1860 |
| Q17099809 | P21 | Q6581097 |
| Q2813614 | P166 | Q2547676 |
| Q18758936 | P360 | Q5 |
| Q19242427 | P155 | Q19242425 |
| Q879921 | P27 | Q30 |
| Q45250 | P166 | Q16336085 |
| Q556844 | P21 | Q6581072 |
| Q11445861 | P39 | Q17506823 |
| Q19468639 | P17 | Q55 |
| Q1724511 | P150 | Q200041 |
| Q1318697 | P105 | Q34740 |
| Q4864032 | P54 | Q849315 |
| Q16266468 | P155 | Q16746473 |
| Q3278502 | P17 | Q142 |
| Q333808 | P20 | Q320378 |
| Q745505 | P19 | Q326879 |
| Q10857434 | P39 | Q19803234 |
| Q93023 | P106 | Q36180 |
| Q1176842 | P178 | Q1889419 |
| Q2945030 | P123 | Q1371744 |
| Q254243 | P31 | Q484170 |
| Q3260689 | P166 | Q11593374 |
| Q5986988 | P54 | Q1128631 |
| Q18774690 | P17 | Q55 |
| Q787672 | P106 | Q639669 |
| Q156300 | P509 | Q12152 |
| Q1746124 | P735 | Q4927128 |
| Q1536603 | P361 | Q2239885 |
| Q4123384 | P27 | Q159 |
| Q14945515 | P31 | Q5 |
| Q4919827 | P69 | Q486156 |
| Q2900832 | P641 | Q542 |
| Q123846 | P27 | Q183 |
| Q5082576 | P69 | Q1149089 |
| Q2652245 | P21 | Q6581097 |
| Q265050 | P17 | Q17 |
| Q3092343 | P19 | Q90 |
| Q6534502 | P682 | Q14878786 |
| Q1620131 | P19 | Q497200 |
| Q2154721 | P31 | Q5 |
| Q8057631 | P361 | Q1658029 |
| Q18147747 | P527 | Q325648 |
| Q6883161 | P159 | Q35765 |
| Q599510 | P279 | Q862597 |
| Q3247743 | P161 | Q2929411 |
| Q3361 | P150 | Q836607 |
| Q4766504 | P735 | Q558067 |
| Q2915712 | P31 | Q188509 |
| Q3791066 | P161 | Q1179412 |
| Q5820724 | P21 | Q6581097 |
| Q11379 | P279 | Q35120 |
| Q764578 | P22 | Q573424 |
| Q1587049 | P108 | Q32120 |
| Q1432423 | P27 | Q183 |
| Q1544298 | P108 | Q122453 |
| Q3387066 | P21 | Q6581097 |
| Q12771789 | P21 | Q6581097 |
| Q110146 | P1344 | Q8558 |
| Q12176843 | P735 | Q617272 |
| Q7441460 | P27 | Q30 |
| Q13815768 | P106 | Q855091 |
| Q7287753 | P106 | Q16145150 |
| Q3545150 | P19 | Q11434728 |
| Q1298397 | P527 | Q19273492 |
| Q114172 | P106 | Q36180 |
| Q7980788 | P175 | Q7729259 |
| Q3767590 | P106 | Q201788 |
| Q3349229 | P21 | Q6581072 |
| Q530033 | P106 | Q937857 |
| Q17334994 | P1204 | Q1693 |
| Q49351 | P119 | Q1574424 |
| Q3204923 | P161 | Q3085009 |
| Q11512722 | P156 | Q11449940 |
| Q584535 | P54 | Q912247 |
| Q395755 | P19 | Q2044 |
| Q275960 | P86 | Q2121109 |
| Q7350769 | P21 | Q6581097 |
| Q1222145 | P166 | Q10905334 |
| Q3090265 | P1343 | Q17166797 |
| Q7612227 | P19 | Q128114 |
| Q3521378 | P735 | Q19803513 |
| Q309459 | P31 | Q11424 |
| Q2486115 | P17 | Q30 |
| Q1356727 | P19 | Q1489 |
| Q6186526 | P735 | Q2227398 |
| Q3002796 | P31 | Q5 |
| Q3823896 | P58 | Q1343394 |
| Q4792831 | P27 | Q16 |
| Q4306855 | P19 | Q898 |
| Q418099 | P735 | Q4700926 |
| Q5088940 | P264 | Q183387 |
| Q109290 | P108 | Q681250 |
| Q3452529 | P17 | Q142 |
| Q1989101 | P69 | Q215539 |
| Q1227732 | P31 | Q5 |
| Q4483063 | P735 | Q15731576 |
| Q5483119 | P1344 | Q8544 |
| Q1516684 | P31 | Q3918 |
| Q1852242 | P21 | Q6581097 |
| Q138591 | P21 | Q6581097 |
| Q4087615 | P27 | Q30 |
| Q6709245 | P27 | Q30 |
| Q14910640 | P31 | Q16521 |
| Q325973 | P20 | Q220 |
| Q4275847 | P21 | Q6581097 |
| Q21376 | P131 | Q2150573 |
| Q723491 | P175 | Q286596 |
| Q799817 | P39 | Q29182 |
| Q5081265 | P21 | Q6581097 |
| Q3309191 | P27 | Q142 |
| Q1961283 | P27 | Q142 |
| Q199644 | P21 | Q6581097 |
| Q763242 | P19 | Q625091 |
| Q4666319 | P21 | Q6581097 |
| Q232789 | P54 | Q2739 |
| Q5112591 | P31 | Q659103 |
| Q660030 | P17 | Q142 |
| Q6461262 | P196 | Q2179 |
| Q591809 | P39 | Q29182 |
| Q5776365 | P156 | Q5776449 |
| Q3169038 | P171 | Q140435 |
| Q4138699 | P27 | Q41 |
| Q1520732 | P161 | Q93957 |
| Q3083977 | P1412 | Q397 |
| Q2040986 | P105 | Q7432 |
| Q18710362 | P171 | Q6544822 |
| Q3127840 | P735 | Q668885 |
| Q6242151 | P21 | Q6581097 |
| Q12022481 | P19 | Q270704 |
| Q41079 | P150 | Q571219 |
| Q1578559 | P21 | Q6581097 |
| Q6124922 | P27 | Q30 |
| Q11884465 | P21 | Q6581097 |
| Q17495989 | P186 | Q4259259 |
| Q1505686 | P102 | Q49763 |
| Q123057 | P735 | Q19264720 |
| Q3236684 | P69 | Q3047595 |
| Q5518466 | P31 | Q482994 |
| Q111258 | P21 | Q6581097 |
| Q7340315 | P21 | Q6581097 |
| Q14634026 | P162 | Q1522276 |
| Q3158480 | P27 | Q142 |
| Q1578490 | P106 | Q635734 |
| Q3384862 | P937 | Q90 |
| Q1212630 | P161 | Q2004024 |
| Q15040646 | P176 | Q463261 |
| Q16097054 | P21 | Q6581097 |
| Q5448544 | P54 | Q371136 |
| Q7082998 | P106 | Q82955 |
| Q1862750 | P735 | Q2658970 |
| Q5708659 | P264 | Q557632 |
| Q1912743 | P21 | Q6581097 |
| Q76624 | P21 | Q6581097 |
| Q12286383 | P161 | Q12279836 |
| Q3839964 | P27 | Q38 |
| Q14512358 | P31 | Q16521 |
| Q807487 | P106 | Q13365117 |
| Q2865080 | P31 | Q5 |
| Q627861 | P156 | Q712744 |
| Q3105726 | P735 | Q1675463 |
| Q1440286 | P31 | Q5 |
| Q2410737 | P197 | Q2229953 |
| Q17490971 | P186 | Q296955 |
| Q392783 | P161 | Q235278 |
| Q904686 | P21 | Q6581072 |
| Q1579823 | P31 | Q5 |
| Q351426 | P31 | Q5 |
| Q1727278 | P131 | Q701072 |
| Q641445 | P17 | Q35 |
| Q517824 | P21 | Q6581097 |
| Q2061133 | P106 | Q42603 |
| Q3068 | P150 | Q653380 |
| Q7688610 | P400 | Q23882 |
| Q4864522 | P54 | Q205033 |
| Q9001319 | P509 | Q29496 |
| Q5152881 | P155 | Q7755601 |
| Q1668661 | P31 | Q5 |
| Q2436828 | P17 | Q30 |
| Q3776054 | P161 | Q289020 |
| Q1705061 | P21 | Q6581097 |
| Q5726326 | P19 | Q861627 |
| Q7135261 | P27 | Q668 |
| Q18211541 | P735 | Q2102316 |
| Q19243435 | P31 | Q21199 |
| Q232323 | P53 | Q852111 |
| Q3059538 | P106 | Q42973 |
| Q4164772 | P166 | Q403569 |
| Q5806128 | P106 | Q483501 |
| Q148356 | P65 | Q191684 |
| Q2425611 | P735 | Q18115390 |
| Q4811406 | P27 | Q20 |
| Q5873935 | P31 | Q16521 |
| Q3833180 | P54 | Q1538348 |
| Q718029 | P27 | Q55 |
| Q12353687 | P735 | Q4925623 |
| Q17439083 | P17 | Q55 |
| Q1045289 | P27 | Q38 |
| Q4728548 | P175 | Q254748 |
| Q3726042 | P735 | Q16908530 |
| Q586650 | P106 | Q482980 |
| Q6223036 | P27 | Q408 |
| Q1054560 | P21 | Q6581097 |
| Q1634253 | P735 | Q839387 |
| Q7793136 | P735 | Q18002322 |
| Q5550671 | P607 | Q362 |
| Q1704544 | P20 | Q1715 |
| Q3629978 | P19 | Q174234 |
| Q439776 | P27 | Q884 |
| Q5240782 | P106 | Q12299841 |
| Q1780852 | P19 | Q485253 |
| Q2639899 | P944 | Q13011 |
| Q3706766 | P27 | Q38 |
| Q978042 | P21 | Q6581097 |
| Q55007 | P131 | Q16120 |
| Q495287 | P54 | Q2565016 |
| Q1716692 | P21 | Q6581097 |
| Q3166201 | P21 | Q6581097 |
| Q10856433 | P21 | Q6581097 |
| Q722653 | P54 | Q194116 |
| Q1387025 | P27 | Q30 |
| Q561504 | P106 | Q81096 |
| Q950911 | P106 | Q170790 |
| Q164527 | P17 | Q213 |
| Q143644 | P21 | Q6581097 |
| Q1438437 | P479 | Q178805 |
| Q1022 | P150 | Q727750 |
| Q389355 | P421 | Q6655 |
| Q2093520 | P509 | Q8454 |
| Q5045254 | P131 | Q694 |
| Q3100008 | P413 | Q2270380 |
| Q6272552 | P21 | Q6581097 |
| Q597975 | P27 | Q30 |
| Q2062480 | P21 | Q6581072 |
| Q6943701 | P161 | Q705477 |
| Q1601980 | P21 | Q6581072 |
| Q2097256 | P106 | Q13382576 |
| Q5504856 | P19 | Q124539 |
| Q1085538 | P196 | Q2179 |
| Q1101218 | P106 | Q1028181 |
| Q6846492 | P735 | Q361309 |
| Q696695 | P735 | Q750186 |
| Q2039114 | P20 | Q1741 |
| Q3185034 | P106 | Q783906 |
| Q6239051 | P166 | Q2427600 |
| Q728989 | P178 | Q739711 |
| Q5386205 | P54 | Q1148233 |
| Q24276 | P131 | Q228 |
| Q3441558 | P21 | Q6581097 |
| Q3390565 | P47 | Q3450641 |
| Q4175945 | P156 | Q4175753 |
| Q15427472 | P161 | Q90760 |
| Q7697274 | P31 | Q16521 |
| Q5314616 | P241 | Q1752901 |
| Q11630108 | P175 | Q266852 |
| Q2060744 | P735 | Q2117521 |
| Q19249212 | P155 | Q19249211 |
| Q631546 | P190 | Q566156 |
| Q581128 | P21 | Q6581097 |
| Q573817 | P166 | Q315026 |
| Q6286364 | P735 | Q471788 |
| Q1900652 | P31 | Q5 |
| Q259961 | P27 | Q145 |
| Q1352925 | P21 | Q6581097 |
| Q2481005 | P31 | Q5 |
| Q11550152 | P31 | Q5 |
| Q2307428 | P136 | Q860626 |
| Q1215771 | P106 | Q15059856 |
| Q28003 | P138 | Q981207 |
| Q531718 | P25 | Q269815 |
| Q15432782 | P31 | Q5 |
| Q4009559 | P180 | Q35500 |
| Q11338028 | P264 | Q8194234 |
| Q12795307 | P31 | Q5 |
| Q489111 | P19 | Q2807 |
| Q956947 | P641 | Q328716 |
| Q3340483 | P735 | Q7029481 |
| Q8364922 | P17 | Q20 |
| Q3177608 | P21 | Q6581097 |
| Q13635614 | P19 | Q7880 |
| Q1638132 | P21 | Q6581097 |
| Q8017253 | P21 | Q6581097 |
| Q1147949 | P136 | Q1057172 |
| Q1442905 | P31 | Q5 |
| Q4441393 | P27 | Q212 |
| Q3167699 | P27 | Q142 |
| Q88914 | P20 | Q1741 |
| Q1825280 | P106 | Q1028181 |
| Q3267066 | P106 | Q11774891 |
| Q4953897 | P21 | Q6581097 |
| Q1448741 | P31 | Q5 |
| Q3377600 | P19 | Q3549 |
| Q361297 | P106 | Q2462658 |
| Q1019463 | P166 | Q2727598 |
| Q2486041 | P16 | Q1852230 |
| Q7078743 | P31 | Q134556 |
| Q3838578 | P27 | Q38 |
| Q6907590 | P57 | Q311219 |
| Q7569036 | P364 | Q1860 |
| Q3084582 | P106 | Q250867 |
| Q336912 | P106 | Q42603 |
| Q1174833 | P106 | Q16267607 |
| Q77452 | P131 | Q1165 |
| Q4054640 | P20 | Q9248 |
| Q4061138 | P19 | Q2801 |
| Q5537133 | P31 | Q5 |
| Q5978761 | P175 | Q2248393 |
| Q1726422 | P27 | Q39 |
| Q16217373 | P27 | Q30 |
| Q212642 | P17 | Q142 |
| Q918881 | P17 | Q16 |
| Q17595057 | P31 | Q18762207 |
| Q5372051 | P735 | Q18121477 |
| Q7148414 | P31 | Q571 |
| Q5575620 | P735 | Q18404297 |
| Q5233173 | P106 | Q40348 |
| Q44902 | P27 | Q142 |
| Q6638165 | P156 | Q6641129 |
| Q756861 | P21 | Q6581072 |
| Q5795789 | P106 | Q82955 |
| Q17616366 | P31 | Q41176 |
| Q2285273 | P735 | Q634916 |
| Q2374013 | P31 | Q16970 |
| Q14598336 | P166 | Q17231624 |
| Q3557606 | P40 | Q561201 |
| Q15971609 | P36 | Q19566 |
| Q1458664 | P735 | Q14038597 |
| Q66378 | P17 | Q39 |
| Q5666275 | P31 | Q5 |
| Q5944327 | P21 | Q6581097 |
| Q7562956 | P735 | Q18201529 |
| Q1399879 | P106 | Q11774891 |
| Q2505482 | P127 | Q568743 |
| Q15434159 | P102 | Q49763 |
| Q62125 | P17 | Q183 |
| Q14086244 | P106 | Q82955 |
| Q6792807 | P21 | Q6581097 |
| Q3430946 | P106 | Q17486376 |
| Q1595237 | P31 | Q5 |
| Q362146 | P735 | Q1795260 |
| Q731499 | P741 | Q3039938 |
| Q5362464 | P39 | Q18654736 |
| Q11153932 | P27 | Q399 |
| Q1601853 | P108 | Q1051840 |
| Q1527054 | P735 | Q2190619 |
| Q16018600 | P607 | Q362 |
| Q590842 | P735 | Q1343668 |
| Q1659531 | P161 | Q445044 |
| Q2927024 | P31 | Q5 |
| Q1560877 | P131 | Q597 |
| Q2930282 | P161 | Q2389393 |
| Q5149087 | P156 | Q6875448 |
| Q15065337 | P27 | Q34266 |
| Q7044683 | P264 | Q2338889 |
| Q1063846 | P31 | Q5 |
| Q5909022 | P106 | Q36834 |
| Q371748 | P131 | Q53711 |
| Q4863959 | P31 | Q5 |
| Q845844 | P190 | Q67249 |
| Q11896452 | P735 | Q3817554 |
| Q936816 | P553 | Q918 |
| Q4944147 | P175 | Q2557820 |
| Q6512983 | P54 | Q48925 |
| Q1697265 | P27 | Q183 |
| Q170978 | P31 | Q8148 |
| Q6557797 | P102 | Q216082 |
| Q1753406 | P175 | Q2808 |
| Q3613930 | P106 | Q611644 |
| Q6762241 | P735 | Q18760860 |
| Q1219363 | P161 | Q358990 |
| Q2910096 | P27 | Q801 |
| Q15352 | P150 | Q15937 |
| Q4832644 | P1344 | Q8567 |
| Q4965165 | P106 | Q3282637 |
| Q7448399 | P21 | Q6581097 |
| Q2015910 | P31 | Q1201493 |
| Q5284862 | P21 | Q6581097 |
| Q5377936 | P123 | Q2744153 |
| Q5076344 | P21 | Q6581097 |
| Q908693 | P69 | Q49112 |
| Q5230765 | P27 | Q408 |
| Q3172593 | P106 | Q14972848 |
| Q2304393 | P136 | Q1443316 |
| Q6833784 | P21 | Q6581097 |
| Q3741059 | P21 | Q6581097 |
| Q19912132 | P195 | Q160236 |
| Q10719196 | P138 | Q1355965 |
| Q15635799 | P186 | Q40089 |
| Q1727931 | P21 | Q6581097 |
| Q2083880 | P136 | Q270948 |
| Q6312220 | P166 | Q12201526 |
| Q718825 | P54 | Q796179 |
| Q1687119 | P31 | Q5 |
| Q4758280 | P69 | Q499510 |
| Q1152657 | P162 | Q259593 |
| Q1170303 | P27 | Q30 |
| Q1468017 | P27 | Q183 |
| Q15447020 | P20 | Q1709 |
| Q2337200 | P27 | Q183 |
| Q350799 | P27 | Q25 |
| Q868577 | P21 | Q6581072 |
| Q3360690 | P31 | Q11424 |
| Q3903015 | P106 | Q82955 |
| Q7917352 | P102 | Q2399535 |
| Q5087189 | P106 | Q488205 |
| Q1005361 | P495 | Q17 |
| Q5106495 | P21 | Q6581097 |
| Q1460419 | P27 | Q36 |
| Q7828851 | P479 | Q273140 |
| Q13452 | P6 | Q14076448 |
| Q3807354 | P106 | Q937857 |
| Q3450538 | P47 | Q3451069 |
| Q7472058 | P61 | Q735603 |
| Q15069001 | P166 | Q185493 |
| Q5509758 | P175 | Q546573 |
df.columns = Array("head", "rel","tail")
val list = List("src", "rel", "dst")
import spark.implicits._
val edgesDF = df.toDF(list:_*)
//df2.columns.foreach(println)
//display(df)
list: List[String] = List(src, rel, dst)
import spark.implicits._
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
import org.graphframes._
import org.graphframes._
// Copied from https://stackoverflow.com/questions/57513292/how-to-make-graphframe-from-edge-dataframe-only
val verticesDf = edgesDF.select("src").union(edgesDF.select("dst")).distinct().withColumnRenamed("src", "id")
val graph=GraphFrame(verticesDf,edgesDF)
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
val nEdges = graph.edges.count()
display(graph.edges)
| src | rel | dst |
|---|---|---|
| Q8016027 | P166 | Q12177413 |
| Q6986100 | P106 | Q82955 |
| Q231256 | P31 | Q5 |
| Q14086213 | P27 | Q29 |
| Q4134811 | P31 | Q16521 |
| Q1396316 | P27 | Q30 |
| Q15378563 | P106 | Q1281618 |
| Q16205843 | P31 | Q5 |
| Q16661298 | P21 | Q6581097 |
| Q4662361 | P21 | Q6581097 |
| Q966926 | P161 | Q1520157 |
| Q3067464 | P1412 | Q397 |
| Q6309309 | P106 | Q2526255 |
| Q3447470 | P47 | Q3451352 |
| Q7736291 | P57 | Q1526143 |
| Q19317886 | P180 | Q20460 |
| Q977232 | P735 | Q19819760 |
| Q515552 | P1344 | Q840654 |
| Q5939586 | P735 | Q2190619 |
| Q16854393 | P31 | Q5 |
| Q7730688 | P264 | Q202585 |
| Q548803 | P21 | Q6581097 |
| Q2964983 | P31 | Q5 |
| Q825080 | P21 | Q6581097 |
| Q5337564 | P21 | Q6581097 |
| Q508214 | P21 | Q6581097 |
| Q7880918 | P106 | Q82955 |
| Q630446 | P463 | Q674715 |
| Q9652 | P17 | Q30 |
| Q2076002 | P20 | Q370131 |
| Q3166748 | P39 | Q3044918 |
| Q4466355 | P171 | Q4479361 |
| Q16007300 | P27 | Q183 |
| Q10284786 | P21 | Q6581097 |
| Q774732 | P495 | Q30 |
| Q5497015 | P31 | Q5 |
| Q11716562 | P735 | Q1679656 |
| Q3417253 | P735 | Q18186323 |
| Q1688718 | P641 | Q32112 |
| Q2306219 | P31 | Q34442 |
| Q10647157 | P105 | Q34740 |
| Q7316144 | P264 | Q6693968 |
| Q17610406 | P31 | Q4167836 |
| Q1218313 | P161 | Q727086 |
| Q6513697 | P69 | Q7895785 |
| Q6418548 | P50 | Q931105 |
| Q1059119 | P155 | Q744320 |
| Q7788716 | P31 | Q5 |
| Q780951 | P144 | Q655296 |
| Q5232826 | P108 | Q49210 |
| Q3158937 | P27 | Q142 |
| Q835566 | P463 | Q684415 |
| Q4755089 | P735 | Q18177321 |
| Q2285451 | P21 | Q6581097 |
| Q8073207 | P155 | Q5979066 |
| Q3991336 | P272 | Q179200 |
| Q1351354 | P735 | Q15277251 |
| Q15132021 | P166 | Q178473 |
| Q2637771 | P735 | Q18105736 |
| Q16137 | P150 | Q101628 |
| Q19009324 | P31 | Q79007 |
| Q172696 | P17 | Q159 |
| Q5180906 | P735 | Q2671794 |
| Q3178861 | P735 | Q2563703 |
| Q504421 | P27 | Q145 |
| Q4131195 | P166 | Q185493 |
| Q943194 | P54 | Q81888 |
| Q3623735 | P161 | Q3972409 |
| Q9303561 | P21 | Q6581072 |
| Q3920445 | P54 | Q5324397 |
| Q558817 | P27 | Q183 |
| Q17345057 | P669 | Q19639657 |
| Q5932255 | P69 | Q1247373 |
| Q6370576 | P21 | Q6581097 |
| Q3520331 | P161 | Q2959515 |
| Q3704450 | P161 | Q2323644 |
| Q508335 | P106 | Q482980 |
| Q5294185 | P607 | Q362 |
| Q4722203 | P31 | Q5 |
| Q1511958 | P27 | Q183 |
| Q4316095 | P31 | Q5 |
| Q3418881 | P54 | Q192890 |
| Q865986 | P31 | Q5 |
| Q1794279 | P31 | Q5 |
| Q3502702 | P161 | Q2818919 |
| Q3521026 | P31 | Q24862 |
| Q3918700 | P19 | Q2280 |
| Q9389678 | P735 | Q16282870 |
| Q3260285 | P19 | Q1479 |
| Q5701959 | P106 | Q12912932 |
| Q5920916 | P69 | Q49088 |
| Q1587600 | P735 | Q1587364 |
| Q3876042 | P27 | Q145 |
| Q17113349 | P102 | Q190219 |
| Q2234084 | P105 | Q34740 |
| Q7407726 | P27 | Q664 |
| Q698967 | P166 | Q16787486 |
| Q14913235 | P682 | Q14818120 |
| Q3174252 | P106 | Q11063 |
| Q1648793 | P106 | Q4964182 |
| Q17610634 | P276 | Q937679 |
| Q1874649 | P39 | Q18887908 |
| Q2049982 | P106 | Q33999 |
| Q6828159 | P69 | Q458393 |
| Q737544 | P31 | Q3863 |
| Q6406769 | P19 | Q1741 |
| Q101976 | P106 | Q177220 |
| Q4908234 | P21 | Q6581097 |
| Q4795427 | P21 | Q6581097 |
| Q119477 | P106 | Q4964182 |
| Q2756109 | P27 | Q142 |
| Q2000255 | P123 | Q861799 |
| Q4783363 | P123 | Q122741 |
| Q1291457 | P19 | Q47611 |
| Q6197083 | P19 | Q2559651 |
| Q1055332 | P136 | Q2975633 |
| Q5649107 | P19 | Q54349 |
| Q2166440 | P19 | Q1874 |
| Q18638756 | P735 | Q923 |
| Q3986885 | P495 | Q30 |
| Q17291504 | P669 | Q2681969 |
| Q1486 | P190 | Q174 |
| Q1374461 | P54 | Q729560 |
| Q6250566 | P19 | Q18125 |
| Q560613 | P106 | Q49757 |
| Q2174633 | P47 | Q3452571 |
| Q5544717 | P106 | Q81096 |
| Q5658939 | P106 | Q937857 |
| Q6457069 | P61 | Q983620 |
| Q11084438 | P17 | Q148 |
| Q15971283 | P27 | Q222 |
| Q17395516 | P276 | Q2694686 |
| Q11364927 | P734 | Q16877751 |
| Q18121831 | P31 | Q4167836 |
| Q2922552 | P31 | Q24862 |
| Q2390657 | P31 | Q5 |
| Q11977111 | P735 | Q6979750 |
| Q725452 | P54 | Q1056948 |
| Q3084069 | P106 | Q639669 |
| Q328074 | P106 | Q33999 |
| Q17341508 | P186 | Q287 |
| Q19248873 | P156 | Q19248875 |
| Q6205678 | P106 | Q860918 |
| Q275637 | P27 | Q794 |
| Q3159906 | P735 | Q941049 |
| Q6247971 | P106 | Q42973 |
| Q207265 | P17 | Q213 |
| Q1468927 | P27 | Q29 |
| Q4422738 | P31 | Q5 |
| Q4661693 | P123 | Q671855 |
| Q3039230 | P31 | Q783794 |
| Q6646324 | P155 | Q5007829 |
| Q7052677 | P106 | Q6625963 |
| Q1449121 | P21 | Q6581097 |
| Q1609104 | P166 | Q17412908 |
| Q1305581 | P106 | Q2306091 |
| Q124102 | P19 | Q78 |
| Q16983652 | P21 | Q6581097 |
| Q1079353 | P19 | Q240071 |
| Q15071428 | P136 | Q1344 |
| Q17594823 | P131 | Q1101 |
| Q9353218 | P31 | Q5 |
| Q16552876 | P31 | Q15416 |
| Q4739661 | P21 | Q6581072 |
| Q6488439 | P161 | Q4901125 |
| Q1199120 | P150 | Q10864925 |
| Q1582596 | P19 | Q554051 |
| Q15993231 | P106 | Q40348 |
| Q11622672 | P31 | Q5 |
| Q3526704 | P106 | Q82955 |
| Q163898 | P58 | Q1356749 |
| Q3275776 | P136 | Q179700 |
| Q525301 | P27 | Q36 |
| Q216750 | P20 | Q100 |
| Q16988469 | P106 | Q330679 |
| Q15431276 | P166 | Q10905276 |
| Q7457298 | P344 | Q3057187 |
| Q76125 | P19 | Q1794 |
| Q6648 | P31 | Q577 |
| Q1438771 | P19 | Q268219 |
| Q17397396 | P669 | Q18956977 |
| Q944922 | P21 | Q6581097 |
| Q78475 | P20 | Q1741 |
| Q8263992 | P106 | Q43845 |
| Q231904 | P31 | Q484170 |
| Q1797274 | P31 | Q1149652 |
| Q16221351 | P21 | Q6581097 |
| Q648663 | P196 | Q2179 |
| Q4919349 | P175 | Q469901 |
| Q7041772 | P57 | Q2582445 |
| Q731938 | P31 | Q783794 |
| Q741624 | P31 | Q5 |
| Q91413 | P47 | Q82704 |
| Q2965386 | P106 | Q13415036 |
| Q1200098 | P39 | Q29182 |
| Q19255461 | P131 | Q1025079 |
| Q5407804 | P735 | Q545971 |
| Q1599704 | P21 | Q6581097 |
| Q9221193 | P31 | Q4167836 |
| Q733722 | P162 | Q925604 |
| Q7620527 | P108 | Q174710 |
| Q6459314 | P137 | Q1092839 |
| Q17446036 | P669 | Q18951829 |
| Q827351 | P106 | Q82955 |
| Q1603600 | P27 | Q40 |
| Q19358358 | P607 | Q362 |
| Q1630416 | P156 | Q3468482 |
| Q2645470 | P735 | Q3480335 |
| Q14519610 | P20 | Q84125 |
| Q4513020 | P21 | Q6581097 |
| Q12165429 | P735 | Q830350 |
| Q686132 | P197 | Q657879 |
| Q3852094 | P106 | Q2004963 |
| Q2888251 | P195 | Q3329787 |
| Q4017905 | P27 | Q38 |
| Q363400 | P106 | Q28389 |
| Q5672439 | P27 | Q145 |
| Q6221909 | P108 | Q210175 |
| Q1530053 | P161 | Q1243049 |
| Q969302 | P735 | Q16799105 |
| Q17811548 | P735 | Q2260734 |
| Q438272 | P161 | Q3315571 |
| Q17319464 | P669 | Q19293809 |
| Q1904546 | P106 | Q11774891 |
| Q1361315 | P106 | Q937857 |
| Q69060 | P31 | Q748149 |
| Q11461955 | P102 | Q232595 |
| Q17373950 | P1435 | Q916333 |
| Q128434 | P735 | Q18534268 |
| Q1357974 | P735 | Q18028491 |
| Q99270 | P102 | Q7320 |
| Q3099087 | P20 | Q90 |
| Q5078636 | P106 | Q193391 |
| Q1066528 | P1412 | Q150 |
| Q1683377 | P106 | Q2306091 |
| Q265641 | P21 | Q6581072 |
| Q3142763 | P31 | Q5 |
| Q17120059 | P31 | Q5 |
| Q2504707 | P735 | Q18515951 |
| Q15193 | P166 | Q15831432 |
| Q682102 | P65 | Q191684 |
| Q291906 | P735 | Q391321 |
| Q3523004 | P161 | Q3122043 |
| Q7575854 | P161 | Q7920794 |
| Q742370 | P20 | Q259497 |
| Q2326570 | P54 | Q1974241 |
| Q15427472 | P161 | Q1521718 |
| Q16106519 | P21 | Q6581097 |
| Q566094 | P1412 | Q188 |
| Q16264118 | P19 | Q80011 |
| Q11728505 | P21 | Q6581097 |
| Q3544837 | P31 | Q5 |
| Q17464572 | P1435 | Q916333 |
| Q121203 | P17 | Q843 |
| Q2597650 | P86 | Q494596 |
| Q2384009 | P19 | Q146530 |
| Q3262309 | P27 | Q142 |
| Q4746747 | P106 | Q19595175 |
| Q478841 | P47 | Q477575 |
| Q3807782 | P735 | Q18609696 |
| Q7306161 | P155 | Q4597077 |
| Q788536 | P105 | Q35409 |
| Q1343410 | P150 | Q11060628 |
| Q1224020 | P106 | Q1234713 |
| Q7323977 | P21 | Q6581097 |
| Q18666175 | P360 | Q5 |
| Q11328839 | P264 | Q1062659 |
| Q150939 | P17 | Q20 |
| Q325621 | P57 | Q960868 |
| Q4023328 | P734 | Q17041572 |
| Q5233147 | P31 | Q5 |
| Q7759503 | P155 | Q7318993 |
| Q1758653 | P19 | Q2865 |
| Q701977 | P272 | Q122865 |
| Q95394 | P27 | Q183 |
| Q9648 | P85 | Q40807 |
| Q14537090 | P31 | Q13406463 |
| Q3814258 | P106 | Q674426 |
| Q15992967 | P735 | Q15921732 |
| Q2263892 | P61 | Q3849346 |
| Q17542119 | P27 | Q142 |
| Q16025645 | P39 | Q382617 |
| Q823819 | P21 | Q6581097 |
| Q7860058 | P106 | Q33999 |
| Q82644 | P47 | Q103244 |
| Q6170242 | P39 | Q18524027 |
| Q359568 | P463 | Q83172 |
| Q1262649 | P463 | Q320642 |
| Q5399381 | P735 | Q1474085 |
| Q14133684 | P17 | Q148 |
| Q6525755 | P27 | Q16 |
| Q1894107 | P27 | Q183 |
| Q1629775 | P27 | Q183 |
| Q1398238 | P735 | Q220546 |
| Q13426472 | P131 | Q13415446 |
| Q19247919 | P156 | Q19247920 |
| Q3903206 | P735 | Q3903143 |
| Q3588560 | P735 | Q13426635 |
| Q15446966 | P106 | Q36834 |
| Q6097775 | P106 | Q937857 |
| Q5254991 | P106 | Q33999 |
| Q818132 | P20 | Q139427 |
| Q1626597 | P287 | Q15112244 |
| Q2613276 | P155 | Q6420067 |
| Q2351637 | P19 | Q28441 |
| Q116480 | P31 | Q506240 |
| Q6027756 | P31 | Q783794 |
| Q11533372 | P734 | Q4342082 |
| Q499613 | P97 | Q521109 |
| Q1426 | P1344 | Q8558 |
| Q5730360 | P31 | Q5 |
| Q4800264 | P108 | Q129421 |
| Q249665 | P31 | Q484170 |
| Q1724331 | P150 | Q860644 |
| Q1197991 | P150 | Q14342442 |
| Q3766136 | P106 | Q42973 |
| Q9388019 | P166 | Q15715250 |
| Q1037672 | P166 | Q705153 |
| Q5563183 | P106 | Q82955 |
| Q1111239 | P21 | Q6581097 |
| Q616023 | P19 | Q1486 |
| Q17291276 | P17 | Q55 |
| Q7348773 | P106 | Q82955 |
| Q18882921 | P816 | Q18882866 |
| Q2572455 | P19 | Q2833 |
| Q3613084 | P155 | Q3824028 |
| Q149126 | P155 | Q6423276 |
| Q596209 | P27 | Q142 |
| Q279418 | P21 | Q6581072 |
| Q3709228 | P131 | Q494192 |
| Q4307556 | P19 | Q997029 |
| Q4656085 | P840 | Q84 |
| Q1584631 | P39 | Q17521638 |
| Q372013 | P21 | Q6581097 |
| Q889831 | P31 | Q5 |
| Q1745654 | P21 | Q6581097 |
| Q109783 | P106 | Q81096 |
| Q1605886 | P6 | Q14033950 |
| Q403878 | P735 | Q1173883 |
| Q5163513 | P735 | Q679755 |
| Q7340283 | P21 | Q6581097 |
| Q18177861 | P170 | Q148475 |
| Q1478712 | P31 | Q34442 |
| Q19404255 | P138 | Q131219 |
| Q375068 | P40 | Q1337618 |
| Q1181198 | P676 | Q1744 |
| Q1884989 | P106 | Q82955 |
| Q3081458 | P27 | Q142 |
| Q132901 | P61 | Q11821 |
| Q1391931 | P937 | Q2795 |
| Q4059527 | P31 | Q5 |
| Q1359405 | P19 | Q37320 |
| Q5370568 | P155 | Q7760164 |
| Q208359 | P21 | Q6581097 |
| Q19912648 | P31 | Q3305213 |
| Q906411 | P31 | Q123705 |
| Q13423282 | P31 | Q3464665 |
| Q3804432 | P106 | Q937857 |
| Q7237271 | P106 | Q2526255 |
| Q17604628 | P131 | Q9822 |
| Q4364374 | P272 | Q179200 |
| Q3960601 | P69 | Q168756 |
| Q819749 | P31 | Q5 |
| Q17319044 | P31 | Q5 |
| Q10930013 | P131 | Q1196382 |
| Q15989863 | P27 | Q664 |
| Q720009 | P27 | Q30 |
| Q3048716 | P166 | Q12201378 |
| Q10786394 | P105 | Q34740 |
| Q1527178 | P31 | Q5 |
| Q120041 | P27 | Q183 |
| Q14075875 | P31 | Q5 |
| Q2423299 | P106 | Q189290 |
| Q10320251 | P21 | Q6581072 |
| Q155079 | P31 | Q5 |
| Q1603068 | P364 | Q1860 |
| Q1731462 | P19 | Q671781 |
| Q2150454 | P400 | Q188642 |
| Q1351098 | P19 | Q53896 |
| Q3012302 | P641 | Q542 |
| Q664009 | P527 | Q12887 |
| Q3046920 | P908 | Q14915512 |
| Q15069394 | P31 | Q5 |
| Q17301153 | P17 | Q55 |
| Q13571305 | P1383 | Q2716879 |
| Q17499932 | P161 | Q1399112 |
| Q506414 | P20 | Q495 |
| Q99288 | P21 | Q6581097 |
| Q18769445 | P527 | Q17461811 |
| Q16232245 | P31 | Q5 |
| Q4668973 | P39 | Q18691526 |
| Q988388 | P31 | Q3957 |
| Q2276063 | P264 | Q1430474 |
| Q5661768 | P31 | Q5 |
| Q7472016 | P31 | Q3863 |
| Q1237655 | P39 | Q29182 |
| Q318017 | P9 | Q3850456 |
| Q1397830 | P150 | Q22210 |
| Q2647423 | P106 | Q1930187 |
| Q1462855 | P102 | Q455038 |
| Q2327467 | P19 | Q6596 |
| Q3090678 | P22 | Q1890878 |
| Q3133282 | P131 | Q494011 |
| Q2321113 | P197 | Q2059086 |
| Q5006455 | P69 | Q13371 |
| Q1110084 | P31 | Q226730 |
| Q6218956 | P106 | Q2066131 |
| Q1849651 | P138 | Q2786563 |
| Q443067 | P27 | Q16 |
| Q17173279 | P19 | Q3616 |
| Q7009812 | P155 | Q7534753 |
| Q946349 | P31 | Q5 |
| Q2373513 | P39 | Q19360355 |
| Q6132938 | P735 | Q677191 |
| Q543710 | P27 | Q183 |
| Q27504 | P31 | Q5 |
| Q3010810 | P276 | Q2796641 |
| Q467927 | P734 | Q15080511 |
| Q14655016 | P106 | Q33999 |
| Q4001087 | P272 | Q3614072 |
| Q782490 | P155 | Q637139 |
| Q15982647 | P463 | Q618537 |
| Q5497133 | P106 | Q1930187 |
| Q28740 | P509 | Q188874 |
| Q7755958 | P449 | Q216108 |
| Q1203831 | P161 | Q1364909 |
| Q4813173 | P31 | Q14762205 |
| Q3484349 | P21 | Q6581097 |
| Q3492843 | P286 | Q7299749 |
| Q2924930 | P54 | Q298267 |
| Q736695 | P161 | Q3380016 |
| Q891363 | P20 | Q255802 |
| Q952045 | P106 | Q1281618 |
| Q2562617 | P106 | Q211346 |
| Q18334968 | P735 | Q1985538 |
| Q3294004 | P106 | Q1930187 |
| Q1326980 | P19 | Q2807 |
| Q2293972 | P915 | Q65 |
| Q4514816 | P31 | Q5 |
| Q5944753 | P27 | Q29 |
| Q7638177 | P264 | Q917561 |
| Q670245 | P31 | Q484170 |
| Q108666 | P740 | Q84 |
| Q6787306 | P27 | Q258 |
| Q1675399 | P156 | Q1634438 |
| Q1863550 | P735 | Q1795088 |
| Q71790 | P31 | Q5 |
| Q7621505 | P175 | Q259429 |
| Q17306266 | P641 | Q5372 |
| Q6110588 | P735 | Q18028597 |
| Q456467 | P161 | Q470260 |
| Q2856948 | P495 | Q142 |
| Q106730 | P20 | Q496056 |
| Q260344 | P21 | Q6581072 |
| Q392696 | P162 | Q59259 |
| Q6172174 | P31 | Q5 |
| Q826906 | P27 | Q183 |
| Q3080822 | P106 | Q36180 |
| Q4329399 | P161 | Q106743 |
| Q2052882 | P734 | Q1688722 |
| Q1165070 | P31 | Q484170 |
| Q5267608 | P20 | Q40738 |
| Q364635 | P27 | Q183 |
| Q2562063 | P106 | Q3387717 |
| Q17597620 | P1435 | Q916333 |
| Q3588330 | P27 | Q142 |
| Q16210084 | P735 | Q4925477 |
| Q18844876 | P279 | Q725 |
| Q5298546 | P69 | Q1399299 |
| Q15710824 | P467 | Q2458227 |
| Q1200481 | P31 | Q1289426 |
| Q2982896 | P31 | Q483453 |
| Q980257 | P161 | Q719529 |
| Q98605 | P31 | Q5 |
| Q10436799 | P735 | Q18402099 |
| Q172381 | P735 | Q4927589 |
| Q1412278 | P84 | Q12174873 |
| Q12012136 | P735 | Q8079337 |
| Q1068361 | P31 | Q43183 |
| Q3099503 | P735 | Q19793321 |
| Q616668 | P131 | Q1725768 |
| Q12890820 | P31 | Q5 |
| Q2897825 | P31 | Q5 |
| Q1561551 | P19 | Q4120832 |
| Q7794480 | P31 | Q5 |
| Q15436770 | P27 | Q183 |
| Q16979881 | P27 | Q145 |
| Q251931 | P500 | Q42880 |
| Q2003245 | P47 | Q1001647 |
| Q5389676 | P21 | Q6581097 |
| Q17610179 | P156 | Q17610330 |
| Q167540 | P735 | Q14371254 |
| Q716134 | P31 | Q5 |
| Q92937 | P31 | Q5 |
| Q708788 | P27 | Q183 |
| Q1072227 | P21 | Q6581097 |
| Q1453347 | P31 | Q5 |
| Q363049 | P106 | Q2526255 |
| Q1788523 | P27 | Q183 |
| Q1097677 | P106 | Q2066131 |
| Q1618378 | P31 | Q5 |
| Q4772624 | P21 | Q6581097 |
| Q796898 | P279 | Q1022125 |
| Q7597634 | P735 | Q17862013 |
| Q13945591 | P31 | Q12808966 |
| Q17491796 | P31 | Q3305213 |
| Q6137778 | P735 | Q677191 |
| Q1365502 | P19 | Q3777 |
| Q14240356 | P27 | Q183 |
| Q2371597 | P131 | Q235297 |
| Q362790 | P21 | Q6581097 |
| Q1581704 | P734 | Q8157228 |
| Q3767701 | P21 | Q6581097 |
| Q1756968 | P131 | Q302778 |
| Q4643245 | P179 | Q2744 |
| Q1468795 | P31 | Q5 |
| Q372888 | P1066 | Q658109 |
| Q2159505 | P735 | Q13564349 |
| Q3142278 | P437 | Q633454 |
| Q2078606 | P54 | Q170703 |
| Q15456735 | P27 | Q183 |
| Q4773154 | P31 | Q5 |
| Q3610189 | P21 | Q6581097 |
| Q18619597 | P186 | Q4259259 |
| Q1432671 | P31 | Q11424 |
| Q6184062 | P119 | Q252312 |
| Q1637939 | P161 | Q230424 |
| Q15073944 | P971 | Q516405 |
| Q1901634 | P108 | Q154804 |
| Q3588525 | P119 | Q1092107 |
| Q365909 | P108 | Q186285 |
| Q1613120 | P108 | Q152171 |
| Q3809209 | P108 | Q49112 |
| Q7034144 | P31 | Q16521 |
| Q152480 | P27 | Q28 |
| Q11779798 | P27 | Q36 |
| Q1909669 | P102 | Q49768 |
| Q5553032 | P31 | Q5 |
| Q4143281 | P131 | Q7677 |
| Q3959252 | P31 | Q5 |
| Q5928071 | P31 | Q5 |
| Q10513187 | P21 | Q6581097 |
| Q16225870 | P735 | Q18245781 |
| Q18352608 | P108 | Q622664 |
| Q1315907 | P495 | Q30 |
| Q2993591 | P20 | Q157246 |
| Q10401493 | P31 | Q16521 |
| Q1612701 | P735 | Q1158570 |
| Q267106 | P1344 | Q8415 |
| Q5543762 | P69 | Q7055270 |
| Q2790698 | P31 | Q641226 |
| Q6251982 | P21 | Q6581097 |
| Q526300 | P54 | Q19593 |
| Q18402350 | P106 | Q486748 |
| Q5361279 | P27 | Q30 |
| Q1023602 | P17 | Q142 |
| Q12351891 | P1412 | Q143 |
| Q729416 | P31 | Q482994 |
| Q69792 | P19 | Q1726 |
| Q335059 | P937 | Q646980 |
| Q378893 | P27 | Q739 |
| Q10354246 | P31 | Q5 |
| Q2130002 | P47 | Q1300392 |
| Q3026655 | P106 | Q14089670 |
| Q19359691 | P361 | Q19220658 |
| Q1650174 | P27 | Q30 |
| Q321122 | P69 | Q258464 |
| Q6519747 | P69 | Q219563 |
| Q6790850 | P31 | Q5 |
| Q191156 | P105 | Q334460 |
| Q3243531 | P21 | Q6581072 |
| Q19655965 | P138 | Q150747 |
| Q1554558 | P27 | Q145 |
| Q586589 | P162 | Q6758665 |
| Q879932 | P735 | Q364753 |
| Q1512168 | P161 | Q234581 |
| Q2285321 | P21 | Q6581072 |
| Q1717030 | P39 | Q17344251 |
| Q433728 | P69 | Q258464 |
| Q2355147 | P31 | Q34442 |
| Q2875177 | P9 | Q13427665 |
| Q14129509 | P27 | Q29 |
| Q1126256 | P150 | Q2113624 |
| Q361550 | P27 | Q183 |
| Q3633077 | P161 | Q6807665 |
| Q14077770 | P364 | Q1860 |
| Q17099809 | P21 | Q6581097 |
| Q2813614 | P166 | Q2547676 |
| Q18758936 | P360 | Q5 |
| Q19242427 | P155 | Q19242425 |
| Q879921 | P27 | Q30 |
| Q45250 | P166 | Q16336085 |
| Q556844 | P21 | Q6581072 |
| Q11445861 | P39 | Q17506823 |
| Q19468639 | P17 | Q55 |
| Q1724511 | P150 | Q200041 |
| Q1318697 | P105 | Q34740 |
| Q4864032 | P54 | Q849315 |
| Q16266468 | P155 | Q16746473 |
| Q3278502 | P17 | Q142 |
| Q333808 | P20 | Q320378 |
| Q745505 | P19 | Q326879 |
| Q10857434 | P39 | Q19803234 |
| Q93023 | P106 | Q36180 |
| Q1176842 | P178 | Q1889419 |
| Q2945030 | P123 | Q1371744 |
| Q254243 | P31 | Q484170 |
| Q3260689 | P166 | Q11593374 |
| Q5986988 | P54 | Q1128631 |
| Q18774690 | P17 | Q55 |
| Q787672 | P106 | Q639669 |
| Q156300 | P509 | Q12152 |
| Q1746124 | P735 | Q4927128 |
| Q1536603 | P361 | Q2239885 |
| Q4123384 | P27 | Q159 |
| Q14945515 | P31 | Q5 |
| Q4919827 | P69 | Q486156 |
| Q2900832 | P641 | Q542 |
| Q123846 | P27 | Q183 |
| Q5082576 | P69 | Q1149089 |
| Q2652245 | P21 | Q6581097 |
| Q265050 | P17 | Q17 |
| Q3092343 | P19 | Q90 |
| Q6534502 | P682 | Q14878786 |
| Q1620131 | P19 | Q497200 |
| Q2154721 | P31 | Q5 |
| Q8057631 | P361 | Q1658029 |
| Q18147747 | P527 | Q325648 |
| Q6883161 | P159 | Q35765 |
| Q599510 | P279 | Q862597 |
| Q3247743 | P161 | Q2929411 |
| Q3361 | P150 | Q836607 |
| Q4766504 | P735 | Q558067 |
| Q2915712 | P31 | Q188509 |
| Q3791066 | P161 | Q1179412 |
| Q5820724 | P21 | Q6581097 |
| Q11379 | P279 | Q35120 |
| Q764578 | P22 | Q573424 |
| Q1587049 | P108 | Q32120 |
| Q1432423 | P27 | Q183 |
| Q1544298 | P108 | Q122453 |
| Q3387066 | P21 | Q6581097 |
| Q12771789 | P21 | Q6581097 |
| Q110146 | P1344 | Q8558 |
| Q12176843 | P735 | Q617272 |
| Q7441460 | P27 | Q30 |
| Q13815768 | P106 | Q855091 |
| Q7287753 | P106 | Q16145150 |
| Q3545150 | P19 | Q11434728 |
| Q1298397 | P527 | Q19273492 |
| Q114172 | P106 | Q36180 |
| Q7980788 | P175 | Q7729259 |
| Q3767590 | P106 | Q201788 |
| Q3349229 | P21 | Q6581072 |
| Q530033 | P106 | Q937857 |
| Q17334994 | P1204 | Q1693 |
| Q49351 | P119 | Q1574424 |
| Q3204923 | P161 | Q3085009 |
| Q11512722 | P156 | Q11449940 |
| Q584535 | P54 | Q912247 |
| Q395755 | P19 | Q2044 |
| Q275960 | P86 | Q2121109 |
| Q7350769 | P21 | Q6581097 |
| Q1222145 | P166 | Q10905334 |
| Q3090265 | P1343 | Q17166797 |
| Q7612227 | P19 | Q128114 |
| Q3521378 | P735 | Q19803513 |
| Q309459 | P31 | Q11424 |
| Q2486115 | P17 | Q30 |
| Q1356727 | P19 | Q1489 |
| Q6186526 | P735 | Q2227398 |
| Q3002796 | P31 | Q5 |
| Q3823896 | P58 | Q1343394 |
| Q4792831 | P27 | Q16 |
| Q4306855 | P19 | Q898 |
| Q418099 | P735 | Q4700926 |
| Q5088940 | P264 | Q183387 |
| Q109290 | P108 | Q681250 |
| Q3452529 | P17 | Q142 |
| Q1989101 | P69 | Q215539 |
| Q1227732 | P31 | Q5 |
| Q4483063 | P735 | Q15731576 |
| Q5483119 | P1344 | Q8544 |
| Q1516684 | P31 | Q3918 |
| Q1852242 | P21 | Q6581097 |
| Q138591 | P21 | Q6581097 |
| Q4087615 | P27 | Q30 |
| Q6709245 | P27 | Q30 |
| Q14910640 | P31 | Q16521 |
| Q325973 | P20 | Q220 |
| Q4275847 | P21 | Q6581097 |
| Q21376 | P131 | Q2150573 |
| Q723491 | P175 | Q286596 |
| Q799817 | P39 | Q29182 |
| Q5081265 | P21 | Q6581097 |
| Q3309191 | P27 | Q142 |
| Q1961283 | P27 | Q142 |
| Q199644 | P21 | Q6581097 |
| Q763242 | P19 | Q625091 |
| Q4666319 | P21 | Q6581097 |
| Q232789 | P54 | Q2739 |
| Q5112591 | P31 | Q659103 |
| Q660030 | P17 | Q142 |
| Q6461262 | P196 | Q2179 |
| Q591809 | P39 | Q29182 |
| Q5776365 | P156 | Q5776449 |
| Q3169038 | P171 | Q140435 |
| Q4138699 | P27 | Q41 |
| Q1520732 | P161 | Q93957 |
| Q3083977 | P1412 | Q397 |
| Q2040986 | P105 | Q7432 |
| Q18710362 | P171 | Q6544822 |
| Q3127840 | P735 | Q668885 |
| Q6242151 | P21 | Q6581097 |
| Q12022481 | P19 | Q270704 |
| Q41079 | P150 | Q571219 |
| Q1578559 | P21 | Q6581097 |
| Q6124922 | P27 | Q30 |
| Q11884465 | P21 | Q6581097 |
| Q17495989 | P186 | Q4259259 |
| Q1505686 | P102 | Q49763 |
| Q123057 | P735 | Q19264720 |
| Q3236684 | P69 | Q3047595 |
| Q5518466 | P31 | Q482994 |
| Q111258 | P21 | Q6581097 |
| Q7340315 | P21 | Q6581097 |
| Q14634026 | P162 | Q1522276 |
| Q3158480 | P27 | Q142 |
| Q1578490 | P106 | Q635734 |
| Q3384862 | P937 | Q90 |
| Q1212630 | P161 | Q2004024 |
| Q15040646 | P176 | Q463261 |
| Q16097054 | P21 | Q6581097 |
| Q5448544 | P54 | Q371136 |
| Q7082998 | P106 | Q82955 |
| Q1862750 | P735 | Q2658970 |
| Q5708659 | P264 | Q557632 |
| Q1912743 | P21 | Q6581097 |
| Q76624 | P21 | Q6581097 |
| Q12286383 | P161 | Q12279836 |
| Q3839964 | P27 | Q38 |
| Q14512358 | P31 | Q16521 |
| Q807487 | P106 | Q13365117 |
| Q2865080 | P31 | Q5 |
| Q627861 | P156 | Q712744 |
| Q3105726 | P735 | Q1675463 |
| Q1440286 | P31 | Q5 |
| Q2410737 | P197 | Q2229953 |
| Q17490971 | P186 | Q296955 |
| Q392783 | P161 | Q235278 |
| Q904686 | P21 | Q6581072 |
| Q1579823 | P31 | Q5 |
| Q351426 | P31 | Q5 |
| Q1727278 | P131 | Q701072 |
| Q641445 | P17 | Q35 |
| Q517824 | P21 | Q6581097 |
| Q2061133 | P106 | Q42603 |
| Q3068 | P150 | Q653380 |
| Q7688610 | P400 | Q23882 |
| Q4864522 | P54 | Q205033 |
| Q9001319 | P509 | Q29496 |
| Q5152881 | P155 | Q7755601 |
| Q1668661 | P31 | Q5 |
| Q2436828 | P17 | Q30 |
| Q3776054 | P161 | Q289020 |
| Q1705061 | P21 | Q6581097 |
| Q5726326 | P19 | Q861627 |
| Q7135261 | P27 | Q668 |
| Q18211541 | P735 | Q2102316 |
| Q19243435 | P31 | Q21199 |
| Q232323 | P53 | Q852111 |
| Q3059538 | P106 | Q42973 |
| Q4164772 | P166 | Q403569 |
| Q5806128 | P106 | Q483501 |
| Q148356 | P65 | Q191684 |
| Q2425611 | P735 | Q18115390 |
| Q4811406 | P27 | Q20 |
| Q5873935 | P31 | Q16521 |
| Q3833180 | P54 | Q1538348 |
| Q718029 | P27 | Q55 |
| Q12353687 | P735 | Q4925623 |
| Q17439083 | P17 | Q55 |
| Q1045289 | P27 | Q38 |
| Q4728548 | P175 | Q254748 |
| Q3726042 | P735 | Q16908530 |
| Q586650 | P106 | Q482980 |
| Q6223036 | P27 | Q408 |
| Q1054560 | P21 | Q6581097 |
| Q1634253 | P735 | Q839387 |
| Q7793136 | P735 | Q18002322 |
| Q5550671 | P607 | Q362 |
| Q1704544 | P20 | Q1715 |
| Q3629978 | P19 | Q174234 |
| Q439776 | P27 | Q884 |
| Q5240782 | P106 | Q12299841 |
| Q1780852 | P19 | Q485253 |
| Q2639899 | P944 | Q13011 |
| Q3706766 | P27 | Q38 |
| Q978042 | P21 | Q6581097 |
| Q55007 | P131 | Q16120 |
| Q495287 | P54 | Q2565016 |
| Q1716692 | P21 | Q6581097 |
| Q3166201 | P21 | Q6581097 |
| Q10856433 | P21 | Q6581097 |
| Q722653 | P54 | Q194116 |
| Q1387025 | P27 | Q30 |
| Q561504 | P106 | Q81096 |
| Q950911 | P106 | Q170790 |
| Q164527 | P17 | Q213 |
| Q143644 | P21 | Q6581097 |
| Q1438437 | P479 | Q178805 |
| Q1022 | P150 | Q727750 |
| Q389355 | P421 | Q6655 |
| Q2093520 | P509 | Q8454 |
| Q5045254 | P131 | Q694 |
| Q3100008 | P413 | Q2270380 |
| Q6272552 | P21 | Q6581097 |
| Q597975 | P27 | Q30 |
| Q2062480 | P21 | Q6581072 |
| Q6943701 | P161 | Q705477 |
| Q1601980 | P21 | Q6581072 |
| Q2097256 | P106 | Q13382576 |
| Q5504856 | P19 | Q124539 |
| Q1085538 | P196 | Q2179 |
| Q1101218 | P106 | Q1028181 |
| Q6846492 | P735 | Q361309 |
| Q696695 | P735 | Q750186 |
| Q2039114 | P20 | Q1741 |
| Q3185034 | P106 | Q783906 |
| Q6239051 | P166 | Q2427600 |
| Q728989 | P178 | Q739711 |
| Q5386205 | P54 | Q1148233 |
| Q24276 | P131 | Q228 |
| Q3441558 | P21 | Q6581097 |
| Q3390565 | P47 | Q3450641 |
| Q4175945 | P156 | Q4175753 |
| Q15427472 | P161 | Q90760 |
| Q7697274 | P31 | Q16521 |
| Q5314616 | P241 | Q1752901 |
| Q11630108 | P175 | Q266852 |
| Q2060744 | P735 | Q2117521 |
| Q19249212 | P155 | Q19249211 |
| Q631546 | P190 | Q566156 |
| Q581128 | P21 | Q6581097 |
| Q573817 | P166 | Q315026 |
| Q6286364 | P735 | Q471788 |
| Q1900652 | P31 | Q5 |
| Q259961 | P27 | Q145 |
| Q1352925 | P21 | Q6581097 |
| Q2481005 | P31 | Q5 |
| Q11550152 | P31 | Q5 |
| Q2307428 | P136 | Q860626 |
| Q1215771 | P106 | Q15059856 |
| Q28003 | P138 | Q981207 |
| Q531718 | P25 | Q269815 |
| Q15432782 | P31 | Q5 |
| Q4009559 | P180 | Q35500 |
| Q11338028 | P264 | Q8194234 |
| Q12795307 | P31 | Q5 |
| Q489111 | P19 | Q2807 |
| Q956947 | P641 | Q328716 |
| Q3340483 | P735 | Q7029481 |
| Q8364922 | P17 | Q20 |
| Q3177608 | P21 | Q6581097 |
| Q13635614 | P19 | Q7880 |
| Q1638132 | P21 | Q6581097 |
| Q8017253 | P21 | Q6581097 |
| Q1147949 | P136 | Q1057172 |
| Q1442905 | P31 | Q5 |
| Q4441393 | P27 | Q212 |
| Q3167699 | P27 | Q142 |
| Q88914 | P20 | Q1741 |
| Q1825280 | P106 | Q1028181 |
| Q3267066 | P106 | Q11774891 |
| Q4953897 | P21 | Q6581097 |
| Q1448741 | P31 | Q5 |
| Q3377600 | P19 | Q3549 |
| Q361297 | P106 | Q2462658 |
| Q1019463 | P166 | Q2727598 |
| Q2486041 | P16 | Q1852230 |
| Q7078743 | P31 | Q134556 |
| Q3838578 | P27 | Q38 |
| Q6907590 | P57 | Q311219 |
| Q7569036 | P364 | Q1860 |
| Q3084582 | P106 | Q250867 |
| Q336912 | P106 | Q42603 |
| Q1174833 | P106 | Q16267607 |
| Q77452 | P131 | Q1165 |
| Q4054640 | P20 | Q9248 |
| Q4061138 | P19 | Q2801 |
| Q5537133 | P31 | Q5 |
| Q5978761 | P175 | Q2248393 |
| Q1726422 | P27 | Q39 |
| Q16217373 | P27 | Q30 |
| Q212642 | P17 | Q142 |
| Q918881 | P17 | Q16 |
| Q17595057 | P31 | Q18762207 |
| Q5372051 | P735 | Q18121477 |
| Q7148414 | P31 | Q571 |
| Q5575620 | P735 | Q18404297 |
| Q5233173 | P106 | Q40348 |
| Q44902 | P27 | Q142 |
| Q6638165 | P156 | Q6641129 |
| Q756861 | P21 | Q6581072 |
| Q5795789 | P106 | Q82955 |
| Q17616366 | P31 | Q41176 |
| Q2285273 | P735 | Q634916 |
| Q2374013 | P31 | Q16970 |
| Q14598336 | P166 | Q17231624 |
| Q3557606 | P40 | Q561201 |
| Q15971609 | P36 | Q19566 |
| Q1458664 | P735 | Q14038597 |
| Q66378 | P17 | Q39 |
| Q5666275 | P31 | Q5 |
| Q5944327 | P21 | Q6581097 |
| Q7562956 | P735 | Q18201529 |
| Q1399879 | P106 | Q11774891 |
| Q2505482 | P127 | Q568743 |
| Q15434159 | P102 | Q49763 |
| Q62125 | P17 | Q183 |
| Q14086244 | P106 | Q82955 |
| Q6792807 | P21 | Q6581097 |
| Q3430946 | P106 | Q17486376 |
| Q1595237 | P31 | Q5 |
| Q362146 | P735 | Q1795260 |
| Q731499 | P741 | Q3039938 |
| Q5362464 | P39 | Q18654736 |
| Q11153932 | P27 | Q399 |
| Q1601853 | P108 | Q1051840 |
| Q1527054 | P735 | Q2190619 |
| Q16018600 | P607 | Q362 |
| Q590842 | P735 | Q1343668 |
| Q1659531 | P161 | Q445044 |
| Q2927024 | P31 | Q5 |
| Q1560877 | P131 | Q597 |
| Q2930282 | P161 | Q2389393 |
| Q5149087 | P156 | Q6875448 |
| Q15065337 | P27 | Q34266 |
| Q7044683 | P264 | Q2338889 |
| Q1063846 | P31 | Q5 |
| Q5909022 | P106 | Q36834 |
| Q371748 | P131 | Q53711 |
| Q4863959 | P31 | Q5 |
| Q845844 | P190 | Q67249 |
| Q11896452 | P735 | Q3817554 |
| Q936816 | P553 | Q918 |
| Q4944147 | P175 | Q2557820 |
| Q6512983 | P54 | Q48925 |
| Q1697265 | P27 | Q183 |
| Q170978 | P31 | Q8148 |
| Q6557797 | P102 | Q216082 |
| Q1753406 | P175 | Q2808 |
| Q3613930 | P106 | Q611644 |
| Q6762241 | P735 | Q18760860 |
| Q1219363 | P161 | Q358990 |
| Q2910096 | P27 | Q801 |
| Q15352 | P150 | Q15937 |
| Q4832644 | P1344 | Q8567 |
| Q4965165 | P106 | Q3282637 |
| Q7448399 | P21 | Q6581097 |
| Q2015910 | P31 | Q1201493 |
| Q5284862 | P21 | Q6581097 |
| Q5377936 | P123 | Q2744153 |
| Q5076344 | P21 | Q6581097 |
| Q908693 | P69 | Q49112 |
| Q5230765 | P27 | Q408 |
| Q3172593 | P106 | Q14972848 |
| Q2304393 | P136 | Q1443316 |
| Q6833784 | P21 | Q6581097 |
| Q3741059 | P21 | Q6581097 |
| Q19912132 | P195 | Q160236 |
| Q10719196 | P138 | Q1355965 |
| Q15635799 | P186 | Q40089 |
| Q1727931 | P21 | Q6581097 |
| Q2083880 | P136 | Q270948 |
| Q6312220 | P166 | Q12201526 |
| Q718825 | P54 | Q796179 |
| Q1687119 | P31 | Q5 |
| Q4758280 | P69 | Q499510 |
| Q1152657 | P162 | Q259593 |
| Q1170303 | P27 | Q30 |
| Q1468017 | P27 | Q183 |
| Q15447020 | P20 | Q1709 |
| Q2337200 | P27 | Q183 |
| Q350799 | P27 | Q25 |
| Q868577 | P21 | Q6581072 |
| Q3360690 | P31 | Q11424 |
| Q3903015 | P106 | Q82955 |
| Q7917352 | P102 | Q2399535 |
| Q5087189 | P106 | Q488205 |
| Q1005361 | P495 | Q17 |
| Q5106495 | P21 | Q6581097 |
| Q1460419 | P27 | Q36 |
| Q7828851 | P479 | Q273140 |
| Q13452 | P6 | Q14076448 |
| Q3807354 | P106 | Q937857 |
| Q3450538 | P47 | Q3451069 |
| Q7472058 | P61 | Q735603 |
| Q15069001 | P166 | Q185493 |
| Q5509758 | P175 | Q546573 |
display(graph.inDegrees)
| id | inDegree |
|---|---|
| Q298267 | 333.0 |
| Q4925477 | 26147.0 |
| Q200041 | 2.0 |
| Q4927128 | 1916.0 |
| Q42603 | 22874.0 |
| Q484111 | 7.0 |
| Q17463666 | 1.0 |
| Q337758 | 1144.0 |
| Q4597662 | 2.0 |
| Q81860 | 4.0 |
| Q18002623 | 2627.0 |
| Q1157091 | 7.0 |
| Q733786 | 591.0 |
| Q202444 | 2914.0 |
| Q542520 | 6.0 |
| Q164160 | 29.0 |
| Q265058 | 1082.0 |
| Q727919 | 729.0 |
| Q14373094 | 4740.0 |
| Q461595 | 224.0 |
| Q15921764 | 2215.0 |
| Q18180842 | 394.0 |
| Q6010 | 77.0 |
| Q11108046 | 1.0 |
| Q16272 | 70.0 |
| Q82117 | 135.0 |
| Q214127 | 1520.0 |
| Q325130 | 50.0 |
| Q863865 | 18.0 |
| Q17592486 | 1821.0 |
| Q193409 | 48.0 |
| Q983109 | 6.0 |
| Q664609 | 108.0 |
| Q9623 | 440.0 |
| Q7725634 | 612.0 |
| Q6723 | 1938.0 |
| Q18326120 | 4.0 |
| Q8760 | 334.0 |
| Q1051417 | 16.0 |
| Q459030 | 32.0 |
| Q220584 | 71.0 |
| Q18615381 | 2.0 |
| Q2393877 | 3.0 |
| Q68442 | 8.0 |
| Q86984 | 6.0 |
| Q19058075 | 3.0 |
| Q92518 | 17.0 |
| Q22160 | 25.0 |
| Q47887 | 424.0 |
| Q443387 | 22.0 |
| Q2640827 | 309.0 |
| Q11993721 | 21.0 |
| Q15966841 | 3.0 |
| Q309 | 191.0 |
| Q14920387 | 348.0 |
| Q644085 | 28.0 |
| Q893308 | 23.0 |
| Q18711738 | 949.0 |
| Q9135 | 110.0 |
| Q234068 | 24.0 |
| Q681374 | 15.0 |
| Q536795 | 268.0 |
| Q1058664 | 20.0 |
| Q11658317 | 37.0 |
| Q1822658 | 223.0 |
| Q1787576 | 7.0 |
| Q12879643 | 3.0 |
| Q6665838 | 35.0 |
| Q2508289 | 8.0 |
| Q94505 | 15.0 |
| Q2345491 | 5.0 |
| Q261506 | 14.0 |
| Q6730 | 352.0 |
| Q170292 | 101.0 |
| Q18327552 | 71.0 |
| Q2081742 | 1.0 |
| Q18915128 | 265.0 |
| Q767925 | 3.0 |
| Q225212 | 10.0 |
| Q875889 | 95.0 |
| Q2835202 | 45.0 |
| Q72717 | 32.0 |
| Q6869568 | 16.0 |
| Q785697 | 46.0 |
| Q3752713 | 2.0 |
| Q2611488 | 2.0 |
| Q468756 | 145.0 |
| Q5790766 | 2.0 |
| Q2941960 | 40.0 |
| Q318348 | 247.0 |
| Q46890 | 5.0 |
| Q170507 | 79.0 |
| Q1637706 | 170.0 |
| Q19688717 | 61.0 |
| Q578221 | 11.0 |
| Q1173082 | 2.0 |
| Q14283996 | 1.0 |
| Q19257892 | 1.0 |
| Q514571 | 23.0 |
| Q11057182 | 1.0 |
| Q2793480 | 3.0 |
| Q36633 | 266.0 |
| Q18577439 | 61.0 |
| Q12981877 | 38.0 |
| Q1025678 | 23.0 |
| Q146456 | 51.0 |
| Q1320080 | 2.0 |
| Q5132316 | 60.0 |
| Q19830690 | 92.0 |
| Q5946 | 21.0 |
| Q457860 | 37.0 |
| Q9876 | 197.0 |
| Q790573 | 26.0 |
| Q2394333 | 13.0 |
| Q12026516 | 2.0 |
| Q4802759 | 2.0 |
| Q1080571 | 2.0 |
| Q1150813 | 4.0 |
| Q2102107 | 1.0 |
| Q1982491 | 104.0 |
| Q6686585 | 2.0 |
| Q483347 | 28.0 |
| Q12607934 | 2.0 |
| Q4083870 | 19.0 |
| Q2308650 | 15.0 |
| Q1356554 | 22.0 |
| Q6774064 | 1.0 |
| Q19263103 | 2.0 |
| Q2024529 | 25.0 |
| Q1283517 | 11.0 |
| Q15477 | 57.0 |
| Q2973157 | 1.0 |
| Q4681121 | 70.0 |
| Q783526 | 6.0 |
| Q18773292 | 13.0 |
| Q18180939 | 82.0 |
| Q209059 | 5.0 |
| Q53900 | 12.0 |
| Q234356 | 3.0 |
| Q3885548 | 25.0 |
| Q26600 | 273.0 |
| Q831235 | 4.0 |
| Q1664782 | 224.0 |
| Q1016159 | 31.0 |
| Q1808932 | 6.0 |
| Q669399 | 1.0 |
| Q3598650 | 2.0 |
| Q16280852 | 178.0 |
| Q15430602 | 6.0 |
| Q1044025 | 47.0 |
| Q832833 | 15.0 |
| Q472316 | 209.0 |
| Q1724026 | 2.0 |
| Q1346056 | 69.0 |
| Q2829058 | 96.0 |
| Q19521 | 237.0 |
| Q17318005 | 231.0 |
| Q3533779 | 4.0 |
| Q43247 | 51.0 |
| Q856083 | 19.0 |
| Q3069332 | 52.0 |
| Q2768413 | 6.0 |
| Q5471960 | 3.0 |
| Q16263 | 1.0 |
| Q17763 | 13.0 |
| Q837171 | 35.0 |
| Q26316 | 33.0 |
| Q2898153 | 4.0 |
| Q26050 | 13.0 |
| Q642433 | 92.0 |
| Q219647 | 2.0 |
| Q8226055 | 2.0 |
| Q354477 | 10.0 |
| Q1003336 | 4.0 |
| Q702096 | 1.0 |
| Q46130 | 329.0 |
| Q17595129 | 1.0 |
| Q9221240 | 1.0 |
| Q4513695 | 1.0 |
| Q1222 | 98.0 |
| Q14864655 | 11.0 |
| Q207501 | 111.0 |
| Q2184650 | 2.0 |
| Q6968341 | 125.0 |
| Q18109999 | 25.0 |
| Q2509482 | 22.0 |
| Q14290394 | 1.0 |
| Q1508941 | 60.0 |
| Q1651613 | 105.0 |
| Q2107890 | 2.0 |
| Q346540 | 108.0 |
| Q16163 | 125.0 |
| Q14820581 | 15.0 |
| Q11194421 | 2.0 |
| Q3018751 | 13.0 |
| Q10870299 | 1.0 |
| Q3889 | 126.0 |
| Q6669082 | 9.0 |
| Q650015 | 16.0 |
| Q3831543 | 64.0 |
| Q1070034 | 14.0 |
| Q708506 | 13.0 |
| Q18572794 | 13.0 |
| Q1106905 | 2.0 |
| Q546273 | 6.0 |
| Q309994 | 13.0 |
| Q171277 | 2.0 |
| Q402664 | 1.0 |
| Q5802535 | 1.0 |
| Q967999 | 63.0 |
| Q5323512 | 63.0 |
| Q155658 | 2.0 |
| Q6464788 | 2.0 |
| Q16670466 | 12.0 |
| Q7332914 | 2.0 |
| Q8064768 | 6.0 |
| Q3341114 | 1.0 |
| Q1725320 | 10.0 |
| Q54108 | 59.0 |
| Q6377001 | 173.0 |
| Q3190628 | 2.0 |
| Q318985 | 1.0 |
| Q1517021 | 51.0 |
| Q4195420 | 1.0 |
| Q535762 | 7.0 |
| Q2003540 | 193.0 |
| Q548982 | 12.0 |
| Q123567 | 7.0 |
| Q15771 | 12.0 |
| Q607016 | 6.0 |
| Q314640 | 14.0 |
| Q671287 | 2.0 |
| Q181227 | 6.0 |
| Q203232 | 211.0 |
| Q2043225 | 5.0 |
| Q1865 | 136.0 |
| Q145794 | 332.0 |
| Q16636472 | 1.0 |
| Q352246 | 4.0 |
| Q209790 | 27.0 |
| Q3917342 | 6.0 |
| Q461278 | 12.0 |
| Q61480 | 35.0 |
| Q237072 | 77.0 |
| Q18519993 | 1.0 |
| Q11315798 | 2.0 |
| Q2278569 | 19.0 |
| Q1138078 | 14.0 |
| Q3664754 | 12.0 |
| Q192958 | 6.0 |
| Q644249 | 4.0 |
| Q1424839 | 3.0 |
| Q6418706 | 15.0 |
| Q6714072 | 2.0 |
| Q6728299 | 2.0 |
| Q2745944 | 10.0 |
| Q727726 | 26.0 |
| Q17309954 | 76.0 |
| Q10869004 | 1.0 |
| Q18329641 | 1.0 |
| Q43742 | 23.0 |
| Q7650827 | 4.0 |
| Q1668024 | 28.0 |
| Q19688837 | 81.0 |
| Q7794524 | 1.0 |
| Q447910 | 71.0 |
| Q2863447 | 11.0 |
| Q147081 | 6.0 |
| Q14565638 | 8.0 |
| Q190994 | 49.0 |
| Q3098071 | 17.0 |
| Q1159185 | 4.0 |
| Q2927023 | 13.0 |
| Q54726 | 8.0 |
| Q14913515 | 1.0 |
| Q3299581 | 8.0 |
| Q6461236 | 2.0 |
| Q532545 | 1.0 |
| Q537869 | 73.0 |
| Q12727910 | 11.0 |
| Q18925300 | 11.0 |
| Q1503841 | 1.0 |
| Q5958102 | 1.0 |
| Q369217 | 10.0 |
| Q3740805 | 42.0 |
| Q477819 | 2.0 |
| Q751424 | 47.0 |
| Q7991 | 11.0 |
| Q7708727 | 2.0 |
| Q5136499 | 3.0 |
| Q215829 | 51.0 |
| Q51272 | 1.0 |
| Q1726631 | 6.0 |
| Q7711202 | 2.0 |
| Q614294 | 5.0 |
| Q13994616 | 1.0 |
| Q1429 | 3.0 |
| Q958785 | 14.0 |
| Q7027243 | 1.0 |
| Q5918105 | 2.0 |
| Q19776533 | 3.0 |
| Q9449556 | 2.0 |
| Q319283 | 31.0 |
| Q572754 | 6.0 |
| Q1845552 | 2.0 |
| Q3020443 | 2.0 |
| Q114975 | 10.0 |
| Q2868110 | 6.0 |
| Q253212 | 13.0 |
| Q11260078 | 2.0 |
| Q1483138 | 16.0 |
| Q459794 | 108.0 |
| Q10877222 | 17.0 |
| Q1699424 | 2.0 |
| Q220595 | 3.0 |
| Q5108046 | 14.0 |
| Q3384142 | 1.0 |
| Q273210 | 13.0 |
| Q4482828 | 13.0 |
| Q845662 | 9.0 |
| Q208574 | 97.0 |
| Q36507 | 42.0 |
| Q133825 | 34.0 |
| Q82837 | 17.0 |
| Q608698 | 1.0 |
| Q12727620 | 2.0 |
| Q162114 | 2.0 |
| Q16609257 | 2.0 |
| Q14454066 | 1.0 |
| Q2177715 | 20.0 |
| Q3100060 | 12.0 |
| Q357762 | 35.0 |
| Q656680 | 61.0 |
| Q209766 | 45.0 |
| Q46305 | 2.0 |
| Q6459 | 14.0 |
| Q4838283 | 1.0 |
| Q366383 | 12.0 |
| Q2734012 | 1.0 |
| Q823886 | 4.0 |
| Q6697964 | 2.0 |
| Q269982 | 12.0 |
| Q157256 | 34.0 |
| Q313204 | 24.0 |
| Q19241931 | 2.0 |
| Q256884 | 14.0 |
| Q1280932 | 58.0 |
| Q327840 | 1.0 |
| Q3051219 | 5.0 |
| Q2850597 | 11.0 |
| Q494723 | 55.0 |
| Q285631 | 5.0 |
| Q19649995 | 1.0 |
| Q981905 | 3.0 |
| Q1429577 | 14.0 |
| Q2055853 | 9.0 |
| Q1335355 | 33.0 |
| Q346 | 29.0 |
| Q7270 | 99.0 |
| Q1158231 | 63.0 |
| Q14863070 | 23.0 |
| Q1914832 | 18.0 |
| Q165363 | 44.0 |
| Q7776097 | 2.0 |
| Q1095594 | 1.0 |
| Q11194978 | 1.0 |
| Q16277823 | 32.0 |
| Q256785 | 2.0 |
| Q451986 | 9.0 |
| Q3539602 | 2.0 |
| Q536594 | 32.0 |
| Q922639 | 4.0 |
| Q3553646 | 13.0 |
| Q157290 | 18.0 |
| Q1828467 | 2.0 |
| Q2213808 | 2.0 |
| Q669476 | 7.0 |
| Q1932369 | 2.0 |
| Q737835 | 135.0 |
| Q11052127 | 1.0 |
| Q2567853 | 4.0 |
| Q19307447 | 3.0 |
| Q113971 | 15.0 |
| Q3741086 | 59.0 |
| Q7437813 | 6.0 |
| Q471145 | 17.0 |
| Q364264 | 3.0 |
| Q7617750 | 6.0 |
| Q641471 | 3.0 |
| Q865493 | 10.0 |
| Q462042 | 12.0 |
| Q2329132 | 2.0 |
| Q27143 | 6.0 |
| Q1042721 | 17.0 |
| Q374670 | 7.0 |
| Q2739127 | 14.0 |
| Q193105 | 74.0 |
| Q154339 | 2.0 |
| Q1511268 | 4.0 |
| Q2477872 | 31.0 |
| Q7472715 | 2.0 |
| Q433697 | 8.0 |
| Q1754163 | 32.0 |
| Q3572698 | 2.0 |
| Q1625604 | 9.0 |
| Q70294 | 33.0 |
| Q50718 | 26.0 |
| Q3959623 | 3.0 |
| Q661251 | 6.0 |
| Q1134339 | 5.0 |
| Q1071576 | 20.0 |
| Q3201194 | 12.0 |
| Q2996134 | 1.0 |
| Q4924652 | 92.0 |
| Q7450090 | 2.0 |
| Q360346 | 4.0 |
| Q14521122 | 1.0 |
| Q2625719 | 1.0 |
| Q403104 | 9.0 |
| Q2105302 | 1.0 |
| Q3566057 | 17.0 |
| Q11432001 | 2.0 |
| Q856941 | 12.0 |
| Q7784912 | 2.0 |
| Q5421400 | 1.0 |
| Q1285463 | 23.0 |
| Q52835 | 3.0 |
| Q14330803 | 38.0 |
| Q1277934 | 60.0 |
| Q11226682 | 1.0 |
| Q4956350 | 2.0 |
| Q3105985 | 15.0 |
| Q314561 | 2.0 |
| Q937697 | 1.0 |
| Q357 | 31.0 |
| Q1845656 | 1.0 |
| Q1341507 | 51.0 |
| Q700744 | 8.0 |
| Q260918 | 7.0 |
| Q2378505 | 11.0 |
| Q170842 | 4.0 |
| Q49199 | 55.0 |
| Q10896167 | 1.0 |
| Q4761237 | 9.0 |
| Q24458 | 8.0 |
| Q615115 | 13.0 |
| Q1753773 | 3.0 |
| Q58472 | 7.0 |
| Q242749 | 7.0 |
| Q240966 | 2.0 |
| Q1608464 | 2.0 |
| Q5746036 | 1.0 |
| Q222829 | 2.0 |
| Q43263 | 9.0 |
| Q2119002 | 1.0 |
| Q228512 | 17.0 |
| Q551828 | 30.0 |
| Q648471 | 8.0 |
| Q11073601 | 1.0 |
| Q3439198 | 47.0 |
| Q1510790 | 4.0 |
| Q1800376 | 8.0 |
| Q3268013 | 2.0 |
| Q1632587 | 3.0 |
| Q19261305 | 2.0 |
| Q88001 | 10.0 |
| Q350753 | 1.0 |
| Q2682795 | 51.0 |
| Q684305 | 2.0 |
| Q274201 | 8.0 |
| Q4916 | 68.0 |
| Q5052503 | 1.0 |
| Q15633370 | 3.0 |
| Q164479 | 7.0 |
| Q1702233 | 3.0 |
| Q2042015 | 7.0 |
| Q13806345 | 1.0 |
| Q33866 | 28.0 |
| Q6073899 | 4.0 |
| Q14346629 | 7.0 |
| Q342428 | 17.0 |
| Q81228 | 2.0 |
| Q2088585 | 2.0 |
| Q17319132 | 10.0 |
| Q99964 | 5.0 |
| Q7117513 | 9.0 |
| Q14027216 | 1.0 |
| Q465848 | 27.0 |
| Q11122003 | 3.0 |
| Q1382252 | 10.0 |
| Q706590 | 14.0 |
| Q426984 | 2.0 |
| Q916967 | 57.0 |
| Q581939 | 12.0 |
| Q181052 | 4.0 |
| Q318296 | 44.0 |
| Q765547 | 1.0 |
| Q10851308 | 8.0 |
| Q319046 | 1.0 |
| Q10950494 | 1.0 |
| Q204082 | 5.0 |
| Q5394255 | 2.0 |
| Q1171889 | 19.0 |
| Q502392 | 5.0 |
| Q869107 | 11.0 |
| Q5977539 | 2.0 |
| Q3978005 | 11.0 |
| Q959524 | 13.0 |
| Q192716 | 2.0 |
| Q21968 | 4.0 |
| Q14860112 | 5.0 |
| Q139656 | 3.0 |
| Q3604 | 24.0 |
| Q1501117 | 7.0 |
| Q1090526 | 6.0 |
| Q221394 | 17.0 |
| Q918733 | 12.0 |
| Q7144976 | 3.0 |
| Q2318 | 7.0 |
| Q568072 | 9.0 |
| Q3939151 | 4.0 |
| Q5441987 | 2.0 |
| Q932256 | 6.0 |
| Q15936940 | 24.0 |
| Q19803443 | 26.0 |
| Q1334949 | 19.0 |
| Q51720 | 6.0 |
| Q1378067 | 3.0 |
| Q538159 | 8.0 |
| Q603161 | 13.0 |
| Q109260 | 4.0 |
| Q709019 | 32.0 |
| Q7913874 | 20.0 |
| Q16918909 | 1.0 |
| Q6820933 | 15.0 |
| Q16277329 | 78.0 |
| Q18536157 | 3.0 |
| Q1017282 | 10.0 |
| Q19370747 | 1.0 |
| Q632443 | 13.0 |
| Q17769 | 10.0 |
| Q445135 | 7.0 |
| Q141514 | 11.0 |
| Q7751493 | 2.0 |
| Q14112175 | 1.0 |
| Q2627534 | 2.0 |
| Q133445 | 39.0 |
| Q261764 | 32.0 |
| Q7589975 | 70.0 |
| Q10946661 | 18.0 |
| Q1357045 | 1.0 |
| Q5512664 | 20.0 |
| Q460987 | 10.0 |
| Q4372933 | 2.0 |
| Q592190 | 9.0 |
| Q503352 | 28.0 |
| Q3131179 | 1.0 |
| Q192896 | 54.0 |
| Q3241976 | 16.0 |
| Q18964454 | 4.0 |
| Q5975829 | 1.0 |
| Q1147644 | 8.0 |
| Q378892 | 9.0 |
| Q690123 | 6.0 |
| Q2502784 | 2.0 |
| Q1363494 | 24.0 |
| Q1529138 | 15.0 |
| Q345763 | 9.0 |
| Q151707 | 6.0 |
| Q744536 | 35.0 |
| Q2864545 | 59.0 |
| Q574370 | 2.0 |
| Q833878 | 26.0 |
| Q10886913 | 2.0 |
| Q11516840 | 3.0 |
| Q2914944 | 1.0 |
| Q385134 | 3.0 |
| Q783726 | 2.0 |
| Q93633 | 11.0 |
| Q11416208 | 3.0 |
| Q17248 | 8.0 |
| Q3565459 | 18.0 |
| Q2708539 | 1.0 |
| Q320308 | 13.0 |
| Q15949680 | 2.0 |
| Q5371024 | 2.0 |
| Q3028111 | 4.0 |
| Q722619 | 8.0 |
| Q794257 | 7.0 |
| Q1060362 | 2.0 |
| Q465842 | 36.0 |
| Q213412 | 6.0 |
| Q43878 | 11.0 |
| Q18757446 | 2.0 |
| Q3462999 | 3.0 |
| Q47159 | 23.0 |
| Q525151 | 8.0 |
| Q7378 | 15.0 |
| Q5154113 | 2.0 |
| Q1761072 | 33.0 |
| Q874691 | 7.0 |
| Q5589688 | 9.0 |
| Q99947 | 18.0 |
| Q7250587 | 25.0 |
| Q15070438 | 2.0 |
| Q550320 | 7.0 |
| Q305780 | 8.0 |
| Q7711917 | 2.0 |
| Q18064227 | 2.0 |
| Q1885966 | 3.0 |
| Q1970219 | 12.0 |
| Q7802217 | 2.0 |
| Q631056 | 4.0 |
| Q427708 | 3.0 |
| Q508168 | 21.0 |
| Q9697643 | 2.0 |
| Q6261993 | 7.0 |
| Q1101255 | 7.0 |
| Q991010 | 10.0 |
| Q19262620 | 2.0 |
| Q391558 | 5.0 |
| Q1356598 | 12.0 |
| Q1349027 | 1.0 |
| Q501101 | 5.0 |
| Q5626129 | 1.0 |
| Q767073 | 6.0 |
| Q152520 | 4.0 |
| Q260492 | 2.0 |
| Q157092 | 11.0 |
| Q4771920 | 2.0 |
| Q25854 | 1.0 |
| Q10663689 | 1.0 |
| Q695591 | 5.0 |
| Q3449401 | 3.0 |
| Q266205 | 20.0 |
| Q2703962 | 5.0 |
| Q1886400 | 6.0 |
| Q848233 | 7.0 |
| Q839772 | 5.0 |
| Q10219312 | 2.0 |
| Q3970382 | 2.0 |
| Q942932 | 15.0 |
| Q1317642 | 4.0 |
| Q964475 | 4.0 |
| Q94586 | 26.0 |
| Q621042 | 2.0 |
| Q3659553 | 2.0 |
| Q7442166 | 7.0 |
| Q2161801 | 17.0 |
| Q1788731 | 1.0 |
| Q11446285 | 17.0 |
| Q156126 | 1.0 |
| Q1019591 | 11.0 |
| Q531645 | 5.0 |
| Q9174369 | 4.0 |
| Q3494011 | 2.0 |
| Q86593 | 14.0 |
| Q10515635 | 5.0 |
| Q495851 | 6.0 |
| Q863003 | 8.0 |
| Q5733929 | 1.0 |
| Q2504700 | 5.0 |
| Q5019492 | 16.0 |
| Q5288 | 4.0 |
| Q15894334 | 1.0 |
| Q4351728 | 2.0 |
| Q541859 | 13.0 |
| Q7278657 | 4.0 |
| Q2008712 | 2.0 |
| Q2097856 | 1.0 |
| Q15735634 | 6.0 |
| Q7299936 | 2.0 |
| Q102946 | 11.0 |
| Q10484679 | 7.0 |
| Q2597366 | 3.0 |
| Q3727169 | 2.0 |
| Q4985 | 10.0 |
| Q2036094 | 3.0 |
| Q20548 | 5.0 |
| Q9889 | 22.0 |
| Q7463857 | 2.0 |
| Q18040630 | 2.0 |
| Q6978251 | 2.0 |
| Q2225886 | 3.0 |
| Q19394909 | 2.0 |
| Q56065 | 6.0 |
| Q805391 | 6.0 |
| Q2219603 | 1.0 |
| Q1368128 | 8.0 |
| Q1961219 | 2.0 |
| Q16657471 | 1.0 |
| Q278325 | 2.0 |
| Q1491615 | 3.0 |
| Q427385 | 26.0 |
| Q2034080 | 2.0 |
| Q3926567 | 1.0 |
| Q11148261 | 1.0 |
| Q5002117 | 2.0 |
| Q3734506 | 30.0 |
| Q17195344 | 5.0 |
| Q1019349 | 10.0 |
| Q469494 | 31.0 |
| Q7009812 | 3.0 |
| Q720539 | 16.0 |
| Q2609138 | 4.0 |
| Q496384 | 3.0 |
| Q2114727 | 5.0 |
| Q1582306 | 4.0 |
| Q434826 | 11.0 |
| Q446941 | 38.0 |
| Q289355 | 7.0 |
| Q429065 | 2.0 |
| Q474697 | 30.0 |
| Q113245 | 2.0 |
| Q51192 | 11.0 |
| Q5496206 | 1.0 |
| Q2277274 | 1.0 |
| Q4941487 | 2.0 |
| Q366834 | 23.0 |
| Q313456 | 1.0 |
| Q7711958 | 2.0 |
| Q7355345 | 3.0 |
| Q3713141 | 1.0 |
| Q1264566 | 3.0 |
| Q233337 | 12.0 |
| Q60199 | 5.0 |
| Q378939 | 3.0 |
| Q4650117 | 7.0 |
| Q574076 | 1.0 |
| Q4733330 | 26.0 |
| Q18809836 | 17.0 |
| Q47036 | 23.0 |
| Q1116574 | 3.0 |
| Q1673853 | 15.0 |
| Q17538332 | 4.0 |
| Q15725056 | 1.0 |
| Q15093722 | 2.0 |
| Q19517503 | 19.0 |
| Q135684 | 1.0 |
| Q13479470 | 2.0 |
| Q254722 | 2.0 |
| Q2367724 | 13.0 |
| Q171892 | 1.0 |
| Q1771109 | 6.0 |
| Q3167844 | 2.0 |
| Q52682 | 14.0 |
| Q188409 | 1.0 |
| Q17597496 | 1.0 |
| Q282488 | 2.0 |
| Q18510559 | 11.0 |
| Q6053351 | 8.0 |
| Q17277242 | 5.0 |
| Q1472951 | 10.0 |
| Q1437441 | 4.0 |
| Q543660 | 3.0 |
| Q774496 | 2.0 |
| Q2632681 | 2.0 |
| Q6698706 | 2.0 |
| Q3106889 | 1.0 |
| Q7473859 | 2.0 |
| Q6585542 | 2.0 |
| Q3105890 | 1.0 |
| Q1727068 | 3.0 |
| Q6812586 | 4.0 |
| Q551420 | 12.0 |
| Q5808361 | 2.0 |
| Q730182 | 2.0 |
| Q191677 | 4.0 |
| Q17608430 | 2.0 |
| Q862735 | 8.0 |
| Q1169994 | 2.0 |
| Q3931476 | 2.0 |
| Q352624 | 3.0 |
| Q267993 | 2.0 |
| Q2537872 | 2.0 |
| Q16199951 | 1.0 |
| Q6694937 | 6.0 |
| Q19689428 | 22.0 |
| Q898786 | 9.0 |
| Q58636 | 5.0 |
| Q3879056 | 29.0 |
| Q10026565 | 1.0 |
| Q3205402 | 2.0 |
| Q1612211 | 2.0 |
| Q1142509 | 9.0 |
| Q11431344 | 2.0 |
| Q6853207 | 2.0 |
| Q427439 | 2.0 |
| Q235759 | 25.0 |
| Q658928 | 13.0 |
| Q272445 | 7.0 |
| Q162698 | 8.0 |
| Q1130053 | 7.0 |
| Q392102 | 5.0 |
| Q866786 | 7.0 |
| Q3448345 | 12.0 |
| Q5521623 | 4.0 |
| Q34962 | 7.0 |
| Q741555 | 33.0 |
| Q7574297 | 5.0 |
| Q335608 | 11.0 |
| Q2964731 | 5.0 |
| Q3483567 | 7.0 |
| Q10673362 | 3.0 |
| Q2524599 | 4.0 |
| Q1077880 | 2.0 |
| Q195662 | 11.0 |
| Q323186 | 1.0 |
| Q776694 | 2.0 |
| Q4411507 | 2.0 |
| Q965780 | 51.0 |
| Q738678 | 1.0 |
| Q652339 | 6.0 |
| Q7111562 | 1.0 |
| Q33575 | 1.0 |
| Q18735363 | 2.0 |
| Q936710 | 14.0 |
| Q269573 | 14.0 |
| Q9281633 | 2.0 |
| Q7465170 | 2.0 |
| Q248640 | 10.0 |
| Q18627288 | 1.0 |
| Q5679279 | 6.0 |
| Q2657037 | 2.0 |
| Q244224 | 11.0 |
| Q2162602 | 5.0 |
| Q2362118 | 19.0 |
| Q1062135 | 12.0 |
| Q2523659 | 2.0 |
| Q5283850 | 2.0 |
| Q1621936 | 4.0 |
| Q681168 | 24.0 |
| Q166931 | 23.0 |
| Q793611 | 3.0 |
| Q945715 | 1.0 |
| Q19249463 | 2.0 |
| Q1282960 | 1.0 |
| Q14589639 | 1.0 |
| Q2418926 | 5.0 |
| Q223973 | 23.0 |
| Q198231 | 5.0 |
| Q2443037 | 2.0 |
| Q1233562 | 5.0 |
| Q524434 | 9.0 |
| Q705981 | 4.0 |
| Q304436 | 6.0 |
| Q779377 | 5.0 |
| Q5030307 | 2.0 |
| Q835474 | 1.0 |
| Q14852015 | 10.0 |
| Q6229276 | 2.0 |
| Q1100730 | 23.0 |
| Q5004010 | 1.0 |
| Q156806 | 10.0 |
| Q134393 | 8.0 |
| Q1936839 | 5.0 |
| Q14763008 | 27.0 |
| Q957230 | 2.0 |
| Q4178491 | 3.0 |
| Q16937785 | 1.0 |
| Q2901 | 9.0 |
| Q700768 | 18.0 |
| Q1383559 | 2.0 |
| Q1113836 | 2.0 |
| Q929008 | 8.0 |
| Q3086401 | 10.0 |
| Q90136 | 14.0 |
| Q2597150 | 2.0 |
| Q17493611 | 1.0 |
| Q151170 | 2.0 |
| Q599004 | 2.0 |
| Q1629782 | 1.0 |
| Q15491087 | 4.0 |
| Q5954899 | 2.0 |
| Q11783587 | 2.0 |
| Q13408009 | 2.0 |
| Q564428 | 1.0 |
| Q18768637 | 3.0 |
| Q15127544 | 1.0 |
| Q3765897 | 3.0 |
| Q19249131 | 2.0 |
| Q3479508 | 2.0 |
| Q2401302 | 9.0 |
| Q1683103 | 4.0 |
| Q43690 | 16.0 |
| Q51419 | 6.0 |
| Q7097823 | 2.0 |
| Q863887 | 1.0 |
| Q6186235 | 1.0 |
| Q553333 | 1.0 |
| Q5121511 | 2.0 |
| Q766939 | 7.0 |
| Q576304 | 6.0 |
| Q3626706 | 5.0 |
| Q32335 | 11.0 |
| Q7998787 | 2.0 |
| Q1156459 | 2.0 |
| Q41483 | 2.0 |
| Q1217934 | 10.0 |
| Q16649655 | 4.0 |
| Q18585581 | 3.0 |
| Q962805 | 6.0 |
| Q1133753 | 18.0 |
| Q81025 | 23.0 |
| Q11243986 | 1.0 |
| Q11562490 | 1.0 |
| Q85848 | 4.0 |
| Q763905 | 2.0 |
| Q943503 | 8.0 |
| Q1247436 | 10.0 |
| Q5504765 | 1.0 |
| Q7604991 | 1.0 |
| Q5060915 | 2.0 |
| Q90663 | 9.0 |
| Q2165544 | 7.0 |
| Q209458 | 2.0 |
| Q16596114 | 4.0 |
| Q211208 | 8.0 |
| Q476083 | 9.0 |
| Q157915 | 14.0 |
| Q3032842 | 2.0 |
| Q138259 | 12.0 |
| Q7580679 | 2.0 |
| Q213723 | 9.0 |
| Q1345099 | 1.0 |
| Q3929190 | 21.0 |
| Q84217 | 4.0 |
| Q7705866 | 2.0 |
| Q18017534 | 7.0 |
| Q7940749 | 1.0 |
| Q10871674 | 1.0 |
| Q1264384 | 6.0 |
| Q2404173 | 2.0 |
| Q27262 | 5.0 |
| Q13611173 | 5.0 |
| Q248807 | 11.0 |
| Q2828863 | 2.0 |
| Q6755163 | 2.0 |
| Q352218 | 7.0 |
| Q81733 | 5.0 |
| Q10602579 | 4.0 |
| Q18574972 | 2.0 |
| Q19260072 | 2.0 |
| Q625657 | 5.0 |
| Q4854930 | 2.0 |
| Q7889366 | 2.0 |
| Q11113 | 20.0 |
| Q13904833 | 1.0 |
| Q18558874 | 3.0 |
| Q492625 | 3.0 |
| Q832107 | 3.0 |
| Q212642 | 9.0 |
| Q3428532 | 5.0 |
| Q461272 | 10.0 |
| Q14701640 | 2.0 |
| Q1082320 | 9.0 |
| Q5459493 | 7.0 |
| Q752526 | 3.0 |
| Q521775 | 5.0 |
| Q19010158 | 24.0 |
| Q2278120 | 5.0 |
| Q2369187 | 1.0 |
| Q877219 | 2.0 |
| Q156557 | 7.0 |
| Q282015 | 18.0 |
| Q765023 | 10.0 |
| Q84530 | 2.0 |
| Q1632 | 10.0 |
| Q11181104 | 1.0 |
| Q1039641 | 3.0 |
| Q680996 | 30.0 |
| Q558806 | 12.0 |
| Q5370814 | 2.0 |
| Q3095943 | 2.0 |
| Q17491984 | 1.0 |
| Q699306 | 6.0 |
| Q207879 | 2.0 |
| Q1616733 | 1.0 |
| Q17490716 | 1.0 |
| Q4729898 | 2.0 |
| Q721000 | 2.0 |
| Q385795 | 5.0 |
| Q15987625 | 2.0 |
| Q3617774 | 9.0 |
| Q4921839 | 1.0 |
| Q12049698 | 3.0 |
| Q275051 | 1.0 |
| Q3552065 | 6.0 |
| Q19334507 | 1.0 |
| Q4802648 | 7.0 |
| Q765591 | 7.0 |
| Q14863696 | 12.0 |
| Q1148707 | 4.0 |
| Q3730026 | 26.0 |
| Q136804 | 14.0 |
| Q16872729 | 7.0 |
| Q12039565 | 2.0 |
| Q6845491 | 1.0 |
| Q4541657 | 2.0 |
| Q1577872 | 2.0 |
display(graph.outDegrees)
| id | outDegree |
|---|---|
| Q7009812 | 6.0 |
| Q3100008 | 8.0 |
| Q212642 | 11.0 |
| Q16527372 | 7.0 |
| Q462541 | 8.0 |
| Q7111689 | 4.0 |
| Q6088156 | 9.0 |
| Q3426238 | 9.0 |
| Q6210681 | 7.0 |
| Q25854 | 14.0 |
| Q1356554 | 24.0 |
| Q3389055 | 6.0 |
| Q10663150 | 8.0 |
| Q5536413 | 4.0 |
| Q5451183 | 8.0 |
| Q18613082 | 9.0 |
| Q3742112 | 8.0 |
| Q4207553 | 7.0 |
| Q16226580 | 5.0 |
| Q43247 | 17.0 |
| Q1336075 | 7.0 |
| Q16207095 | 5.0 |
| Q1292902 | 23.0 |
| Q266114 | 11.0 |
| Q11443746 | 6.0 |
| Q7200876 | 5.0 |
| Q1382515 | 5.0 |
| Q11859977 | 6.0 |
| Q15453460 | 11.0 |
| Q4426465 | 5.0 |
| Q5388565 | 9.0 |
| Q1463701 | 6.0 |
| Q1747643 | 5.0 |
| Q3400684 | 5.0 |
| Q7807388 | 11.0 |
| Q1083401 | 6.0 |
| Q7817504 | 8.0 |
| Q1337896 | 15.0 |
| Q2454521 | 11.0 |
| Q20680 | 6.0 |
| Q2351798 | 8.0 |
| Q129456 | 9.0 |
| Q5977539 | 4.0 |
| Q15451328 | 6.0 |
| Q6700406 | 11.0 |
| Q3097931 | 10.0 |
| Q1587858 | 3.0 |
| Q15432563 | 7.0 |
| Q19389261 | 13.0 |
| Q609731 | 4.0 |
| Q1893811 | 8.0 |
| Q2679094 | 19.0 |
| Q8014269 | 6.0 |
| Q1892834 | 6.0 |
| Q2575434 | 6.0 |
| Q5339455 | 5.0 |
| Q3839408 | 6.0 |
| Q3102956 | 11.0 |
| Q3727434 | 7.0 |
| Q11496600 | 4.0 |
| Q17592516 | 6.0 |
| Q3434308 | 8.0 |
| Q2923674 | 5.0 |
| Q2597150 | 7.0 |
| Q40463 | 10.0 |
| Q16058748 | 8.0 |
| Q17122168 | 7.0 |
| Q694620 | 7.0 |
| Q19458151 | 7.0 |
| Q3819367 | 19.0 |
| Q6425978 | 7.0 |
| Q3359260 | 38.0 |
| Q18236610 | 5.0 |
| Q7852802 | 6.0 |
| Q269695 | 9.0 |
| Q1462367 | 9.0 |
| Q4908855 | 5.0 |
| Q4249513 | 10.0 |
| Q3501544 | 4.0 |
| Q1976498 | 9.0 |
| Q5394884 | 7.0 |
| Q3309495 | 14.0 |
| Q3644484 | 6.0 |
| Q18577439 | 63.0 |
| Q690123 | 12.0 |
| Q1155646 | 8.0 |
| Q2087467 | 11.0 |
| Q2288912 | 6.0 |
| Q15906820 | 5.0 |
| Q11718563 | 6.0 |
| Q16902103 | 6.0 |
| Q4149315 | 11.0 |
| Q5335126 | 5.0 |
| Q1649741 | 4.0 |
| Q5571559 | 6.0 |
| Q4528800 | 7.0 |
| Q5140096 | 8.0 |
| Q468424 | 6.0 |
| Q92308 | 8.0 |
| Q2861849 | 13.0 |
| Q6281500 | 7.0 |
| Q6708092 | 10.0 |
| Q19912270 | 6.0 |
| Q102713 | 8.0 |
| Q2665735 | 5.0 |
| Q15735634 | 7.0 |
| Q237470 | 8.0 |
| Q68185 | 9.0 |
| Q537253 | 7.0 |
| Q11980334 | 5.0 |
| Q15435075 | 11.0 |
| Q4905445 | 5.0 |
| Q11243986 | 2.0 |
| Q775407 | 15.0 |
| Q1688408 | 6.0 |
| Q6531122 | 5.0 |
| Q1698023 | 7.0 |
| Q7791880 | 7.0 |
| Q1052483 | 5.0 |
| Q4210695 | 8.0 |
| Q817492 | 5.0 |
| Q7850528 | 6.0 |
| Q3387458 | 5.0 |
| Q6652324 | 7.0 |
| Q2115097 | 8.0 |
| Q902746 | 5.0 |
| Q1465137 | 5.0 |
| Q4838336 | 15.0 |
| Q2545989 | 3.0 |
| Q244224 | 11.0 |
| Q3167925 | 8.0 |
| Q426923 | 24.0 |
| Q288491 | 23.0 |
| Q3606761 | 6.0 |
| Q3341114 | 8.0 |
| Q3822446 | 7.0 |
| Q17415605 | 5.0 |
| Q18883434 | 4.0 |
| Q3591015 | 9.0 |
| Q3828682 | 6.0 |
| Q3435646 | 8.0 |
| Q788779 | 6.0 |
| Q7128971 | 5.0 |
| Q2637616 | 8.0 |
| Q2484056 | 5.0 |
| Q78191 | 8.0 |
| Q13427376 | 6.0 |
| Q17610203 | 7.0 |
| Q374479 | 13.0 |
| Q3893970 | 11.0 |
| Q5110690 | 5.0 |
| Q956955 | 26.0 |
| Q7721646 | 7.0 |
| Q16448279 | 6.0 |
| Q5504765 | 5.0 |
| Q18565908 | 6.0 |
| Q4477478 | 6.0 |
| Q2590982 | 8.0 |
| Q1908450 | 10.0 |
| Q465415 | 7.0 |
| Q2964731 | 7.0 |
| Q19263096 | 4.0 |
| Q10465742 | 3.0 |
| Q5961885 | 6.0 |
| Q829871 | 6.0 |
| Q6774064 | 8.0 |
| Q17970926 | 5.0 |
| Q3808318 | 7.0 |
| Q2699732 | 8.0 |
| Q7572306 | 5.0 |
| Q4756867 | 7.0 |
| Q467016 | 9.0 |
| Q93633 | 10.0 |
| Q19404110 | 5.0 |
| Q4177721 | 7.0 |
| Q2910243 | 6.0 |
| Q19399648 | 4.0 |
| Q4978093 | 5.0 |
| Q5082867 | 10.0 |
| Q7822155 | 6.0 |
| Q1901428 | 7.0 |
| Q3269483 | 4.0 |
| Q113201 | 4.0 |
| Q1700851 | 8.0 |
| Q14914326 | 5.0 |
| Q17341552 | 5.0 |
| Q6489990 | 6.0 |
| Q1359210 | 8.0 |
| Q1705171 | 10.0 |
| Q409952 | 20.0 |
| Q2617390 | 5.0 |
| Q7963987 | 6.0 |
| Q7159564 | 5.0 |
| Q7426223 | 5.0 |
| Q5879705 | 5.0 |
| Q3119676 | 6.0 |
| Q11466345 | 5.0 |
| Q13734223 | 3.0 |
| Q196674 | 6.0 |
| Q7025321 | 7.0 |
| Q19801080 | 7.0 |
| Q976031 | 9.0 |
| Q1337384 | 7.0 |
| Q5627078 | 9.0 |
| Q62684 | 13.0 |
| Q691595 | 5.0 |
| Q4351386 | 6.0 |
| Q6135268 | 7.0 |
| Q7465330 | 6.0 |
| Q7667786 | 5.0 |
| Q1027742 | 4.0 |
| Q11532836 | 5.0 |
| Q7002711 | 5.0 |
| Q4011307 | 6.0 |
| Q4933766 | 9.0 |
| Q11677101 | 5.0 |
| Q2480182 | 12.0 |
| Q3612901 | 9.0 |
| Q18043517 | 5.0 |
| Q4154934 | 8.0 |
| Q6132989 | 9.0 |
| Q16447958 | 9.0 |
| Q658850 | 8.0 |
| Q7308445 | 6.0 |
| Q9262617 | 5.0 |
| Q2062844 | 3.0 |
| Q14818136 | 124.0 |
| Q1989968 | 5.0 |
| Q1361177 | 4.0 |
| Q6986771 | 5.0 |
| Q9889 | 25.0 |
| Q3181474 | 5.0 |
| Q6208750 | 7.0 |
| Q7323569 | 7.0 |
| Q6229276 | 6.0 |
| Q4917243 | 3.0 |
| Q7804998 | 4.0 |
| Q958089 | 9.0 |
| Q19263796 | 5.0 |
| Q4018069 | 6.0 |
| Q2128765 | 8.0 |
| Q2708539 | 5.0 |
| Q5487254 | 6.0 |
| Q3072890 | 7.0 |
| Q18666149 | 4.0 |
| Q10268060 | 14.0 |
| Q15106791 | 7.0 |
| Q1421687 | 7.0 |
| Q5543155 | 9.0 |
| Q6422033 | 6.0 |
| Q3220913 | 19.0 |
| Q41483 | 44.0 |
| Q16573805 | 7.0 |
| Q2977488 | 10.0 |
| Q176776 | 9.0 |
| Q3106266 | 6.0 |
| Q854448 | 7.0 |
| Q865493 | 3.0 |
| Q939718 | 14.0 |
| Q3078235 | 10.0 |
| Q17403622 | 6.0 |
| Q13882235 | 8.0 |
| Q2226180 | 7.0 |
| Q330960 | 7.0 |
| Q288141 | 6.0 |
| Q2323271 | 11.0 |
| Q4312203 | 8.0 |
| Q5769840 | 5.0 |
| Q443387 | 8.0 |
| Q10941765 | 3.0 |
| Q1766758 | 7.0 |
| Q4968079 | 7.0 |
| Q3632451 | 10.0 |
| Q13899930 | 3.0 |
| Q1362171 | 8.0 |
| Q17109874 | 5.0 |
| Q6207924 | 6.0 |
| Q15028676 | 5.0 |
| Q4681829 | 8.0 |
| Q2910054 | 5.0 |
| Q6731286 | 6.0 |
| Q5039880 | 5.0 |
| Q5541406 | 7.0 |
| Q839361 | 4.0 |
| Q7725634 | 5.0 |
| Q568507 | 20.0 |
| Q7029354 | 7.0 |
| Q4003201 | 15.0 |
| Q7128929 | 8.0 |
| Q4373267 | 8.0 |
| Q1528675 | 9.0 |
| Q18208623 | 12.0 |
| Q301678 | 9.0 |
| Q4308491 | 5.0 |
| Q18916873 | 7.0 |
| Q14936017 | 4.0 |
| Q11511280 | 7.0 |
| Q6701489 | 7.0 |
| Q1259250 | 5.0 |
| Q15713728 | 9.0 |
| Q188409 | 6.0 |
| Q18881844 | 4.0 |
| Q2431161 | 5.0 |
| Q2425465 | 9.0 |
| Q1222 | 93.0 |
| Q5587200 | 5.0 |
| Q5783202 | 6.0 |
| Q11594792 | 7.0 |
| Q4364669 | 10.0 |
| Q5494850 | 6.0 |
| Q1040257 | 8.0 |
| Q3900779 | 13.0 |
| Q996054 | 6.0 |
| Q7668201 | 6.0 |
| Q3894424 | 7.0 |
| Q4261577 | 6.0 |
| Q3305131 | 7.0 |
| Q3372618 | 41.0 |
| Q2473974 | 10.0 |
| Q7518359 | 7.0 |
| Q7173641 | 5.0 |
| Q1267 | 21.0 |
| Q14566771 | 3.0 |
| Q4880151 | 6.0 |
| Q5271124 | 5.0 |
| Q15969154 | 8.0 |
| Q2034080 | 10.0 |
| Q794257 | 3.0 |
| Q1611414 | 6.0 |
| Q6104858 | 6.0 |
| Q2650639 | 8.0 |
| Q1577097 | 4.0 |
| Q1565102 | 8.0 |
| Q2917130 | 13.0 |
| Q6054381 | 9.0 |
| Q10551263 | 5.0 |
| Q126682 | 6.0 |
| Q18211641 | 5.0 |
| Q2279544 | 20.0 |
| Q1535874 | 6.0 |
| Q16027287 | 8.0 |
| Q7800559 | 7.0 |
| Q2407633 | 4.0 |
| Q1340404 | 19.0 |
| Q210669 | 24.0 |
| Q1467210 | 6.0 |
| Q2644948 | 11.0 |
| Q807429 | 6.0 |
| Q4697281 | 5.0 |
| Q119144 | 12.0 |
| Q1393883 | 8.0 |
| Q4761385 | 12.0 |
| Q4322717 | 11.0 |
| Q6672923 | 9.0 |
| Q16105203 | 5.0 |
| Q99091 | 16.0 |
| Q16007860 | 8.0 |
| Q4131528 | 5.0 |
| Q4641667 | 5.0 |
| Q4141711 | 3.0 |
| Q1463181 | 8.0 |
| Q3766379 | 9.0 |
| Q384628 | 5.0 |
| Q430085 | 9.0 |
| Q5099139 | 3.0 |
| Q5343792 | 7.0 |
| Q17415823 | 5.0 |
| Q7328437 | 5.0 |
| Q15729936 | 7.0 |
| Q8849651 | 8.0 |
| Q6536837 | 9.0 |
| Q3535808 | 15.0 |
| Q804839 | 2.0 |
| Q500855 | 5.0 |
| Q3485377 | 5.0 |
| Q3566057 | 3.0 |
| Q2902017 | 20.0 |
| Q51192 | 12.0 |
| Q17331932 | 7.0 |
| Q3609896 | 9.0 |
| Q12377234 | 5.0 |
| Q962805 | 14.0 |
| Q360346 | 9.0 |
| Q3281060 | 8.0 |
| Q505695 | 8.0 |
| Q2441917 | 6.0 |
| Q1745257 | 7.0 |
| Q6730 | 42.0 |
| Q168173 | 7.0 |
| Q17615495 | 6.0 |
| Q477257 | 9.0 |
| Q10938752 | 3.0 |
| Q6232452 | 5.0 |
| Q3096374 | 8.0 |
| Q46130 | 319.0 |
| Q4970690 | 6.0 |
| Q5293714 | 5.0 |
| Q7240698 | 5.0 |
| Q3003487 | 5.0 |
| Q16028471 | 7.0 |
| Q5035837 | 5.0 |
| Q4353463 | 4.0 |
| Q146431 | 3.0 |
| Q6776994 | 6.0 |
| Q1373220 | 7.0 |
| Q6421961 | 6.0 |
| Q11139797 | 3.0 |
| Q7175194 | 8.0 |
| Q6191585 | 5.0 |
| Q542270 | 13.0 |
| Q1734482 | 7.0 |
| Q1941696 | 7.0 |
| Q311758 | 4.0 |
| Q10464003 | 3.0 |
| Q730135 | 5.0 |
| Q4678699 | 8.0 |
| Q17445336 | 6.0 |
| Q2156280 | 8.0 |
| Q777591 | 20.0 |
| Q1222093 | 6.0 |
| Q209638 | 4.0 |
| Q3108109 | 4.0 |
| Q10473640 | 2.0 |
| Q8004400 | 8.0 |
| Q5170378 | 10.0 |
| Q2057382 | 7.0 |
| Q2075276 | 10.0 |
| Q95874 | 7.0 |
| Q4949367 | 5.0 |
| Q551998 | 3.0 |
| Q15441311 | 6.0 |
| Q16649655 | 8.0 |
| Q5185069 | 4.0 |
| Q15851125 | 7.0 |
| Q16571633 | 5.0 |
| Q19261119 | 5.0 |
| Q17308233 | 5.0 |
| Q5706625 | 8.0 |
| Q17103356 | 6.0 |
| Q2082514 | 5.0 |
| Q458043 | 7.0 |
| Q3783431 | 7.0 |
| Q672217 | 4.0 |
| Q4395687 | 8.0 |
| Q12018973 | 6.0 |
| Q4070465 | 9.0 |
| Q254722 | 6.0 |
| Q4962344 | 5.0 |
| Q16298546 | 5.0 |
| Q2445366 | 6.0 |
| Q778017 | 9.0 |
| Q3667461 | 6.0 |
| Q6700337 | 7.0 |
| Q7324431 | 8.0 |
| Q5370919 | 6.0 |
| Q667712 | 7.0 |
| Q2248472 | 3.0 |
| Q9220240 | 4.0 |
| Q7738088 | 3.0 |
| Q17769 | 11.0 |
| Q7702128 | 7.0 |
| Q149406 | 28.0 |
| Q592904 | 5.0 |
| Q1192319 | 28.0 |
| Q1612211 | 10.0 |
| Q5055948 | 5.0 |
| Q877219 | 3.0 |
| Q1553524 | 8.0 |
| Q5076858 | 7.0 |
| Q5562311 | 6.0 |
| Q16651776 | 8.0 |
| Q1085825 | 7.0 |
| Q7597940 | 5.0 |
| Q3811109 | 9.0 |
| Q2725121 | 8.0 |
| Q6456600 | 6.0 |
| Q7966173 | 7.0 |
| Q4864074 | 9.0 |
| Q5151930 | 5.0 |
| Q3379240 | 6.0 |
| Q1929456 | 5.0 |
| Q7086549 | 5.0 |
| Q2627534 | 5.0 |
| Q54108 | 15.0 |
| Q5592107 | 9.0 |
| Q5055980 | 8.0 |
| Q5373279 | 10.0 |
| Q33866 | 38.0 |
| Q3104417 | 6.0 |
| Q7172660 | 6.0 |
| Q4240987 | 10.0 |
| Q157194 | 13.0 |
| Q683529 | 25.0 |
| Q64902 | 11.0 |
| Q5159009 | 2.0 |
| Q2484915 | 5.0 |
| Q4739574 | 6.0 |
| Q862735 | 11.0 |
| Q5982361 | 8.0 |
| Q6752292 | 10.0 |
| Q1511268 | 7.0 |
| Q2969466 | 4.0 |
| Q6306263 | 5.0 |
| Q11672086 | 6.0 |
| Q775789 | 11.0 |
| Q1269017 | 25.0 |
| Q1311528 | 6.0 |
| Q6218684 | 7.0 |
| Q2759567 | 5.0 |
| Q5835077 | 8.0 |
| Q18575764 | 8.0 |
| Q11738053 | 5.0 |
| Q1517369 | 13.0 |
| Q1147644 | 10.0 |
| Q123728 | 9.0 |
| Q3306304 | 5.0 |
| Q5379274 | 5.0 |
| Q13102661 | 6.0 |
| Q4407200 | 6.0 |
| Q8186583 | 5.0 |
| Q2715837 | 5.0 |
| Q2978105 | 6.0 |
| Q586996 | 5.0 |
| Q4524087 | 5.0 |
| Q1434467 | 6.0 |
| Q16447673 | 10.0 |
| Q502593 | 7.0 |
| Q1510790 | 9.0 |
| Q87970 | 11.0 |
| Q3230007 | 3.0 |
| Q5561098 | 5.0 |
| Q63826 | 16.0 |
| Q16014875 | 8.0 |
| Q17596012 | 7.0 |
| Q1692949 | 7.0 |
| Q151651 | 3.0 |
| Q335608 | 9.0 |
| Q1462586 | 11.0 |
| Q9389874 | 7.0 |
| Q16095627 | 8.0 |
| Q16440033 | 5.0 |
| Q13563224 | 5.0 |
| Q2899492 | 6.0 |
| Q1761354 | 7.0 |
| Q3571607 | 5.0 |
| Q3858242 | 8.0 |
| Q2480827 | 7.0 |
| Q3123909 | 6.0 |
| Q3963947 | 6.0 |
| Q2850597 | 14.0 |
| Q3208956 | 9.0 |
| Q7963363 | 10.0 |
| Q3840391 | 6.0 |
| Q7173626 | 6.0 |
| Q1559075 | 7.0 |
| Q3120101 | 6.0 |
| Q2494619 | 5.0 |
| Q94813 | 25.0 |
| Q6182628 | 8.0 |
| Q4925477 | 32.0 |
| Q373552 | 15.0 |
| Q192716 | 5.0 |
| Q2394333 | 2.0 |
| Q165994 | 2.0 |
| Q5145884 | 46.0 |
| Q1143271 | 4.0 |
| Q3562562 | 7.0 |
| Q17366732 | 6.0 |
| Q3123760 | 6.0 |
| Q2137976 | 9.0 |
| Q15997785 | 6.0 |
| Q3370754 | 7.0 |
| Q7278898 | 9.0 |
| Q434389 | 17.0 |
| Q882506 | 12.0 |
| Q229305 | 13.0 |
| Q1306229 | 3.0 |
| Q11416675 | 5.0 |
| Q237960 | 7.0 |
| Q2543137 | 12.0 |
| Q15447573 | 8.0 |
| Q5558017 | 7.0 |
| Q7789270 | 15.0 |
| Q5371442 | 6.0 |
| Q18773021 | 8.0 |
| Q2437074 | 7.0 |
| Q762668 | 5.0 |
| Q2008712 | 11.0 |
| Q12727620 | 4.0 |
| Q17493785 | 7.0 |
| Q85753 | 11.0 |
| Q5702473 | 5.0 |
| Q2985143 | 10.0 |
| Q149784 | 7.0 |
| Q15921764 | 27.0 |
| Q17456252 | 6.0 |
| Q6507902 | 5.0 |
| Q1743657 | 6.0 |
| Q15996333 | 5.0 |
| Q920991 | 10.0 |
| Q4935340 | 8.0 |
| Q681374 | 4.0 |
| Q3168126 | 8.0 |
| Q19883638 | 6.0 |
| Q4316803 | 5.0 |
| Q6669082 | 6.0 |
| Q469635 | 8.0 |
| Q5489254 | 5.0 |
| Q255943 | 3.0 |
| Q221394 | 9.0 |
| Q10948409 | 3.0 |
| Q1281850 | 22.0 |
| Q927592 | 7.0 |
| Q551901 | 13.0 |
| Q978114 | 6.0 |
| Q16065309 | 6.0 |
| Q1517641 | 17.0 |
| Q19521 | 6.0 |
| Q3812949 | 12.0 |
| Q3573326 | 5.0 |
| Q17154274 | 5.0 |
| Q10526787 | 5.0 |
| Q1343075 | 6.0 |
| Q3592172 | 5.0 |
| Q19658123 | 5.0 |
| Q425579 | 19.0 |
| Q1608877 | 11.0 |
| Q5058726 | 5.0 |
| Q7072132 | 5.0 |
| Q10941569 | 3.0 |
| Q79358 | 5.0 |
| Q16204635 | 7.0 |
| Q1383559 | 5.0 |
| Q7282772 | 9.0 |
| Q15650745 | 5.0 |
| Q15969462 | 8.0 |
| Q6780014 | 5.0 |
| Q5787568 | 6.0 |
| Q8561671 | 18.0 |
| Q2388389 | 6.0 |
| Q7150471 | 13.0 |
| Q5236563 | 9.0 |
| Q3705491 | 12.0 |
| Q6696330 | 5.0 |
| Q181540 | 47.0 |
| Q11576923 | 7.0 |
| Q1939184 | 4.0 |
| Q7155485 | 6.0 |
| Q6968455 | 5.0 |
| Q798673 | 27.0 |
| Q1403188 | 11.0 |
| Q6880354 | 5.0 |
| Q573248 | 5.0 |
| Q889532 | 9.0 |
| Q1889655 | 9.0 |
| Q1341653 | 6.0 |
| Q463504 | 8.0 |
| Q18574093 | 5.0 |
| Q5231996 | 7.0 |
| Q3860653 | 6.0 |
| Q105695 | 11.0 |
| Q17607584 | 6.0 |
| Q3027877 | 10.0 |
| Q1339792 | 15.0 |
| Q5569183 | 6.0 |
| Q17596343 | 7.0 |
| Q1449466 | 7.0 |
| Q13411225 | 7.0 |
| Q462665 | 10.0 |
| Q7962972 | 4.0 |
| Q323149 | 6.0 |
| Q1613137 | 8.0 |
| Q2827002 | 8.0 |
| Q15498265 | 7.0 |
| Q7282684 | 9.0 |
| Q1577440 | 14.0 |
| Q5476688 | 6.0 |
| Q1155498 | 9.0 |
| Q641755 | 6.0 |
| Q2343509 | 7.0 |
| Q81302 | 5.0 |
| Q1086170 | 7.0 |
| Q207528 | 11.0 |
| Q7721616 | 12.0 |
| Q7437008 | 8.0 |
| Q2062779 | 9.0 |
| Q7784118 | 5.0 |
| Q5564001 | 5.0 |
| Q3030993 | 6.0 |
| Q4730901 | 8.0 |
| Q5421400 | 5.0 |
| Q7052986 | 5.0 |
| Q18917945 | 13.0 |
| Q4726078 | 10.0 |
| Q6173588 | 5.0 |
| Q1929080 | 3.0 |
| Q1735755 | 5.0 |
| Q15081195 | 9.0 |
| Q73407 | 14.0 |
| Q19334318 | 9.0 |
| Q106427 | 8.0 |
| Q17595129 | 7.0 |
| Q2645336 | 7.0 |
| Q16265273 | 5.0 |
| Q77793 | 10.0 |
| Q17160484 | 5.0 |
| Q15080887 | 5.0 |
| Q16666831 | 4.0 |
| Q15437917 | 9.0 |
| Q602644 | 12.0 |
| Q1734744 | 5.0 |
| Q17300883 | 5.0 |
| Q5285822 | 5.0 |
| Q541859 | 13.0 |
| Q15619449 | 6.0 |
| Q18478644 | 18.0 |
| Q7335601 | 4.0 |
| Q2969057 | 5.0 |
| Q4078027 | 7.0 |
| Q5593380 | 5.0 |
| Q266932 | 3.0 |
| Q1329359 | 9.0 |
| Q1506904 | 13.0 |
| Q768867 | 14.0 |
| Q7282258 | 6.0 |
| Q95998 | 6.0 |
| Q1865 | 23.0 |
| Q1677098 | 13.0 |
| Q3703286 | 8.0 |
| Q7439069 | 5.0 |
| Q737356 | 13.0 |
| Q546273 | 4.0 |
| Q1690165 | 17.0 |
| Q181476 | 7.0 |
| Q5592809 | 6.0 |
| Q11096205 | 3.0 |
| Q3986841 | 11.0 |
| Q4970956 | 9.0 |
| Q9288424 | 6.0 |
| Q3463137 | 3.0 |
| Q5258997 | 7.0 |
| Q1214343 | 15.0 |
| Q2039935 | 9.0 |
| Q15452554 | 6.0 |
| Q2847776 | 8.0 |
| Q19838026 | 6.0 |
| Q10946661 | 23.0 |
| Q4802648 | 5.0 |
| Q78657 | 14.0 |
| Q3119441 | 5.0 |
| Q39593 | 10.0 |
| Q1870071 | 8.0 |
| Q1423606 | 8.0 |
| Q5654373 | 14.0 |
| Q2831539 | 7.0 |
| Q1503588 | 9.0 |
| Q6230292 | 12.0 |
| Q5386024 | 8.0 |
| Q443409 | 16.0 |
| Q6742352 | 5.0 |
| Q3204661 | 7.0 |
| Q3531066 | 7.0 |
| Q14468658 | 3.0 |
| Q1066887 | 8.0 |
| Q3265431 | 7.0 |
| Q3309200 | 7.0 |
| Q7486915 | 6.0 |
| Q2146246 | 6.0 |
| Q2700756 | 7.0 |
| Q4500463 | 7.0 |
| Q1361651 | 9.0 |
| Q3154330 | 9.0 |
| Q153291 | 9.0 |
| Q1610557 | 7.0 |
| Q70801 | 11.0 |
| Q19162754 | 5.0 |
| Q706441 | 5.0 |
| Q10443159 | 3.0 |
| Q369272 | 6.0 |
| Q7729430 | 29.0 |
| Q7762163 | 5.0 |
| Q3026988 | 6.0 |
| Q3110937 | 8.0 |
| Q3913166 | 4.0 |
| Q4724535 | 8.0 |
| Q1114799 | 9.0 |
| Q11399339 | 5.0 |
| Q8083637 | 10.0 |
| Q7287543 | 5.0 |
| Q209790 | 14.0 |
| Q1609090 | 5.0 |
| Q1725320 | 13.0 |
| Q1730633 | 9.0 |
| Q3838210 | 5.0 |
| Q6902773 | 10.0 |
| Q3497818 | 5.0 |
| Q6941693 | 7.0 |
| Q908512 | 5.0 |
| Q6459 | 10.0 |
| Q482672 | 8.0 |
| Q1983911 | 7.0 |
| Q5247188 | 3.0 |
| Q9219915 | 4.0 |
| Q3194868 | 10.0 |
| Q832790 | 4.0 |
| Q11538052 | 5.0 |
| Q2743155 | 5.0 |
| Q4175575 | 6.0 |
| Q7968723 | 9.0 |
| Q552857 | 12.0 |
| Q1690073 | 8.0 |
| Q7794785 | 9.0 |
| Q6206300 | 6.0 |
| Q1604346 | 7.0 |
| Q650015 | 15.0 |
| Q10877075 | 3.0 |
| Q3842122 | 25.0 |
| Q2633031 | 9.0 |
| Q4139649 | 3.0 |
| Q2551899 | 8.0 |
| Q2447803 | 3.0 |
| Q358432 | 15.0 |
| Q2413284 | 7.0 |
| Q704696 | 20.0 |
| Q6557790 | 9.0 |
| Q6042525 | 6.0 |
| Q13424091 | 6.0 |
| Q1664782 | 1.0 |
| Q1082236 | 9.0 |
| Q14426941 | 7.0 |
| Q7071185 | 8.0 |
| Q1152011 | 9.0 |
| Q448757 | 9.0 |
| Q72662 | 7.0 |
| Q3324799 | 2.0 |
| Q606262 | 10.0 |
| Q750242 | 9.0 |
| Q2140013 | 12.0 |
| Q3706968 | 11.0 |
| Q5411912 | 5.0 |
| Q1718348 | 6.0 |
| Q1236557 | 7.0 |
| Q3492587 | 9.0 |
| Q5719346 | 6.0 |
| Q17350067 | 9.0 |
| Q5880528 | 5.0 |
| Q726290 | 7.0 |
| Q71591 | 8.0 |
| Q6700446 | 6.0 |
| Q14216837 | 7.0 |
| Q2203318 | 5.0 |
| Q1106905 | 4.0 |
| Q196440 | 11.0 |
| Q4727159 | 5.0 |
| Q4983602 | 5.0 |
| Q5606289 | 10.0 |
| Q1326360 | 12.0 |
| Q7513520 | 4.0 |
| Q18433 | 22.0 |
| Q1389748 | 11.0 |
| Q5976499 | 4.0 |
| Q8051485 | 6.0 |
| Q12795468 | 7.0 |
| Q7449742 | 6.0 |
| Q763905 | 6.0 |
| Q3972260 | 18.0 |
| Q159592 | 13.0 |
| Q8177730 | 4.0 |
| Q2498708 | 6.0 |
| Q4994677 | 9.0 |
| Q8020540 | 5.0 |
| Q14088547 | 5.0 |
| Q17329933 | 5.0 |
| Q4757275 | 5.0 |
| Q18158784 | 6.0 |
| Q4211147 | 3.0 |
| Q443133 | 6.0 |
| Q381769 | 10.0 |
| Q6186489 | 5.0 |
| Q1504688 | 6.0 |
| Q4314633 | 7.0 |
| Q16652253 | 5.0 |
| Q2217911 | 9.0 |
| Q4893207 | 8.0 |
| Q11096920 | 7.0 |
| Q431989 | 8.0 |
| Q7282865 | 9.0 |
| Q16843793 | 6.0 |
| Q10520291 | 5.0 |
| Q325433 | 9.0 |
| Q3607449 | 8.0 |
| Q4933585 | 11.0 |
| Q1897036 | 6.0 |
| Q272918 | 7.0 |
| Q536594 | 10.0 |
| Q13983027 | 3.0 |
| Q18279673 | 5.0 |
| Q1097391 | 5.0 |
| Q5556342 | 5.0 |
| Q18095 | 22.0 |
| Q1361689 | 8.0 |
| Q357 | 4.0 |
| Q18763624 | 6.0 |
| Q234068 | 13.0 |
| Q18845578 | 4.0 |
| Q5719244 | 5.0 |
| Q6238670 | 5.0 |
| Q6085194 | 5.0 |
| Q3704637 | 10.0 |
| Q7631476 | 2.0 |
| Q1334949 | 21.0 |
| Q6177861 | 6.0 |
| Q15034427 | 6.0 |
| Q7822462 | 5.0 |
| Q16833448 | 5.0 |
| Q183210 | 14.0 |
| Q15907451 | 5.0 |
| Q19115447 | 5.0 |
| Q14584254 | 9.0 |
| Q16010426 | 5.0 |
| Q18646618 | 88.0 |
| Q1885966 | 5.0 |
| Q702096 | 4.0 |
| Q548502 | 5.0 |
| Q4104083 | 6.0 |
| Q1729776 | 8.0 |
| Q17329905 | 8.0 |
| Q18177714 | 6.0 |
| Q3752357 | 6.0 |
| Q11516840 | 7.0 |
| Q346 | 33.0 |
| Q334180 | 11.0 |
| Q17334334 | 33.0 |
| Q1701025 | 7.0 |
| Q1930887 | 5.0 |
| Q4296262 | 8.0 |
| Q4522439 | 14.0 |
| Q5203833 | 6.0 |
| Q446941 | 12.0 |
| Q4532408 | 9.0 |
| Q501941 | 7.0 |
| Q128757 | 8.0 |
| Q6271630 | 17.0 |
| Q1637787 | 17.0 |
| Q1041779 | 3.0 |
| Q1613519 | 10.0 |
| Q3112340 | 14.0 |
| Q11904802 | 3.0 |
| Q366834 | 13.0 |
| Q11881334 | 5.0 |
| Q4196027 | 12.0 |
| Q6538066 | 5.0 |
| Q623787 | 7.0 |
| Q16163 | 128.0 |
| Q4788748 | 5.0 |
| Q5232343 | 6.0 |
| Q6686585 | 6.0 |
| Q156600 | 9.0 |
| Q2891152 | 5.0 |
| Q114975 | 13.0 |
| Q365040 | 6.0 |
| Q932256 | 9.0 |
| Q17299229 | 5.0 |
| Q5310345 | 6.0 |
| Q19826384 | 5.0 |
| Q4985 | 14.0 |
| Q12351531 | 5.0 |
| Q385795 | 12.0 |
| Q155797 | 4.0 |
| Q1663371 | 6.0 |
| Q1349416 | 6.0 |
| Q15303868 | 6.0 |
| Q1043046 | 8.0 |
| Q64726 | 9.0 |
| Q11572913 | 9.0 |
| Q4726032 | 10.0 |
| Q2502784 | 4.0 |
| Q17386855 | 5.0 |
| Q3525048 | 5.0 |
| Q6186734 | 6.0 |
| Q2262510 | 5.0 |
| Q166931 | 25.0 |
| Q1645003 | 15.0 |
| Q447739 | 6.0 |
| Q15477 | 55.0 |
| Q4090481 | 9.0 |
| Q17386748 | 12.0 |
| Q2354251 | 28.0 |
| Q1366442 | 9.0 |
| Q1556616 | 7.0 |
| Q3521423 | 6.0 |
| Q1717821 | 7.0 |
| Q16007520 | 8.0 |
| Q11259642 | 5.0 |
| Q85342 | 12.0 |
| Q3609348 | 9.0 |
| Q14920689 | 6.0 |
| Q1491572 | 7.0 |
| Q3079187 | 7.0 |
| Q18792651 | 4.0 |
val twoCycles = graph.find("(a)-[r1]->(b); (b)-[r2]->(a)")
display(twoCycles)
val threeCycles = graph.find("(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(a)")
display(threeCycles)
val twoCyclesSym = twoCycles.filter("r1.rel == r2.rel")
display(twoCyclesSym)
val aSymFraction = twoCyclesSym.filter("r1.rel == \"a\"").count.toDouble / graph.edges.filter("rel == \"a\"").count.toDouble
print(s"${aSymFraction * 100}% relationships of type a are symmetric relations\n")
NaN% relationships of type a are symmetric relations
aSymFraction: Double = NaN
FileUtils.copyURLToFile(new URL("https://liuonline-my.sharepoint.com/:x:/g/personal/joeos82_liu_se/Ec7ZBrU6BP9Fqlb2IqqejGIBCe2HDURvSL_FrK6Y1ULlaw?download=1"), new File("/tmp/relation_description.csv"))
ls dbfs:/FileStore/tables/
| path | name | size | modificationTime |
|---|---|---|---|
| dbfs:/FileStore/tables/000a_finance_utils.scala | 000a_finance_utils.scala | 2187.0 | 1.652291007e12 |
| dbfs:/FileStore/tables/2022_01_06.csv | 2022_01_06.csv | 2860284.0 | 1.669019313e12 |
| dbfs:/FileStore/tables/BraTS2020/ | BraTS2020/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/GDELT_raw_data.scala | GDELT_raw_data.scala | 3820.0 | 1.639080886e12 |
| dbfs:/FileStore/tables/LT_accV.parquet | LT_accV.parquet | 365326.0 | 1.651063355e12 |
| dbfs:/FileStore/tables/LT_time_intervals | LT_time_intervals | 43839.0 | 1.650978642e12 |
| dbfs:/FileStore/tables/LTaccidents_id_date.parquet | LTaccidents_id_date.parquet | 89266.0 | 1.650959525e12 |
| dbfs:/FileStore/tables/LTcar_locations-2.csv | LTcar_locations-2.csv | 706938.0 | 1.648056387e12 |
| dbfs:/FileStore/tables/LTnodes.csv | LTnodes.csv | 587461.0 | 1.651497038e12 |
| dbfs:/FileStore/tables/RDI/ | RDI/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/UUnodes.csv | UUnodes.csv | 29335.0 | 1.649242378e12 |
| dbfs:/FileStore/tables/UUways.csv | UUways.csv | 906.0 | 1.649242378e12 |
| dbfs:/FileStore/tables/Vide/ | Vide/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/VideoPose3D/ | VideoPose3D/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/WheresCroc_1_2_2.zip | WheresCroc_1_2_2.zip | 22591.0 | 1.659368605e12 |
| dbfs:/FileStore/tables/albin/ | albin/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/anlociStoUlaOreb.csv | anlociStoUlaOreb.csv | 373172.0 | 1.645368661e12 |
| dbfs:/FileStore/tables/bcousd_20220512T084217Z_001.zip | bcousd_20220512T084217Z_001.zip | 2.8871314e7 | 1.652346063e12 |
| dbfs:/FileStore/tables/bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv-1.zip | bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv-1.zip | 1.05242372e8 | 1.652091484e12 |
| dbfs:/FileStore/tables/bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv.zip | bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv.zip | 1.05242372e8 | 1.651762208e12 |
| dbfs:/FileStore/tables/city_to_parish.csv | city_to_parish.csv | 1438.0 | 1.668783748e12 |
| dbfs:/FileStore/tables/emptyPagesTable-1.csv | emptyPagesTable-1.csv | 275.0 | 1.66751842e12 |
| dbfs:/FileStore/tables/emptyPagesTable.csv | emptyPagesTable.csv | 275.0 | 1.667518159e12 |
| dbfs:/FileStore/tables/errors.txt | errors.txt | 802.0 | 1.64805621e12 |
| dbfs:/FileStore/tables/events_test.csv | events_test.csv | 447.0 | 1.6414837e12 |
| dbfs:/FileStore/tables/events_test_albin.csv/ | events_test_albin.csv/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/hd_audio_tar.gz | hd_audio_tar.gz | 3.37342212e8 | 1.651157785e12 |
| dbfs:/FileStore/tables/link_mapping.json | link_mapping.json | 7.64125025e8 | 1.669304447e12 |
| dbfs:/FileStore/tables/lithuania_coordinates_transf_osm_pbf_node.parquet | lithuania_coordinates_transf_osm_pbf_node.parquet | 7.36902938e8 | 1.649250128e12 |
| dbfs:/FileStore/tables/ltcar_reprojected.csv | ltcar_reprojected.csv | 752891.0 | 1.648818513e12 |
| dbfs:/FileStore/tables/mpn1000rnd20210902_2.csv | mpn1000rnd20210902_2.csv | 2.7386942e7 | 1.645368631e12 |
| dbfs:/FileStore/tables/mpn2.bz2 | mpn2.bz2 | 2.0507172e7 | 1.63931746e12 |
| dbfs:/FileStore/tables/name_to_page.json | name_to_page.json | 1.69131043e8 | 1.669304018e12 |
| dbfs:/FileStore/tables/over300all.txt | over300all.txt | 31334.0 | 1.63726937e12 |
| dbfs:/FileStore/tables/over300all_2.txt | over300all_2.txt | 31334.0 | 1.637269574e12 |
| dbfs:/FileStore/tables/page_to_namespace_title.json | page_to_namespace_title.json | 1.66108758e8 | 1.669304139e12 |
| dbfs:/FileStore/tables/relation_descriptions.csv | relation_descriptions.csv | 339567.0 | 1.669801533e12 |
| dbfs:/FileStore/tables/social_media_usage.csv | social_media_usage.csv | 402147.0 | 1.648479618e12 |
| dbfs:/FileStore/tables/svwiki-redirects/ | svwiki-redirects/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/trase/ | trase/ | 0.0 | 1.669801897743e12 |
| dbfs:/FileStore/tables/voronoi20191213uppsla1st.txt | voronoi20191213uppsla1st.txt | 2613.0 | 1.639305528e12 |
| dbfs:/FileStore/tables/voronoi20191213uppsla2d.txt | voronoi20191213uppsla2d.txt | 4924.0 | 1.639305528e12 |
| dbfs:/FileStore/tables/voronoi20191213uppsla3d.txt | voronoi20191213uppsla3d.txt | 7022.0 | 1.639305529e12 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen1.txt | voronoiUlaStoOreb_bbox_queen1.txt | 497069.0 | 1.645368651e12 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen2.txt | voronoiUlaStoOreb_bbox_queen2.txt | 1046400.0 | 1.645368652e12 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen3.txt | voronoiUlaStoOreb_bbox_queen3.txt | 1730809.0 | 1.645368653e12 |
| dbfs:/FileStore/tables/voronoi_input.csv | voronoi_input.csv | 6857.0 | 1.639305508e12 |
val rel_name_path = "dbfs:/FileStore/tables/relation_descriptions.csv"
rel_name_path: String = dbfs:/FileStore/tables/relation_descriptions.csv
// Load the names of the different relations
val rel_name_path = "dbfs:/FileStore/tables/relation_descriptions.csv"
val rel_name_df = spark.read.format("csv").option("inferSchema", "false").option("header", "true").option("sep", ",").load(rel_name_path)
display(rel_name_df)
| _c0 | label | description |
|---|---|---|
| P1001 | applies to jurisdiction | the item (institution, law, public office, public register...) or statement belongs to or has power over or applies to the value (a territorial jurisdiction: a country, state, municipality, ...) |
| P1002 | engine configuration | configuration of an engine's cylinders |
| P101 | field of work | specialization of a person or organization; see P106 for the occupation |
| P1012 | including | usually used as a qualifier |
| P1018 | language regulatory body | regulatory body of a language |
| P102 | member of political party | the political party of which a person is or has been a member or otherwise affiliated |
| P1026 | academic thesis | thesis or dissertation written for a degree |
| P1027 | conferred by | person or organization who grants an award, certification, grant, or role |
| P1028 | donated by | person or organization who donated the object |
| P1029 | crew member(s) | person(s) that participated operating or serving aboard this vehicle |
| P103 | native language | language or languages a person has learned from early childhood |
| P1032 | Digital Rights Management system | technologies to control the use of digital content and devices after sale |
| P1033 | GHS signal word | "please use with items ""warning"" (Q15350847) and ""danger"" (Q15221217)" |
| P1035 | honorific suffix | word or expression with connotations conveying esteem or respect when used, after a name, in addressing or referring to a person |
| P1037 | director / manager | person who manages any kind of group |
| P1038 | relative | "family member (qualify with ""type of kinship"" |
| P1039 | kinship to subject | "qualifier of ""relative"" (P1038) to indicate less usual family relationships (ancestor |
| P1040 | film editor | person who works with the raw footage, selecting shots and combining them into sequences to create a finished motion picture |
| P1046 | discovery method | way an exoplanet was discovered |
| P1049 | worshipped by | religion or group/civilization that worships a given deity |
| P105 | taxon rank | level in a taxonomic hierarchy |
| P1050 | medical condition | any state relevant to the health of an organism, including diseases and positive conditions |
| P1056 | product or material produced | material or product produced by a government agency, business, industry, facility, or process |
| P1057 | chromosome | chromosome on which an entity is localized |
| P106 | occupation | "occupation of a person; see also ""field of work"" (Property:P101) |
| P1060 | disease transmission process | "process by which a pathogen is transmitted, equivalent to ""transmitted by"" in the relation ontology http://purl.obolibrary.org/obo/RO_0002451" |
| P1064 | track gauge | spacing of the rails on a railway track |
| P1066 | student of | person who has taught this person |
| P1068 | instruction set | set of machine code instructions on which a processor architecture is based |
| P1071 | location of creation | place where the item was made; where applicable, location of final assembly |
| P1072 | readable file format | file format a program can open and read |
| P1073 | writable file format | file format a program can create and/or write to |
| P1074 | fictional or mythical analog of | used to link an entity or class of entities appearing in a creative work with the analogous entity or class of entities in the real world |
| P1075 | rector | senior official in an educational institution |
| P1079 | launch contractor | organization contracted to launch the rocket |
| P108 | employer | person or organization for which the subject works or worked |
| P1080 | from narrative universe | subject's fictional entity is in the object narrative. See also P1441 (present in work) and P1445 (fictional universe described in) |
| P110 | illustrator | person drawing the pictures or taking the photographs in a book |
| P111 | measured physical quantity | value of a physical property expressed as number multiplied by a unit |
| P112 | founded by | founder or co-founder of this organization, religion or place |
| P113 | airline hub | airport that serves as a hub for an airline |
| P1136 | solved by | person that solved a scientific question |
| P1137 | fossil found in this unit | fossils that are found in this stratigraphic unit |
| P114 | airline alliance | alliance the airline belongs to |
| P1142 | political ideology | political ideology of an organization or person or of a work (such as a newspaper) |
| P1145 | Lagrangian point | libration point of an object (default: object-sun-earth) |
| P115 | home venue | home stadium or venue of a sports team or applicable performing arts organization |
| P1151 | topic's main Wikimedia portal | Wikimedia portal associated with this topic |
| P1158 | location of landing | location where the craft landed |
| P1165 | home world | home planet or natural satellite for a fictional character or species |
| P118 | league | league in which team or player plays or has played in |
| P119 | place of burial | location of grave, resting place, place of ash-scattering, etc. (e.g., town/city or cemetery) for a person or animal. There may be several places: e.g., re-burials, parts of body buried separately. |
| P1192 | connecting service | service stopping at a station |
| P1196 | manner of death | general circumstances of a person's death; e.g. natural causes, accident, suicide, homicide, etc. Use 'cause of death' (P509) for the specific physiological mechanism, e.g. heart attack, trauma, pneumonia... |
| P1200 | bodies of water basin category | the Wikimedia category associated with the basin of a bodies of water |
| P1201 | space tug | spacecraft vehicle designed to move the payload from a reference orbit to the target orbit, or direct it to an interplanetary trajectory |
| P1202 | carries scientific instrument | scientific instruments carried by a vessel, satellite, or device that are not required for propelling or navigating |
| P1204 | Wikimedia portal's main topic | primary topic of this Wikimedia portal |
| P121 | item operated | equipment, installation or service operated by the subject |
| P1211 | fuel system | fuel system that an engine uses |
| P122 | basic form of government | subject's government |
| P123 | publisher | organization or person responsible for publishing books, periodicals, printed music, podcasts, games or software |
| P126 | maintained by | person or organization in charge of keeping the subject (for instance an infrastructure) in functioning order |
| P1264 | valid in period | time period when a statement is valid |
| P1268 | represents | organization, individual, or concept that an entity represents |
| P1269 | facet of | topic of which this item is an aspect, item that offers a broader perspective on the same topic |
| P127 | owned by | owner of the subject |
| P1283 | filmography | "item for the list of films a person has contributed to. Don't use it to add film items. Instead, add actors as ""cast member"" (P161) on items for films |
| P129 | physically interacts with | physical entity that the subject interacts with |
| P1290 | godparent | person who is the godparent of a given person |
| P1299 | depicted by | object depicting this subject (creative works, books of the bible) |
| P1302 | primary destinations | major towns and cities that a road serves |
| P1303 | instrument | musical instrument that a person plays or teaches or used in a music occupation |
| P1304 | central bank | country's central bank |
| P1308 | officeholder | persons who hold and/or held an office or noble title |
| P131 | located in the administrative territorial entity | the item is located on the territory of the following administrative entity. Use P276 for specifying locations that are non-administrative places and for items about events. Use P1382 if the item falls only partially into the administrative entity. |
| P1312 | has facet polytope | facet of a polytope, in the next-lower dimension |
| P1313 | office held by head of government | political office that is fulfilled by the head of the government of this item |
| P1318 | proved by | person who proved something |
| P1321 | place of origin (Switzerland) | lieu d'origine/Heimatort/luogo d'origine of a Swiss national. Not be confused with place of birth or place of residence |
| P1322 | dual to | dual of a polytope, graph or curve |
| P1327 | partner in business or sport | professional collaborator |
| P1336 | territory claimed by | administrative divisions that claim control of a given area |
| P134 | Unknown | Unknown |
| P1340 | eye color | color of the irises of a person's eyes |
| P1343 | described by source | work where this item is described |
| P1344 | participant in | event in which a person or organization was/is a participant; inverse of P710 or P1923 |
| P1346 | winner | "winner of a competition or similar event, not to be used for awards (instead use ""award received"" (P166) on awardee's item |
| P1347 | military casualty classification | allowed values: killed in action (Q210392), missing in action (Q2344557), died of wounds (Q16861372), prisoner of war (Q179637), killed in flight accident (Q16861407), others used in military casualty classification |
| P135 | movement | literary, artistic, scientific or philosophical movement or scene associated with this person or work. For political ideologies use P1142. |
| P136 | genre | creative work's genre or an artist's field of work (P101). Use main subject (P921) to relate creative works to their topic |
| P1363 | points/goal scored by | person who scored a point or goal in a game |
| P1365 | replaces | "person, state or item replaced. Use ""structure replaces"" (P1398) for structures. Use ""follows"" (P155) if the previous item was not replaced or predecessor and successor are identical" |
| P1366 | replaced by | "other person or item which continues the item by replacing it in its role. Use P156 (""followed by"") if the item is not replaced nor identical |
| P137 | operator | person, profession, or organization that operates the equipment, facility, or service |
| P1372 | binding of software library | software library in another programming language provided by the subject software binding |
| P1376 | capital of | country, state, department, canton or other administrative division of which the municipality is the governmental seat |
| P138 | named after | "entity or event that inspired the subject's name, or namesake (in at least one language). Qualifier ""applies to name"" (P5168) can be used to indicate which one" |
| P1382 | partially coincident with | object that partially overlaps with the subject in its instances, parts, or members |
| P1383 | contains settlement | settlement which an administrative division contains |
| P1387 | political alignment | political position within the left–right political spectrum |
| P1389 | product certification | "certification for a product, qualify with P1001 (""applies to jurisdiction"") if needed" |
| P1393 | proxy | person authorized to act for another |
| P1398 | structure replaces | the item this building or structure replaced, at the same geographic location |
| P1399 | convicted of | crime a person was convicted of |
| P140 | religion or worldview | religion of a person, organization or religious building, or associated with this subject |
| P1403 | original combination | for animals: the combination (binomen or trinomen) where the species-group name used in this taxon name was first published |
| P1406 | script directionality | direction that a writing system goes in |
| P1408 | licensed to broadcast to | place that a radio/TV station is licensed/required to broadcast to |
| P141 | IUCN conservation status | conservation status assigned by the International Union for Conservation of Nature |
| P1411 | nominated for | "award nomination received by a person, organisation or creative work (inspired from ""award received"" (Property:P166))" |
| P1412 | languages spoken, written or signed | language(s) that a person or a people speaks, writes or signs, including the native language(s) |
| P1414 | GUI toolkit or framework | framework or toolkit a program uses to display the graphical user interface |
| P1416 | affiliation | organization that a person or organization is affiliated with (not necessarily member of or employed by) |
| P1419 | shape | shape of an object |
| P1420 | taxon synonym | name listed as synonym of a taxon name |
| P1423 | template has topic | topic related to template |
| P1424 | topic's main template | the main template relating to a topic |
| P1427 | start point | starting place of this journey, flight, voyage, trek, migration etc. |
| P1429 | has pet | pet that a person owns |
| P143 | imported from Wikimedia project | source of this claim's value; used in references section by bots or humans importing data from Wikimedia projects |
| P1431 | executive producer | executive producer of a movie or TV show |
| P1432 | Unknown | Unknown |
| P1433 | published in | larger work that a given work was published in, like a book, journal or music album |
| P1434 | takes place in fictional universe | the subject is a work describing a fictional universe, i.e. whose plot occurs in this universe. |
| P1435 | heritage designation | heritage designation of a cultural or natural site |
| P144 | based on | the work(s) used as the basis for subject item |
| P1441 | present in work | this (fictional or fictionalized) entity or person appears in that work as part of the narration (use P2860 for works citing other works, P361/P1433 for works being part of other works, P1343 for entities described in non-fictional accounts) |
| P1444 | destination point | destination for this route (journey, flight, sailing, exploration, migration, etc.) |
| P1445 | fictional universe described in | "to link a fictional universe with a work that describes it: <universe> ""described in the work:"" <work>" |
| P1454 | legal form | legal form of an entity |
| P1455 | list of works | link to the article with the works of a person; use P358 for discographies |
| P1456 | list of monuments | link to the list of heritage monuments in the place/area |
| P1462 | standards body | organisation that published or maintains the standard governing an item |
| P1464 | category for people born here | category item that groups people born in this place |
| P1465 | category for people who died here | category item for people who died in this location |
| P1478 | has immediate cause | nearest, proximate thing that directly resulted in the subject as outcome or effect. Used in conjunction with 'has cause' (i.e. underlying cause) and 'has contributing factor'. See 'Help:Modeling causes'. |
| P1479 | has contributing factor | thing that significantly influenced, but did not directly cause, this outcome or effect. Used in conjunction with 'has cause' and 'has immediate cause'. See '[[Help:Modeling causes]]'. |
| P149 | architectural style | architectural style of a structure |
| P150 | contains the administrative territorial entity | (list of) direct subdivisions of an administrative territorial entity |
| P1531 | parent of this hybrid, breed, or cultivar | 杂交种或品种的祖先物种 |
| P1532 | country for sport | country a person or a team represents when playing a sport |
| P1533 | family name identical to this given name | last name that is the same as a given first name. Use on items for given names |
| P1534 | end cause | qualifier to use together with the end date qualifier (P582) to specify the cause |
| P1535 | used by | item or concept that makes use of the subject (use sub-properties when appropriate) |
| P1536 | immediate cause of | immediate effect of this cause |
| P1537 | contributing factor of | thing that is significantly influenced by this cause, but does not directly result from it. See 'Help:Modeling causes' for examples and discussion. |
| P1542 | has effect | effect of this item |
| P1546 | motto | description of the motto of the subject |
| P1547 | depends on software | subject software depends on object software |
| P155 | follows | "immediately prior item in a series of which the subject is a part, preferably use as qualifier of P179 [if the subject has replaced the preceding item, e.g. political offices, use ""replaces"" (P1365)]" |
| P1552 | has quality | the entity has an inherent or distinguishing non-material characteristic |
| P1557 | manifestation of | inherent and characteristic embodiment of a given concept |
| P1558 | tempo marking | qualitative indication about the speed or pace of a given musical piece (use P1725 for numerical tempo markings) |
| P156 | followed by | "immediately following item in a series of which the subject is a part, preferably use as qualifier of P179 [if the subject has been replaced, e.g. political offices, use ""replaced by"" (P1366)]" |
| P1560 | given name version for other gender | equivalent name (with respect to the meaning of the name) in the same language: female version of a male first name, male version of a female first name. Add primarily the closest matching one |
| P1568 | definition domain | "set of ""input"" or argument values for which a mathematical function is defined" |
| P157 | killed by | person who killed the subject |
| P1571 | codomain | codomain of a function |
| P1574 | exemplar of | property for manuscripts, autographs, incunabula, distinct printed copies |
| P1576 | lifestyle | typical way of life of an individual, group, or culture |
| P1582 | natural product of taxon | links a natural product with its source (animal, plant, fungal, algal, etc.) |
| P1589 | lowest point | point with lowest elevation in the country, region, city or area |
| P159 | headquarters location | city, where an organization's headquarters is or has been situated. Use P276 qualifier for specific building |
| P1591 | defendant | person or organization accused, at a trial |
| P1592 | prosecutor | person representing the prosecuting authority, at a trial |
| P1593 | defender | person representing the defendant, at a trial |
| P1594 | judge | judge, magistrate or equivalent, presiding at a trial |
| P1595 | charge | offence with which someone is charged, at a trial |
| P1596 | penalty | penalty imposed by an authority |
| P1597 | Unknown | Unknown |
| P1598 | consecrator | bishop who presided as consecrator or co-consecrator of this bishop |
| P16 | transport network | network the infrastructure is a part of |
| P1605 | has natural reservoir | host species for the pathogen in which it is endemic |
| P1606 | natural reservoir of | pathogen of which this species is a long-term host |
| P161 | cast member | "actor in the subject production [use ""character role"" (P453) and/or ""name of the character role"" (P4633) as qualifiers] [use ""voice actor"" (P725) for voice-only role]" |
| P1611 | NATO code for grade | NATO Code for Grades of Military Personnel |
| P162 | producer | person(s) who produced the film, musical work, theatrical production, etc. (for film, this does not include executive producers, associate producers, etc.) [for production company, use P272, video games - use P178] |
| P1620 | plaintiff | party who initiates a lawsuit |
| P1622 | driving side | side of the road that vehicles drive on in a given jurisdiction |
| P163 | flag | subject's flag |
| P1637 | undercarriage | type of aircraft landing gear the item is equipped with |
| P1639 | pendant of | other work in a pair of opposing artworks, such as wedding portraits, commissioned together, but not always |
| P1640 | curator | content specialist responsible for this collection or exhibition |
| P1652 | referee | referee or umpire of a match |
| P1654 | wing configuration | configuration of wing(s) used by an aircraft |
| P1656 | unveiled by | person who unveils a statue, sculpture, memorial or plaque, etc. |
| P1657 | MPA film rating | US film classification administered by the Motion Picture Association of America |
| P166 | award received | award or recognition received by a person, organization or creative work |
| P167 | structure replaced by | the item which replaced this building or structure, at the same geographic location |
| P1672 | this taxon is source of | "links a taxon to natural products it produces. Note that it does not say ""this taxon is the source of"" or ""this taxon is a source of"" as this may vary. Some products may be yielded by more than one taxon." |
| P1678 | has vertex figure | the figure exposed when a corner of a polytope is sliced off |
| P169 | chief executive officer | highest-ranking corporate officer appointed as the CEO within an organization |
| P17 | country | sovereign state of this item (not to be used for human beings) |
| P170 | creator | maker of this creative work or other object (where no more specific property exists) |
| P1703 | is pollinated by | how pollen from the male anthers is transferred to the female stigma of a flower |
| P1704 | is pollinator of | plant that this animal visits for pollen (and that it pollinates) |
| P171 | parent taxon | closest parent taxon of the taxon in question |
| P1716 | brand | commercial brand associated with the item |
| P172 | ethnic group | subject's ethnicity (consensus is that a VERY high standard of proof is needed for this field to be used. In general this means 1) the subject claims it themselves, or 2) it is widely agreed on by scholars, or 3) is fictional and portrayed as such) |
| P1731 | Fach | describes the special abilities of an operatic singers voice |
| P1740 | category for films shot at this location | the object is a category for films shot at or in the subject |
| P175 | performer | actor, musician, band or other performer associated with this role or musical work |
| P1750 | name day | "day of the year associated with a first/given name. A qualifier should be used to identify the calendar that is being used. Distinguish from ""feast day"" (P:P841)" |
| P1753 | list related to category | Wikimedia list equivalent to a Wikimedia category |
| P1754 | category related to list | Wikimedia category that matches the Wikimedia list |
| P176 | manufacturer | manufacturer or producer of this product |
| P177 | crosses | obstacle (body of water, road, railway...) which this bridge crosses over or this tunnel goes under |
| P1773 | Unknown | Unknown |
| P1774 | workshop of | artist whose work group are the likely creator of an artwork |
| P178 | developer | organization or person that developed the item |
| P1789 | chief operating officer | the chief operating officer of an organization |
| P179 | part of the series | series which contains the subject |
| P1791 | category of people buried here | Wikimedia category for people with a burial site within this area |
| P1792 | category of associated people | Wikimedia category for people associated with this place or organization |
| P180 | depicts | entity visually depicted in an image, literarily described in a work, or otherwise incorporated into an audiovisual or other medium; see also P921, 'main subject' |
| P1809 | choreographer | person(s) who did the choreography |
| P1811 | list of episodes | link to the article with the list of episodes for this series |
| P1817 | addressee | person or organization to whom a letter or note is addressed |
| P183 | endemic to | sole location or habitat type where the taxon lives |
| P1830 | owner of | entities owned by the subject |
| P184 | doctoral advisor | person who supervised the doctorate or PhD thesis of the subject |
| P185 | doctoral student | doctoral student(s) of a professor |
| P1851 | input set | a superset of the domain of a function or relation that may include some inputs for which the function is not defined; to specify the set of only those inputs for which the function is defined use domain (P1568) |
| P1853 | blood type | blood type of the human or animal |
| P186 | made from material | material the subject or the object is made of or derived from (do not confuse with P10672 which is used for processes) |
| P1875 | represented by | person or agency that represents or manages the subject |
| P1876 | vehicle | vessel involved in this mission, voyage or event |
| P1877 | after a work by | artist whose work strongly inspired/ was copied in this item |
| P1880 | measurement scale | scale by which a phenomenon is measured |
| P1881 | list of characters | Wikimedia page with the list of characters for this work |
| P1884 | hair color | person's hair color. Use P585 as qualifier if there's more than one value |
| P1885 | cathedral | principal church of a religious district |
| P1887 | vice-county | geographical delineation utilized for biological records in the British Isles |
| P189 | location of discovery | where the item was located when discovered |
| P19 | place of birth | most specific known (e.g. city instead of country, or hospital instead of city) birth location of a person, animal or fictional character |
| P190 | twinned administrative body | twin towns, sister cities, twinned municipalities and other localities that have a partnership or cooperative agreement, either legally or informally acknowledged by their governments |
| P193 | main building contractor | the main organization responsible for construction of this structure or building |
| P194 | legislative body | legislative body governing this entity; political institution with elected representatives, such as a parliament/legislature or council |
| P195 | collection | art, museum, archival, or bibliographic collection the subject is part of |
| P196 | minor planet group | is in grouping of minor planets according to similar orbital characteristics |
| P197 | adjacent station | the stations next to this station, sharing the same line(s) |
| P199 | business division | organizational divisions of this organization (which are not independent legal entities) |
| P20 | place of death | most specific known (e.g. city instead of country, or hospital instead of city) death location of a person, animal or fictional character |
| P200 | inflows | major inflow sources — rivers, aquifers, glacial runoff, etc. Some terms may not be place names, e.g. none |
| P201 | lake outflow | rivers and other outflows waterway names. If evaporation or seepage are notable outflows, they may be included. Some terms may not be place names, e.g. evaporation |
| P205 | basin country | country that have drainage to/from or border the body of water |
| P206 | located in or next to body of water | body of water on or next to which a place is located |
| P208 | executive body | branch of government for the daily administration of the territorial entity |
| P209 | highest judicial authority | supreme judicial body within a country, administrative division, or other organization |
| P21 | sex or gender | sex or gender identity of human or animal. For human: male, female, non-binary, intersex, transgender female, transgender male, agender. For animal: male organism, female organism. Groups of same gender use subclass of (P279) |
| P210 | party chief representative | chief representative of a party in an institution or an administrative unit (use qualifier to identify the party) |
| P22 | father | "male parent of the subject. For stepfather, use ""stepparent"" (P3448)" |
| P237 | coat of arms | subject's coat of arms |
| P241 | military branch | branch to which this military unit, award, office, or person belongs, e.g. Royal Navy |
| P248 | stated in | to be used in the references field to refer to the information document or database in which a claim is made; for qualifiers use P805; for the type of document in which a claim is made use P3865 |
| P25 | mother | "female parent of the subject. For stepmother, use ""stepparent"" (P3448)" |
| P26 | spouse | "the subject has the object as their spouse (husband, wife, partner, etc.). Use ""unmarried partner"" (P451) for non-married companions" |
| P263 | official residence | the residence at which heads of government and other senior figures officially reside |
| P264 | record label | brand and trademark associated with the marketing of subject music recordings and music videos |
| P27 | country of citizenship | the object is a country that recognizes the subject as its citizen |
| P272 | production company | company that produced this film, audio or performing arts work |
| P275 | copyright license | license under which this copyrighted work is released |
| P276 | location | location of the object, structure or event. In the case of an administrative entity as containing item use P131. For statistical entities use P8138. In the case of a geographic entity use P706. Use P7153 for locations associated with the object. |
| P277 | programmed in | the programming language(s) in which the software is developed |
| P279 | subclass of | this item is a subclass (subset) of that item; all instances of these items are instances of those items; different from P31 (instance of), e.g.: K2 is an instance of mountain; volcano is a subclass of mountain (and an instance of volcanic landform). |
| P282 | writing system | alphabet, character set or other system of writing used by a language, supported by a typeface |
| P286 | head coach | on-field manager or head coach of a sports club (not to be confused with a general manager P505, which is not a coaching position) or person |
| P287 | designed by | person(s) or organization which designed the object |
| P289 | vessel class | series of vessels built to the same design of which this vessel is a member |
| P291 | place of publication | geographical place of publication of the edition (use 1st edition when referring to works) |
| P30 | continent | continent of which the subject is a part |
| P301 | category's main topic | primary topic of the subject Wikimedia category |
| P306 | operating system | operating system (OS) on which a software works or the OS installed on hardware |
| P31 | instance of | that class of which this subject is a particular example and member; different from P279 (subclass of); for example: K2 is an instance of mountain; volcano is a subclass of mountain (and an instance of volcanic landform) |
| P344 | director of photography | person responsible for the framing, lighting, and filtration of the subject work |
| P35 | head of state | official with the highest formal authority in a country/state |
| P355 | has subsidiary | "subsidiary of a company or organization; generally a fully owned separate corporation. Compare with ""business division"" (P199). Opposite of parent organization (P749)." |
| P358 | discography | item for list pages with discography of artist or band |
| P36 | capital | seat of government of a country, province, state or other type of administrative territorial entity |
| P360 | is a list of | common element between all listed items |
| P361 | part of | "object of which the subject is a part (if this subject is already part of object A which is a part of object B, then please only make the subject part of object A). Inverse property of ""has part"" (P527 |
| P364 | original language of film or TV show | "language in which a film or a performance work was originally created. Deprecated for written works and songs; use P407 (""language of work or name"") instead." |
| P366 | has use | main use of the subject (includes current and former usage) |
| P37 | official language | language designated as official by this item |
| P371 | presenter | main role in presenting a radio or television program or a performing arts show |
| P375 | space launch vehicle | type of rocket or other vehicle for launching subject payload into outer space |
| P376 | located on astronomical body | astronomical body on which features or places are situated |
| P38 | currency | currency used by item |
| P39 | position held | subject currently or formerly holds the object position or public office |
| P397 | parent astronomical body | major astronomical body the item belongs to |
| P398 | child astronomical body | minor body that belongs to the item |
| P399 | companion of | two or more astronomic bodies of the same type relating to each other |
| P40 | child | subject has object as child. Do not use for stepchildren |
| P400 | platform | platform for which a work was developed or released, or the specific platform version of a software product |
| P403 | mouth of the watercourse | the body of water to which the watercourse drains |
| P404 | game mode | a video game's available playing mode(s) |
| P406 | soundtrack release | music release that incorporates music directly recorded from the soundtrack of an audiovisual work |
| P407 | language of work or name | "language associated with this creative work (such as books, shows, songs, broadcasts or websites) or a name (for persons use ""native language"" (P103) and ""languages spoken |
| P408 | software engine | software engine employed by the subject item |
| P410 | military rank | "military rank achieved by a person (should usually have a ""start time"" qualifier) |
| P411 | canonization status | stage in the process of attaining sainthood per the subject's religious organization |
| P412 | voice type | person's voice type. expected values: soprano, mezzo-soprano, contralto, countertenor, tenor, baritone, bass (and derivatives) |
| P413 | position played on team / speciality | position or specialism of a player on a team |
| P414 | stock exchange | exchange on which this company is traded |
| P415 | radio format | describes the overall content broadcast on a radio station |
| P417 | patron saint | patron saint adopted by the subject |
| P418 | has seal, badge, or sigil | links to the item for the subject's seal |
| P421 | located in time zone | time zone for this item |
| P423 | shooting handedness | whether the hockey player passes or shoots left- or right-handed |
| P425 | field of this occupation | field corresponding to this occupation or profession (use only for occupations/professions - for people use Property:P101, for companies use P452) |
| P427 | taxonomic type | the type genus of this family (or subfamily, etc), or the type species of this genus (or subgenus, etc) |
| P43 | Unknown | Unknown |
| P437 | distribution format | method (or type) of distribution for the subject |
| P44 | Unknown | Unknown |
| P447 | review score by | issuer of a review score |
| P448 | Unknown | Unknown |
| P449 | original broadcaster | network(s) or service(s) that originally broadcast a radio or television program |
| P450 | astronaut mission | space mission that the subject is or has been a member of (do not include future missions) |
| P451 | unmarried partner | "someone with whom the person is in a relationship without being married. Use ""spouse"" (P26) for married couples" |
| P452 | industry | specific industry of company or organization |
| P457 | foundational text | text through which an institution or object has been created or established |
| P459 | determination method | how a value is determined, or the standard by which it is declared |
| P460 | said to be the same as | this item is said to be the same as that item, but it's uncertain or disputed |
| P461 | opposite of | item that is the opposite of this item |
| P462 | color | color of subject |
| P463 | member of | organization, club or musical group to which the subject belongs. Do not use for membership in ethnic or social groups, nor for holding a political position, such as a member of parliament (use P39 for that). |
| P466 | occupant | person or organization occupying property |
| P467 | legislated by | indicates that an act or bill was passed by a legislature. The value can be a particular session of the legislature |
| P468 | dan/kyu rank | rank system used in several board games (e.g. go, shogi, renju), martial arts (e.g. judo, kendo, wushu) and some other games |
| P469 | lake on watercourse | lakes or reservoirs the river or stream flows through |
| P47 | shares border with | countries or administrative subdivisions, of equal level, that this item borders, either by land or water. A single common point is enough. |
| P470 | Eight Banner register | Manchu household register for people of the Qing Dynasty |
| P479 | input device | input device used to interact with a software or a device |
| P483 | recorded at studio or venue | studio or location where a musical composition/release was recorded |
| P485 | archives at | the institution holding the subject's archives |
| P488 | chairperson | presiding member of an organization, group or body |
| P495 | country of origin | country of origin of this item (creative work, food, phrase, product, legislation, etc.) |
| P50 | author | main creator(s) of a written work (use on works, not humans); use P2093 when Wikidata item is unknown or does not exist |
| P500 | exclave of | territory is legally or politically attached to a main territory with which it is not physically contiguous because of surrounding alien territory. It may also be an enclave. |
| P501 | enclave within | territory is entirely surrounded (enclaved) by the other territory |
| P504 | home port | "home port of the vessel (if different from ""ship registry""): For civilian ships |
| P505 | general manager | general manager of a sports team. If they are also an on-field manager use P286 instead |
| P509 | cause of death | underlying or immediate cause of death. Underlying cause (e.g. car accident, stomach cancer) preferred. Use 'manner of death' (P1196) for broadest category, e.g. natural causes, accident, homicide, suicide |
| P511 | honorific prefix | word or expression used before a name, in addressing or referring to a person |
| P512 | academic degree | academic degree that the person holds |
| P514 | interleaves with | stratigraphic relation in which two units overlap each other marginally |
| P516 | powered by | equipment or engine used by the subject to convert a source or energy into mechanical energy |
| P517 | interaction | subset of the four fundamental forces (strong (Q11415), electromagnetic (Q849919), weak (Q11418), and gravitation (Q11412) with which a particle interacts |
| P518 | applies to part | part, aspect, or form of the item to which the claim applies |
| P520 | armament | equippable weapon item for the subject |
| P521 | scheduled service destination | airport or station connected by regular direct service to the subject; for the destination of a trip see P1444 |
| P522 | type of orbit | orbit a satellite has around its central body |
| P523 | temporal range start | the start of a process or appearance of a life form or geological unit relative to the geologic time scale |
| P524 | temporal range end | the end of a process such as a geological unit or extinction of a life form relative to the geologic time scale |
| P527 | has part(s) | "part of this subject; inverse property of ""part of"" (P361). See also ""has parts of the class"" (P2670)." |
| P53 | family | family, including dynasty and nobility houses. Not family name (use P734 for family name). |
| P530 | diplomatic relation | diplomatic relations of the country |
| P531 | diplomatic mission sent | location of diplomatic mission, i.e. consulate of A in the capital city of B |
| P532 | port of registry | "ship's port of registry. This is generally painted on the ship's stern (for the ""home port"" |
| P533 | target | target of an attack or military operation |
| P534 | streak color | color of a mineral or material when abraded |
| P537 | twinning | type of twins a crystal forms |
| P538 | mineral fracture | fracture types in a mineral |
| P54 | member of sports team | sports teams or clubs that the subject represents or represented |
| P541 | office contested | title of office which election will determine the next holder of |
| P542 | officially opened by | person that officially opened the event or place |
| P543 | oath made by | person(s) that made the oath at an event, like the Olympic Games |
| P545 | torch lit by | person that lit the torch at an event, like the Olympic Games |
| P546 | docking port | intended docking port for a spacecraft |
| P547 | commemorates | what the place, monument, memorial, or holiday, commemorates |
| P550 | chivalric order | the chivalric order which a person belongs to |
| P551 | residence | the place where the person is or has been, resident |
| P552 | handedness | handedness of the person |
| P553 | website account on | website that the person or organization has an account on (use with P554) Note: only used with reliable source or if the person or organization disclosed it. |
| P556 | crystal system | type of crystal for minerals and/or for crystal compounds |
| P559 | terminus | the feature (intersecting road, train station, etc.) at the end of a linear feature |
| P560 | direction | qualifier to indicate the direction of the object relative to the subject item (for direction to the object, see P654) |
| P562 | central bank/issuer | central bank or other issuing authority for the currency |
| P565 | crystal habit | the form and proportions of a crystal or mineral |
| P566 | basionym | the legitimate, previously published name on which a new combination or name at new rank is based |
| P567 | underlies | stratigraphic unit that this unit lies under (i.e. the overlying unit) |
| P568 | overlies | stratigraphic unit that this unit lies over (i.e. the underlying unit) |
| P57 | director | director(s) of film, TV-series, stageplay, video game or similar |
| P579 | IMA status and/or rank | status given to each mineral by the IMA (International Mineralogical Association) |
| P58 | screenwriter | person(s) who wrote the script for subject item |
| P588 | coolant | substance used by the subject to dissipate excess thermal energy |
| P589 | point group | crystal subdivision |
| P59 | constellation | the area of the celestial sphere of which the subject is a part (from a scientific standpoint, not an astrological one) |
| P598 | commander of (DEPRECATED) | for persons who are notable as commanding officers, the units they commanded |
| P6 | head of government | head of the executive power of this town, city, municipality, state, country, or other governmental body |
| P607 | conflict | battles, wars or other military engagements in which the person or item participated |
| P608 | exhibition history | exhibitions where the item is or was displayed |
| P609 | terminus location | location of the terminus of a linear feature |
| P61 | discoverer or inventor | subject who discovered, first described, invented, or developed this discovery or invention |
| P610 | highest point | point with highest elevation in a region, or on the path of a race or route |
| P611 | religious order | order of monks or nuns to which an individual or religious house belongs |
| P612 | mother house | principal house or community for a religious institute |
| P618 | source of energy | describes the source of energy an animated object (machine or animal) uses |
| P624 | guidance system | guidance system of a missile |
| P629 | edition or translation of | is an edition or translation of this entity |
| P631 | structural engineer | person, group or organisation responsible for the structural engineering of a building or structure |
| P634 | captain | captain of this sports team |
| P636 | route of administration | path by which a drug, fluid, poison, or other substance is taken into the body |
| P641 | sport | sport that the subject participates or participated in or is associated with |
| P642 | of | (Use a more specific property where feasible; this property will be deprecated) qualifier stating that a statement applies within the scope of a particular item |
| P647 | drafted by | which team the player was drafted by |
| P65 | site of astronomical discovery | the place where an astronomical object was discovered (observatory, satellite) |
| P655 | translator | agent who adapts any kind of written text from one language to another |
| P658 | tracklist | audio tracks contained in this release |
| P66 | ancestral home | place of origin for ancestors of subject |
| P660 | EC enzyme classification | the Enzyme Commission (EC)-based accepted name of any enzyme classifications of the protein or RNA molecule |
| P664 | organizer | person or institution organizing an event |
| P669 | located on street | "street, road, or square, where the item is located. To add the number, use Property:P670 ""house number"" as qualifier. Use property P6375 ""street address"" |
| P674 | characters | characters which appear in this item (like plays, operas, operettas, books, comics, films, TV series, video games) |
| P676 | lyrics by | author of song lyrics |
| P680 | molecular function | represents gene ontology function annotations |
| P681 | cell component | component of the cell in which this item is present |
| P682 | biological process | is involved in the biological process |
| P684 | ortholog | orthologous gene in another species (use with 'species' qualifier) |
| P688 | encodes | the product of a gene (protein or RNA) |
| P689 | afflicts | type of organism, organ or anatomical structure which a condition or disease afflicts |
| P69 | educated at | educational institution attended by subject |
| P690 | space group | symmetry classification for 2 and 3 dimensional patterns or crystals |
| P693 | cleavage | way that crystalline materials cleave |
| P694 | replaced synonym (for nom. nov.) | previously published name on which a replacement name (avowed substitute, nomen novum) is based. |
| P7 | Unknown | Unknown |
| P702 | encoded by | the gene that encodes some gene product |
| P703 | found in taxon | the taxon in which the item can be found |
| P706 | located in/on physical feature | located on the specified (geo)physical feature. Should not be used when the value is only political/administrative (P131) or a mountain range (P4552). |
| P708 | diocese | administrative division of the church to which the element belongs; use P5607 for other types of ecclesiastical territorial entities |
| P710 | participant | "person, group of people or organization (object) that actively takes/took part in an event or process (subject). Preferably qualify with ""object has role"" (P3831). Use P1923 for participants that are teams." |
| P720 | asteroid spectral type | spectral classifications of asteroids based on spectral shape, color, and albedo |
| P725 | voice actor | "performer of a spoken role in a creative work such as animation, video game, radio drama, or dubbing over [use ""character role"" (P453) as qualifier] [use ""cast member"" (P161) for live acting]" |
| P726 | candidate | person or party that is an option for an office in this election |
| P734 | family name | part of full name of person |
| P735 | given name | first name or another given name of this person; values used with the property should not link disambiguations nor family names |
| P736 | cover art by | name of person or team creating cover artwork for book, record album, single record etc. |
| P737 | influenced by | this person, idea, etc. is informed by that other person, idea, etc., e.g. “Heidegger was influenced by Aristotle” |
| P738 | Unknown | Unknown |
| P739 | ammunition | cartridge or other ammunition used by the subject firearm |
| P740 | location of formation | location where a group or organization was formed |
| P741 | playing hand | hand used to play a racket sport |
| P744 | asteroid family | population of asteroids that share similar proper orbital elements |
| P747 | has edition or translation | link to an edition of this item |
| P748 | appointed by | who appointed the person to the office, can be used as a qualifier |
| P749 | parent organization | parent organization of an organization, opposite of subsidiaries (P355) |
| P750 | distributed by | distributor of a creative work; distributor for a record label; news agency; film distributor |
| P751 | introduced feature | feature introduced by this version of a product item |
| P765 | surface played on | the surface on which a sporting event is played |
| P767 | contributor to the creative work or subject | person or organization that contributed to a subject: co-creator of a creative work or subject |
| P768 | electoral district | "electoral district this person is representing, or of the office that is being contested. Use as qualifier for ""position held"" (P39) or ""office contested"" (P541) or ""candidacy in election"" (P3602)" |
| P769 | significant drug interaction | clinically significant interaction between two pharmacologically active substances (i.e., drugs and/or active metabolites) where concomitant intake can lead to altered effectiveness or adverse drug events. |
| P770 | cause of destruction | item which caused the destruction of the subject item |
| P78 | top-level Internet domain | Internet domain name system top-level code |
| P780 | symptoms and signs | possible symptoms or signs of a medical condition |
| P783 | hymenium type | type of spore-bearing surface or that mushroom |
| P784 | mushroom cap shape | property classifying the shape of the cap of a mushroom |
| P785 | hymenium attachment | how the hymenium of the mushroom attaches to the stem |
| P786 | stipe character | indicates whether a mushroom has a universal or partial veil |
| P787 | spore print color | color of a mushroom spore print (see documentation for allowed values) |
| P788 | mushroom ecological type | property classifying the ecological type of a mushroom |
| P789 | edibility | whether a mushroom can be eaten or not |
| P790 | approved by | item is approved by other item(s) [qualifier: statement is approved by other item(s)] |
| P793 | significant event | significant or notable events associated with the subject |
| P795 | located on linear feature | linear feature along which distance is specified from a specified datum point |
| P796 | Unknown | Unknown |
| P797 | authority | entity having executive power on given entity |
| P800 | notable work | notable scientific, artistic or literary work, or other work of significance among subject's works |
| P802 | student | notable student(s) of the subject individual |
| P803 | professorship | professorship position held by this academic person |
| P805 | statement is subject of | (qualifying) item that describes the relation identified in this statement |
| P807 | separated from | subject was founded or started by separating from identified object |
| P81 | connecting line | railway line(s) subject is directly connected to |
| P811 | academic minor | minor someone studied at college/university |
| P812 | academic major | major someone studied at college/university |
| P814 | IUCN protected areas category | protected areas category by the World Commission on Protected Areas. Used with dedicated items for each category. |
| P816 | decays to | what isotope does this radioactive isotope decay to |
| P822 | mascot | mascot of an organization, e.g. a sports team or university |
| P823 | speaker | person who is speaker for this event, ceremony, keynote, presentation or in a literary work |
| P825 | dedicated to | person or organization to whom the subject was dedicated |
| P826 | tonality | key of a musical composition |
| P828 | has cause | underlying cause, thing that ultimately resulted in this effect |
| P831 | parent club | parent club of this team |
| P832 | public holiday | official public holiday that occurs in this place in its honor, usually a non-working day |
| P833 | interchange station | station to which passengers can transfer to from this station, normally without extra expense |
| P837 | day in year for periodic occurrence | when a specific holiday or periodic event occurs. Can be used as property or qualifier |
| P84 | architect | person or architectural firm responsible for designing this building |
| P840 | narrative location | the narrative of the work is set in this location |
| P841 | feast day | saint's principal feast day |
| P85 | anthem | subject's official anthem |
| P852 | ESRB rating | North American video game content rating |
| P853 | CERO rating | Japanese video game rating system |
| P859 | sponsor | organization or individual that sponsors this item |
| P86 | composer | "person(s) who wrote the music [for lyricist, use ""lyrics by"" (P676)]" |
| P868 | foods traditionally associated | foods usually during the ceremony or associated with a certain settlement |
| P87 | librettist | author of the libretto (words) of an opera, operetta, oratorio or cantata, or of the book of a musical |
| P870 | instrumentation | combination of musical instruments employed in a composition or accompanying a (folk) dance |
| P872 | printed by | "organization or person who printed the creative work (if different from ""publisher"")" |
| P878 | avionics | notable sensors, electronics, and other avionics installed in the subject aircraft |
| P88 | commissioned by | person or organization that commissioned this work |
| P880 | CPU | central processing unit found within the subject item |
| P881 | type of variable star | type of star |
| P885 | origin of the watercourse | main source of a river, stream or lake |
| P9 | Unknown | Unknown |
| P908 | PEGI rating | European video game content rating system |
| P91 | sexual orientation | the sexual orientation of the person — use ONLY IF they have stated it themselves, unambiguously, or it has been widely agreed upon by historians after their death |
| P910 | topic's main category | main Wikimedia category |
| P912 | has facility | the subject item has this type of facility, e.g. toilet, car park |
| P913 | notation | mathematical notation or another symbol |
| P914 | USK rating | German video game content rating - see talk page for appropriate values |
| P915 | filming location | "actual place where this scene/film was shot. For the setting, use ""narrative location"" (P840)" |
| P916 | GSRR rating | Taiwanese video game content rating system |
| P92 | main regulatory text | text setting the main rules by which the subject is regulated |
| P921 | main subject | primary topic of a work (see also P180: depicts) |
| P923 | medical examination | examinations that might be used to diagnose and/or prognose the medical condition |
| P924 | possible treatment | health treatment used to resolve or ameliorate a medical condition |
| P925 | presynaptic connection | neuron connects on its presynaptic end to |
| P926 | postsynaptic connection | neuron connects on its postsynaptic end to |
| P928 | activating neurotransmitter | which neurotransmitter activates the neuron |
| P930 | type of electrification | electrification system scheme and/or voltage |
| P931 | place served by transport hub | territorial entity or entities served by this transport hub (airport, train station, etc.) |
| P937 | work location | location where persons or organisations were actively participating in employment, business or other work |
| P941 | inspired by | work, human, place or event which inspired this creative work or fictional entity |
| P942 | theme music | the theme music/song used by the item |
| P943 | programmer | the programmer that wrote the piece of software |
| P944 | Code of nomenclature | the Code that governs the scientific name of this taxon |
| P945 | allegiance | country (or other power) that the person or group serves |
| P967 | guest of honor | guest(s) of honor invited to an event, e.g. a convention |
| P97 | noble title | titles held by the person |
| P971 | category combines topics | this category combines (intersects) these two or more topics |
| P972 | catalog | catalog for the item, or, as a qualifier of P528 – catalog for which the 'catalog code' is valid |
| P974 | tributary | watercourse that flows into an other one (for lake inflows use P200) |
| P98 | editor | person who checks and correct a work (such as a book, newspaper, academic journal, etc.) to comply with a rules of certain genre |
| P991 | successful candidate | person(s) or political organization(s) elected after the election |
Fetching the descriptions
The original dataset did not contain any text, so when exploring the data, we had to fetch descriptions.
NOTE: This was not run on the actual cluster, but instead this was run on a local server. The descriptions were then uploaded to the databricks cluster, but we include this part for completion purposes.
import pandas as pd
from wikidata.client import Client
from tqdm import tqdm
from collections import defaultdict
import requests
import time
import urllib
TIMEOUT = 0.5
BATCHSIZE = 400
LANGUAGE_PRIORITY = dict([(x.lower(), i) if x.lower()[:2] != "en" else (x.lower(),0) for i, x in enumerate(["EN", "EN-CA", "EN-GB", "EN-AU", "SV", "DE", "ES", "PT", "PT-BR", "NL", "IT", "FR", "ZH", "JA", "AR", "RU", "EL"])])
SERVICEURL = "https://query.wikidata.org/sparql"
def batchfetch_WD(query, ids, which_ones : str = ["label", "description"]):
r = requests.get(SERVICEURL, params={'query': query}, headers={'Accept': 'application/sparql-results+json'})
if r.status_code == 429:
time.sleep(TIMEOUT)
return batchfetch_WD(query, ids, which_ones=which_ones)
data = r.json()['results']['bindings']
ret = defaultdict(dict)
for res_entry in data:
idx = res_entry['id']['value'].split("/")[-1]
if "label" not in ret[id]:
ret[idx]["label"] = []
if "description" not in ret[id]:
ret[idx]["description"] = []
for which in which_ones:
if which in res_entry:
ret[idx][which].append((res_entry[which]["xml:lang"][:2], res_entry[which]['value']))
for id in ret:
for which in which_ones:
if len(ret[id][which]) == 0:
ret[id][which] = "Unknown"
else:
ret[id][which] = sorted(ret[id][which], key=lambda x: LANGUAGE_PRIORITY[x[0].lower()])[0][1]
nullresp = []
for id in ids:
if id not in ret:
nullresp.append(id)
return ret, nullresp
df = pd.read_csv("dataset/ogbl_wikikg2/original/train_2015.csv.gz",header=None)
df.columns = ["head", "relation", "tail"]
unique_entities = sorted(set(df['head'].unique()).union(set(df['tail'].unique())))
unique_relations = sorted(set(df['relation'].unique()))
client = Client()
res = defaultdict(dict)
if args.skip_rels is False:
for rel in tqdm(unique_relations):
try:
rel = client.get(rel, load=True)
res[rel.id]["label"] = rel.label
res[rel.id]["description"] = rel.description
except urllib.error.HTTPError:
res[rel]["label"] = "Unknown"
res[rel]["description"] = "Unknown"
df = pd.DataFrame.from_dict(res, orient='index')
df.to_csv("relation_descriptions.csv")
res = defaultdict(dict)
with open("entity_descriptions_buffer.csv", "w+") as f:
f.write("id,label,description\n")
for entitites in tqdm(range(0, len(unique_entities), BATCHSIZE)):
ids = unique_entities[entitites:(entitites + BATCHSIZE)]
query = ["wd:" + ids[i] for i in range(len(ids))]
query = " ".join(query)
query = '''SELECT distinct * WHERE { VALUES ?id {''' + query + '''} ?id rdfs:label ?label . FILTER (langMatches( lang(?label), "EN" ) ) ?id schema:description ?description FILTER (langMatches( lang(?description), "EN" ) || langMatches( lang(?description), "SV" ) || langMatches( lang(?description), "PT") ) } '''
try:
results, nullresponse = batchfetch_WD(query, ids)
for result in results:
res[result]["label"] = results[result]["label"]
res[result]["description"] = results[result]["description"]
f.write("{},{},{}\n".format(result, results[result]["label"], results[result]["description"]))
for id in nullresponse:
res[id]["label"] = "Unknown"
res[id]["description"] = "Unknown"
f.write("{},{},{}\n".format(id, "Unknown", "Unknown"))
except:
for id in ids:
f.write("{},{},{}\n".format(id, "Error", "Error"))
df = pd.DataFrame.from_dict(res, orient='index')
df.to_csv("entities_descriptions.csv")
Load Wiki data
This short notebook loads the Wiki dataset into a GraphFrames dataframe. It is mostly a utility, that can be executed from other notebooks using the %run command.
// Imports
import spark.implicits._
import org.graphframes._
import spark.implicits._
import org.graphframes._
// Read data into datatframe (can take a couple minutes)
val df = spark.read.option("sep", ",").csv("dbfs:///wikikg-v2/original/train_2015.csv.gz")
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
val list = List("src", "rel", "dst")
val edgesDF = df.toDF(list:_*)
list: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
var df1 = spark.sql("select entid, IF(label = 'Unknown', entid, label) as label, IF(description = 'Unknown', entid, description) as description from `entities_descriptions_1_csv`")
val entdescdf = df1.toDF()
df1: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
entdescdf: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
import spark.implicits._
val mergedDf = edgesDF.as("d1").join(entdescdf.select("entid","label").as("d2"), ($"d1.src" === $"d2.entid"))
val list = List("src", "rel", "dst", "srcentid", "srclabel")
val mergedDF = mergedDf.toDF(list:_*)
import spark.implicits._
mergedDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
list: List[String] = List(src, rel, dst, srcentid, srclabel)
mergedDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
val mergedDf2 = mergedDF.as("d1").join(entdescdf.select("entid","label").as("d2"), ($"d1.dst" === $"d2.entid"))
val list2 = List("src", "rel", "dst", "srcentid", "srclabel", "dstentid", "dstlabel")
val mergedDF2 = mergedDf2.toDF(list2:_*)
// Load the names of the different relations
val rel_name_df = spark.read.option("sep", ",").csv("dbfs:/FileStore/tables/relation_descriptions.csv")
//rel_name_df.show()
val list3 = List("relid", "label", "description")
val relnamedf = rel_name_df.toDF(list3:_*)
val finalDf = mergedDF2.as("d1").join(relnamedf.select("relid","label").as("d2"), ($"d1.rel" === $"d2.relid"))
val list4 = List("src", "rel", "dst", "srcentid", "srclabel", "dstentid", "dstlabel", "relid", "rellabel")
val finalDF = finalDf.toDF(list4:_*).select("srclabel", "rellabel", "dstlabel")
val edgesDF_ = finalDF.select("srclabel", "rellabel", "dstlabel")
val list5 = List("src", "rel", "dst")
val edgesDF = edgesDF_.toDF(list5:_*)
mergedDf2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
list2: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel)
mergedDF2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
rel_name_df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list3: List[String] = List(relid, label, description)
relnamedf: org.apache.spark.sql.DataFrame = [relid: string, label: string ... 1 more field]
finalDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 7 more fields]
list4: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel, relid, rellabel)
finalDF: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
edgesDF_: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
list5: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
// From https://stackoverflow.com/questions/57513292/how-to-make-graphframe-from-edge-dataframe-only
val verticesDf = edgesDF.select("src").union(edgesDF.select("dst")).distinct().withColumnRenamed("src", "id")
val graph = GraphFrame(verticesDf,edgesDF)
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
Exploring the WikiKG90Mv2 dataset
In this notebook we do some initial data exploration and visualization to get a feeling for the Wiki knowledge graph that we are working with. We start by loading the graph.
./02_load_data
import spark.implicits._
import org.graphframes._
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
We will start our exploration by computing some basic graph properties.
df1: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
entdescdf: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
import spark.implicits._
mergedDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
list: List[String] = List(src, rel, dst, srcentid, srclabel)
mergedDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
val nNodes = graph.vertices.count
val nEdges = graph.edges.count
val density = nEdges.toFloat / (nNodes * (nNodes-1)) // Measure of density for directed graph, fraction of possible edges present
print(s"The graph has ${nNodes} nodes and ${nEdges} edges. This corresponds to a density of ${density}.\n")
The graph has 2317717 nodes and 16109182 edges. This corresponds to a density of 2.998837E-6.
nNodes: Long = 2317717
nEdges: Long = 16109182
density: Float = 2.998837E-6
mergedDf2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
list2: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel)
mergedDF2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
rel_name_df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list3: List[String] = List(relid, label, description)
relnamedf: org.apache.spark.sql.DataFrame = [relid: string, label: string ... 1 more field]
finalDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 7 more fields]
list4: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel, relid, rellabel)
finalDF: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
edgesDF_: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
list5: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
The graph is indeed massive, but the low density shows that it is also incredibly sparse. For a knowledge graph this level of sparsity is to be expected, as most concepts are not directly related.
Node Degrees
Next let's investigate the distribution (histograms) of node degrees in the graph. Since we have a directed graph we consider in- and out-degrees separately.
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
val inDegrees = graph.inDegrees
val outDegrees = graph.outDegrees
val degrees = inDegrees.join(outDegrees, "id").cache()
display(degrees)
| id | inDegree | outDegree |
|---|---|---|
| & Yet & Yet | 2.0 | 5.0 |
| (10499) 1986 RN5 | 2.0 | 6.0 |
| (11058) 1991 PN10 | 2.0 | 6.0 |
| (117404) 2005 AC9 | 1.0 | 5.0 |
| (13020) 1988 PW2 | 1.0 | 5.0 |
| (136198) 2003 UJ296 | 1.0 | 5.0 |
| (15141) 2000 EP106 | 2.0 | 4.0 |
| (15683) 1981 EX25 | 2.0 | 6.0 |
| (16307) 7569 P-L | 2.0 | 8.0 |
| (16467) 1990 FD3 | 2.0 | 6.0 |
| (17383) 1981 EE12 | 2.0 | 6.0 |
| (20188) 1997 AC18 | 2.0 | 6.0 |
| (20671) 1999 UX48 | 2.0 | 5.0 |
| (20927) 1126 T-1 | 2.0 | 8.0 |
| (21340) 1997 CS19 | 2.0 | 6.0 |
| (21944) 1999 VA118 | 2.0 | 6.0 |
| (21996) 1999 XP31 | 2.0 | 6.0 |
| (22133) 2000 UO56 | 2.0 | 6.0 |
| (22288) 1988 TR2 | 2.0 | 6.0 |
| (22313) 1991 GP3 | 2.0 | 6.0 |
| (22511) 1997 YC10 | 2.0 | 6.0 |
| (22726) 1998 SZ72 | 2.0 | 6.0 |
| (22755) 1998 WO9 | 2.0 | 6.0 |
| (23299) 2001 AP9 | 2.0 | 6.0 |
| (23723) 1998 HG40 | 2.0 | 6.0 |
| (24205) 1999 XC48 | 2.0 | 6.0 |
| (24831) 1995 SX4 | 2.0 | 6.0 |
| (25571) 1999 XP195 | 2.0 | 6.0 |
| (257203) 2008 RW122 | 2.0 | 6.0 |
| (25831) 2000 DH111 | 2.0 | 6.0 |
| (26030) 6004 P-L | 2.0 | 8.0 |
| (26094) 1988 NU | 2.0 | 6.0 |
| (26476) 2000 AK185 | 2.0 | 6.0 |
| (27142) 1998 XG61 | 2.0 | 6.0 |
| (27242) 1999 TN219 | 2.0 | 5.0 |
| (27484) 2000 GN94 | 2.0 | 6.0 |
| (28247) 1999 BP3 | 2.0 | 6.0 |
| (28404) 1999 TQ5 | 2.0 | 7.0 |
| (28463) 2000 AG168 | 2.0 | 5.0 |
| (28580) 2000 EJ104 | 2.0 | 6.0 |
| (28804) 2000 HC81 | 2.0 | 6.0 |
| (28960) 2001 DZ81 | 2.0 | 6.0 |
| (29000) 2607 P-L | 2.0 | 8.0 |
| (29022) 6630 P-L | 2.0 | 8.0 |
| (29387) 1996 JC6 | 2.0 | 6.0 |
| (29505) 1997 WV44 | 2.0 | 6.0 |
| (30466) 2000 OP14 | 2.0 | 6.0 |
| (30611) 2627 P-L | 2.0 | 8.0 |
| (30644) 6601 P-L | 2.0 | 8.0 |
| (30689) 4318 T-2 | 2.0 | 8.0 |
| (30845) 1991 PQ3 | 2.0 | 6.0 |
| (30896) 1993 FX26 | 2.0 | 6.0 |
| (31148) 1997 UO8 | 2.0 | 6.0 |
| (31259) 1998 EB3 | 2.0 | 6.0 |
| (31394) 1998 YX9 | 2.0 | 7.0 |
| (31497) 1999 CW61 | 2.0 | 6.0 |
| (31554) 1999 EJ2 | 2.0 | 6.0 |
| (31732) 1999 JB71 | 2.0 | 6.0 |
| (32382) 2000 QE187 | 2.0 | 6.0 |
| (32543) 2001 QL11 | 2.0 | 6.0 |
| (32791) 1989 TQ2 | 2.0 | 6.0 |
| (34242) 2000 QD100 | 2.0 | 6.0 |
| (343976) 2011 LC21 | 1.0 | 5.0 |
| (34712) 2001 ON103 | 2.0 | 6.0 |
| (34931) 6621 P-L | 2.0 | 8.0 |
| (35035) 1981 ER29 | 2.0 | 6.0 |
| (35051) 1981 ED47 | 2.0 | 6.0 |
| (35166) 1993 QD8 | 2.0 | 6.0 |
| (35182) 1993 US1 | 2.0 | 6.0 |
| (35224) 1995 BN1 | 2.0 | 6.0 |
| (35253) 1996 AB7 | 2.0 | 6.0 |
| (35480) 1998 FN5 | 2.0 | 5.0 |
| (35743) 1999 GP29 | 2.0 | 6.0 |
| (35803) 1999 JT40 | 2.0 | 6.0 |
| (36050) 1999 RE18 | 2.0 | 6.0 |
| (36481) 2000 QU30 | 2.0 | 6.0 |
| (37085) 2000 UO63 | 2.0 | 6.0 |
| (37160) 2000 WR5 | 2.0 | 6.0 |
| (37427) 2001 YJ82 | 2.0 | 6.0 |
| (37438) 2599 P-L | 2.0 | 8.0 |
| (37581) 1990 SU15 | 2.0 | 6.0 |
| (37697) 1995 YW4 | 2.0 | 6.0 |
| (38113) 1999 JB30 | 2.0 | 6.0 |
| (38403) 1999 RU197 | 2.0 | 6.0 |
| (38620) 2000 AQ186 | 2.0 | 6.0 |
| (39099) 2000 WS12 | 2.0 | 5.0 |
| (39298) 2001 FV132 | 2.0 | 5.0 |
| (39431) 5178 T-2 | 2.0 | 8.0 |
| (46556) 1991 FU3 | 1.0 | 5.0 |
| (58167) 1990 QM3 | 1.0 | 5.0 |
| (65225) 2002 EK44 | 1.0 | 5.0 |
| (6861) 1991 FA3 | 2.0 | 6.0 |
| (70304) 1999 RE133 | 1.0 | 5.0 |
| (73077) 2002 GT4 | 2.0 | 6.0 |
| (73262) 2002 JK47 | 2.0 | 6.0 |
| (73289) 2002 JW64 | 2.0 | 6.0 |
| (73291) 2002 JG65 | 2.0 | 6.0 |
| (73335) 2002 JN110 | 2.0 | 6.0 |
| (73344) 2002 JT119 | 2.0 | 6.0 |
| (73455) 2002 NT36 | 2.0 | 6.0 |
| (73550) 2003 PG9 | 2.0 | 6.0 |
| (73881) 1997 CD22 | 2.0 | 6.0 |
| (73924) 1997 MN3 | 2.0 | 6.0 |
| (74054) 1998 JT4 | 2.0 | 6.0 |
| (74411) 1999 AE5 | 2.0 | 6.0 |
| (76834) 2000 SA244 | 1.0 | 5.0 |
| (7951) 1992 WC2 | 2.0 | 6.0 |
| (82293) 2001 KJ38 | 2.0 | 6.0 |
| (82321) 2001 KE69 | 2.0 | 6.0 |
| (82945) 2001 QN117 | 2.0 | 6.0 |
| (9343) 1991 PO11 | 2.0 | 6.0 |
| (9575) 1989 BW1 | 2.0 | 6.0 |
| ...With the Spirit of a Traffic Jam... | 1.0 | 4.0 |
| 07 | 1.0 | 4.0 |
| 1090 | 4.0 | 8.0 |
| 10970 de Zeeuw | 2.0 | 8.0 |
| 10th Anniversary Album | 2.0 | 5.0 |
| 11 bit studios | 3.0 | 3.0 |
| 11055 Honduras | 2.0 | 6.0 |
| 11087 Yamasakimakoto | 2.0 | 7.0 |
| 1110 Jaroslawa | 2.0 | 6.0 |
| 11152 Oomine | 2.0 | 6.0 |
| 11365 NASA | 1.0 | 5.0 |
| 11581 Philipdejager | 2.0 | 6.0 |
| 1159 | 4.0 | 9.0 |
| 11773 Schouten | 2.0 | 9.0 |
| 11th Golden Globe Awards | 2.0 | 3.0 |
| 12161 Avienius | 2.0 | 9.0 |
| 13226 Soulié | 2.0 | 7.0 |
| 1328 SH | 1.0 | 1.0 |
| 1436 | 4.0 | 8.0 |
| 14424 Laval | 2.0 | 7.0 |
| 14499 Satotoshio | 2.0 | 7.0 |
| 1512 | 4.0 | 8.0 |
| 15506 Preygel | 2.0 | 6.0 |
| 1572 | 5.0 | 8.0 |
| 15th Canadian Parliament | 2.0 | 3.0 |
| 16077 Arayhamilton | 2.0 | 6.0 |
| 16090 Lukaszewski | 2.0 | 6.0 |
| 1820 Lohmann | 2.0 | 6.0 |
| 18294 Rudenko | 2.0 | 6.0 |
| 1865 Cerberus | 2.0 | 7.0 |
| 18699 Quigley | 1.0 | 5.0 |
| 1892 Wimbledon Championships – gentlemen's singles | 2.0 | 4.0 |
| 1897 in film | 2.0 | 4.0 |
| 1898 Paris–Roubaix | 2.0 | 3.0 |
| 19 Fortuna | 2.0 | 8.0 |
| 1910 Finnish football championship | 2.0 | 5.0 |
| 1922 U.S. National Championships | 2.0 | 3.0 |
| 1929 Wimbledon Championships – men's singles | 2.0 | 4.0 |
| 1930 Bulgarian State Football Championship | 2.0 | 4.0 |
| 1932 NFL season | 2.0 | 4.0 |
| 1936 Tour de France | 3.0 | 4.0 |
| 1941 Úrvalsdeild | 2.0 | 6.0 |
| 19425 Nicholasrapp | 2.0 | 6.0 |
| 1946 FA Cup Final | 4.0 | 10.0 |
| 1947–48 Serie B | 2.0 | 5.0 |
| 1949–50 Austrian football championship | 2.0 | 5.0 |
| 1951–52 Belgian First Division | 2.0 | 4.0 |
| 1956–57 Eredivisie | 1.0 | 5.0 |
| 1959–60 A PFG | 2.0 | 4.0 |
| 1965 Southeast Asian Peninsular Games | 2.0 | 3.0 |
| 1968–69 Czechoslovak First League | 2.0 | 4.0 |
| 1970s | 14.0 | 5.0 |
| 1971–72 European Cup Winners' Cup | 2.0 | 3.0 |
| 1972 US Open | 6.0 | 4.0 |
| 1980 Fischer-Grand Prix | 2.0 | 3.0 |
| 1984 Argentine Primera División | 2.0 | 4.0 |
| 1984 U.S. Pro Indoor | 2.0 | 3.0 |
| 1987 IAAF World Indoor Championships | 6.0 | 4.0 |
| 1987–88 Japan Soccer League | 2.0 | 3.0 |
| 1992–93 Danish Superliga | 2.0 | 6.0 |
| 1992–93 Scottish Premier Division | 2.0 | 3.0 |
| 1993 IAAF World Cross Country Championships | 2.0 | 4.0 |
| 1993 IAAF World Half Marathon Championships | 1.0 | 3.0 |
| 1993 RCA Championships | 2.0 | 4.0 |
| 1994 Formula One World Championship | 2.0 | 4.0 |
| 2000 FIFA Club World Championship | 1.0 | 2.0 |
| 2000 US Open – women's doubles | 3.0 | 5.0 |
| 2002 World Allround Speed Skating Championships | 3.0 | 11.0 |
| 2004 Hopman Cup | 2.0 | 6.0 |
| 2004 Torneo di Viareggio | 2.0 | 3.0 |
| 2007 China Open | 1.0 | 2.0 |
| 2007 Vuelta a España | 2.0 | 4.0 |
| 2008 DFS Classic | 2.0 | 6.0 |
| 2010 PTT Pattaya Open | 2.0 | 5.0 |
| 2010–11 Primera Divisió | 2.0 | 3.0 |
| 2010–11 Slovenian PrvaLiga | 2.0 | 4.0 |
| 2012–13 Russian Premier League | 2.0 | 4.0 |
| 2013 BB&T Atlanta Open | 1.0 | 3.0 |
| 2013 Internazionali BNL d'Italia | 4.0 | 5.0 |
| 2014 Australian Open – men's singles | 1.0 | 3.0 |
| 2014 European Men's Handball Championship | 1.0 | 21.0 |
| 20536 Tracicarter | 2.0 | 6.0 |
| 2069 | 4.0 | 8.0 |
| 2088 | 4.0 | 7.0 |
| 21.00: Eros Live World Tour 2009/2010 | 2.0 | 3.0 |
| 210432 Dietmarhopp | 1.0 | 5.0 |
| 2136 | 4.0 | 7.0 |
| 2162 | 2.0 | 5.0 |
| 21856 Heathermaria | 2.0 | 6.0 |
| 2294 | 2.0 | 4.0 |
| 23011 Petach | 2.0 | 6.0 |
| 23133 Rishinbehl | 2.0 | 6.0 |
| 23213 Ameliachang | 2.0 | 6.0 |
| 23769 Russellbabb | 2.0 | 6.0 |
| 23773 Sarugaku | 2.0 | 6.0 |
| 24249 Bobbiolson | 2.0 | 5.0 |
| 24318 Vivianlee | 2.0 | 6.0 |
| 25417 Coquillette | 2.0 | 6.0 |
| 2545 Verbiest | 2.0 | 6.0 |
| 25620 Jayaprakash | 2.0 | 6.0 |
| 25925 Jamesfenska | 2.0 | 6.0 |
| 25931 Peterhu | 2.0 | 6.0 |
| 26283 Oswalt | 2.0 | 6.0 |
| 2640 Hällström | 2.0 | 7.0 |
| 27277 Pattybrown | 2.0 | 6.0 |
| 2823 van der Laan | 2.0 | 9.0 |
| 28644 Michaelzhang | 2.0 | 6.0 |
| 28800 Speth | 2.0 | 6.0 |
| 28823 Archibald | 2.0 | 6.0 |
| 2904 | 2.0 | 4.0 |
| 29132 Bradpitt | 2.0 | 6.0 |
| 29438 Zhengjia | 2.0 | 6.0 |
| 296 | 4.0 | 8.0 |
| 29880 Andytran | 2.0 | 6.0 |
| 30211 Sheilah | 2.0 | 6.0 |
| 30241 Donnamower | 2.0 | 6.0 |
| 30441 Curly | 2.0 | 7.0 |
| 31491 Demessie | 2.0 | 6.0 |
| 31823 Viète | 2.0 | 7.0 |
| 3210 | 2.0 | 4.0 |
| 32428 Peterlangley | 2.0 | 6.0 |
| 32807 Quarenghi | 2.0 | 7.0 |
| 3338 Richter | 2.0 | 7.0 |
| 3370 Kohsai | 2.0 | 7.0 |
| 3414 | 2.0 | 4.0 |
| 34220 Pelagiamajoni | 2.0 | 6.0 |
| 34258 Pentland | 2.0 | 6.0 |
| 34273 Franklynwang | 2.0 | 6.0 |
| 34696 Risoldi | 2.0 | 7.0 |
| 34846 Vincent | 2.0 | 6.0 |
| 35403 Latimer | 2.0 | 6.0 |
| 3589 Loyola | 2.0 | 6.0 |
| 3606 | 2.0 | 4.0 |
| 3792 Preston | 2.0 | 7.0 |
| 38 Leda | 2.0 | 7.0 |
| 3846 Hazel | 2.0 | 6.0 |
| 3862 Agekian | 2.0 | 6.0 |
| 3959 | 2.0 | 4.0 |
| 3rd Rock from the Sun, season 2 | 2.0 | 5.0 |
| 3rd: Love Escalation! | 2.0 | 5.0 |
| 4032 | 2.0 | 5.0 |
| 40mm grenade | 8.0 | 1.0 |
| 4108 Rakos | 2.0 | 8.0 |
| 4218 AM | 2.0 | 3.0 |
| 431 Nephele | 2.0 | 7.0 |
| 4419 Allancook | 2.0 | 6.0 |
| 4494 Marimo | 2.0 | 6.0 |
| 4578 Kurashiki | 2.0 | 7.0 |
| 467 | 4.0 | 9.0 |
| 4686 Maisica | 2.0 | 6.0 |
| 475 Ocllo | 2.0 | 6.0 |
| 4821 | 2.0 | 4.0 |
| 4937 | 2.0 | 5.0 |
| 5009 Sethos | 2.0 | 9.0 |
| 5058 AM | 1.0 | 2.0 |
| 5198 AM | 1.0 | 2.0 |
| 5325 | 2.0 | 4.0 |
| 5483 AM | 2.0 | 3.0 |
| 5497 Sararussell | 2.0 | 6.0 |
| 54th Berlin International Film Festival | 3.0 | 3.0 |
| 5645 | 2.0 | 4.0 |
| 5671 Chanal | 2.0 | 5.0 |
| 5705 AM | 2.0 | 3.0 |
| 5736 Sanford | 2.0 | 6.0 |
| 5925 | 2.0 | 4.0 |
| 6056 Donatello | 2.0 | 9.0 |
| 6164 Gerhardmüller | 2.0 | 6.0 |
| 618 Elfriede | 2.0 | 6.0 |
| 6194 | 2.0 | 4.0 |
| 6207 Bourvil | 2.0 | 7.0 |
| 6240 | 2.0 | 4.0 |
| 6613 | 2.0 | 5.0 |
| 6731 | 2.0 | 4.0 |
| 675 | 4.0 | 8.0 |
| 691 | 4.0 | 9.0 |
| 7252 | 2.0 | 4.0 |
| 7273 | 2.0 | 4.0 |
| 7620 Willaert | 2.0 | 9.0 |
| 7711 | 2.0 | 4.0 |
| 7762 | 2.0 | 4.0 |
| 7796 Járacimrman | 2.0 | 7.0 |
| 78125 Salimbeni | 1.0 | 4.0 |
| 7901 Konnai | 2.0 | 6.0 |
| 7960 Condorcet | 2.0 | 7.0 |
| 8284 Cranach | 2.0 | 7.0 |
| 829 | 4.0 | 10.0 |
| 8304 | 2.0 | 4.0 |
| 8433 | 2.0 | 4.0 |
| 8579 Hieizan | 2.0 | 7.0 |
| 8599 Riparia | 2.0 | 9.0 |
| 8930 Kubota | 2.0 | 6.0 |
| 8999 Tashadunn | 2.0 | 6.0 |
| 9009 | 2.0 | 5.0 |
| 9030 | 2.0 | 4.0 |
| 9147 Kourakuen | 2.0 | 7.0 |
| 9225 Daiki | 2.0 | 6.0 |
| 924 Toni | 2.0 | 6.0 |
| 9346 Fernandel | 2.0 | 7.0 |
| 9583 | 2.0 | 4.0 |
| 9586 | 2.0 | 4.0 |
| 9945 Karinaxavier | 2.0 | 6.0 |
| 9993 | 2.0 | 4.0 |
| A Country Lad | 1.0 | 20.0 |
| A Drink Before the War | 1.0 | 7.0 |
| A Looking in View | 1.0 | 4.0 |
| A New Day Yesterday | 1.0 | 5.0 |
| A Night on the Town | 4.0 | 10.0 |
| A Nod Is As Good As a Wink... to a Blind Horse | 2.0 | 5.0 |
| A Violinist and a Flutist Playing Music together (The Musicians) | 1.0 | 7.0 |
| A Winter Haunting | 1.0 | 7.0 |
| A Winter Romance | 2.0 | 3.0 |
| A Young Person's Guide to King Crimson | 2.0 | 7.0 |
| A man dancing with a dog | 1.0 | 7.0 |
| A. D. German Warehouse | 1.0 | 5.0 |
| A.O. Segerberg | 9.0 | 5.0 |
| ABCC6 | 2.0 | 5.0 |
| AVN Hall of Fame | 280.0 | 4.0 |
| Abaurregaina/Abaurrea Alta | 3.0 | 7.0 |
| Abbaye de Buzay | 2.0 | 3.0 |
| Abby Elliott | 2.0 | 6.0 |
| Abner | 46.0 | 7.0 |
| Abo-shinnō | 4.0 | 6.0 |
| Abram Room | 3.0 | 12.0 |
| Abram van Rijckevorsel | 1.0 | 6.0 |
| Ace Attorney | 9.0 | 19.0 |
| Ache Records | 2.0 | 2.0 |
| Adam Williams | 13.0 | 23.0 |
| Adele Astaire | 5.0 | 15.0 |
| Adolf Svoboda | 1.0 | 10.0 |
| Adolf von Blome | 1.0 | 8.0 |
| Adrian Carmack | 1.0 | 6.0 |
| Adriean Videanu | 1.0 | 7.0 |
| Adèle Reinhardt | 4.0 | 4.0 |
| Adélard Godbout | 1.0 | 11.0 |
| Afraid of Sunlight | 1.0 | 6.0 |
| African Cookbook | 1.0 | 4.0 |
| Afshan Azad | 2.0 | 8.0 |
| Agatha Christie's Poirot, season 12 | 2.0 | 5.0 |
| Agawam | 1.0 | 3.0 |
| Agda Helin | 2.0 | 4.0 |
| Agnes of Baden | 1.0 | 6.0 |
| Agnes of Kuenring | 2.0 | 5.0 |
| Agnieszka Sitek | 1.0 | 5.0 |
| Aimo | 32.0 | 1.0 |
| Ain't Nothin' Like Me | 2.0 | 5.0 |
| Ainaro Municipality | 7.0 | 8.0 |
| Ainult unustamiseks | 1.0 | 3.0 |
| Airbus A319 | 3.0 | 5.0 |
| Aitkin | 1.0 | 5.0 |
| Akademie-Verlag | 1.0 | 3.0 |
| Akhil Reed Amar | 1.0 | 7.0 |
| Akimi Yoshida | 4.0 | 9.0 |
| Akinobu Uraka | 1.0 | 7.0 |
| Akinori Iwamura | 1.0 | 7.0 |
| Al Jahra SC | 4.0 | 4.0 |
| Al Santos | 3.0 | 17.0 |
| Al-Khayzuran | 3.0 | 5.0 |
| Aladrén | 3.0 | 7.0 |
| Alan Garner | 5.0 | 25.0 |
| Alan Mills | 1.0 | 19.0 |
| Alan Morinis | 1.0 | 6.0 |
| Alaungpaya | 6.0 | 13.0 |
| Albert Cossery | 2.0 | 10.0 |
| Albert Duquesne | 2.0 | 3.0 |
| Albert Fennell | 7.0 | 3.0 |
| Albert Lindhagen | 6.0 | 16.0 |
| Albert Rueprecht | 16.0 | 7.0 |
| Albertine disparue | 3.0 | 8.0 |
| Alcyonidiidae | 1.0 | 3.0 |
| Alejandro Goic | 3.0 | 12.0 |
| Alejandro Matas Britos | 1.0 | 5.0 |
| Alejandro Portero Igual | 1.0 | 6.0 |
| Aleksandr Boyarsky | 1.0 | 8.0 |
| Alena Procházková | 1.0 | 9.0 |
| Ales | 63.0 | 15.0 |
| Alexander Fehling | 6.0 | 6.0 |
| Alexander Moissi | 2.0 | 11.0 |
| Alexandra Powers | 6.0 | 6.0 |
| Alexandre Bertrand | 4.0 | 14.0 |
| Alexandre Falguière's grave | 1.0 | 6.0 |
| Alexandre-François Desportes | 1.0 | 8.0 |
| Alfons X | 2.0 | 6.0 |
| Alfonso Cassini | 33.0 | 7.0 |
| Alfonso II d'Este | 2.0 | 8.0 |
| Alfonso XI of Castile | 12.0 | 20.0 |
| Alfred Horatio Belo | 1.0 | 6.0 |
| Alfred Meyer | 1.0 | 29.0 |
| Alfred Zeisler | 14.0 | 9.0 |
| Alfred, Hereditary Prince of Saxe-Coburg and Gotha | 4.0 | 11.0 |
| Alice Pike Barney | 3.0 | 9.0 |
| Alice and Bob | 2.0 | 7.0 |
| All Ceylon Tamil Congress | 3.0 | 3.0 |
| All of Me (Boy Oh Boy) | 1.0 | 4.0 |
| Allaire | 9.0 | 10.0 |
| Allan Kardec's tomb | 1.0 | 9.0 |
| Alligny-en-Morvan | 2.0 | 4.0 |
| Allis-Chalmers | 1.0 | 3.0 |
| Allison Anders | 9.0 | 9.0 |
| Almbach | 1.0 | 4.0 |
| Alpirsbach | 12.0 | 5.0 |
| Alseno | 14.0 | 12.0 |
| Altavilla Irpina | 14.0 | 13.0 |
| Altenkirchen | 27.0 | 14.0 |
| Amable | 3.0 | 8.0 |
| Amanda Walsh | 8.0 | 6.0 |
| Amanojaku | 1.0 | 5.0 |
| Amaryllis | 5.0 | 20.0 |
| Amazing | 14.0 | 45.0 |
| Amazon basin | 2.0 | 12.0 |
| Ameinias of Athens | 4.0 | 7.0 |
| American Idol, season 4 | 2.0 | 4.0 |
| Amiens railway station | 4.0 | 13.0 |
| Ammergau Alps | 1.0 | 3.0 |
| Amongst Women | 1.0 | 4.0 |
| Amor y rock and roll | 2.0 | 5.0 |
| Ampleforth College | 123.0 | 1.0 |
| Amstenrade Castle: brick wall southwest of the gate to the vegetable garden | 1.0 | 6.0 |
| Amulet | 3.0 | 9.0 |
| Anastasia of Serbia | 4.0 | 9.0 |
| Andrea Ahmann | 1.0 | 7.0 |
| Andrea Costantini | 4.0 | 7.0 |
| Andrew Dasburg | 1.0 | 10.0 |
| Andrew Divoff | 24.0 | 7.0 |
| Andrew Wells | 1.0 | 8.0 |
| Andriy Bandera | 4.0 | 9.0 |
| Andronikos II of Trebizond | 4.0 | 7.0 |
| András Fricsay | 3.0 | 6.0 |
| André Forcier | 8.0 | 8.0 |
| André Hazes | 4.0 | 11.0 |
| André-Paul Antoine | 8.0 | 11.0 |
| Andrés Cuevas González | 1.0 | 4.0 |
| Angels & Stars | 3.0 | 8.0 |
| Angels' Story | 1.0 | 4.0 |
| Anima Rossa | 2.0 | 6.0 |
| Animetal Marathon V | 2.0 | 5.0 |
| Anisogammaridae | 8.0 | 3.0 |
| Anita Gillette | 8.0 | 8.0 |
| Anita Laurenzi | 2.0 | 5.0 |
| Ann Rinaldi | 7.0 | 5.0 |
| Annalena | 6.0 | 1.0 |
| Annaram | 1.0 | 4.0 |
| Anne Goursaud | 3.0 | 7.0 |
| Anne of Lorraine, duchess of Aumale | 5.0 | 9.0 |
| Annie Degroote | 2.0 | 6.0 |
| Annie Dufresne | 3.0 | 6.0 |
| Annie Rosar | 31.0 | 8.0 |
| Anodyne | 1.0 | 9.0 |
| Anpyeong station | 1.0 | 4.0 |
| Ans Kremer | 6.0 | 5.0 |
| Anthonie Verstraelen | 1.0 | 8.0 |
| Anthonio | 2.0 | 4.0 |
| Anthony Andrews | 14.0 | 9.0 |
| Anthony I, Count of Ligny | 4.0 | 8.0 |
| Antipater of Tarsus | 3.0 | 6.0 |
| Antoine Balpêtré | 40.0 | 9.0 |
| Antonin Lovrier | 1.0 | 8.0 |
| Antonio Rey González | 1.0 | 6.0 |
| Antrenas | 3.0 | 5.0 |
| Antwerp | 1992.0 | 61.0 |
| António Lobo Antunes | 1.0 | 11.0 |
| Anushka Sharma | 8.0 | 9.0 |
| Anything but Mine | 2.0 | 6.0 |
| Anyue County | 71.0 | 72.0 |
| Anywhere Is | 2.0 | 6.0 |
| Apart | 2.0 | 13.0 |
| Aphrodite Terra quadrangle | 1.0 | 3.0 |
| Apinae | 18.0 | 3.0 |
| Apodi | 2.0 | 3.0 |
| Apphia Yu | 1.0 | 4.0 |
| April Grace | 12.0 | 6.0 |
| Arabella Figg | 1.0 | 5.0 |
| Araglas | 2.0 | 6.0 |
| Aragonese Party | 2.0 | 5.0 |
| Arales | 2.0 | 3.0 |
| Araruama | 5.0 | 3.0 |
| Arava | 1.0 | 5.0 |
| Arbourse | 1.0 | 4.0 |
| Archettes | 2.0 | 4.0 |
| Archibald Primrose, 5th Earl of Rosebery | 2.0 | 13.0 |
| Are Hilstad | 1.0 | 5.0 |
| Argente | 1.0 | 5.0 |
| Argenton | 2.0 | 3.0 |
| Aristobulus of Chalcis | 2.0 | 4.0 |
| Arizona Combat Sports | 6.0 | 1.0 |
| Arkhangelsk Governorate | 7.0 | 4.0 |
| Arlersteeg | 1.0 | 4.0 |
| Arlington, Vermont | 4.0 | 3.0 |
| Arne Mattsson | 10.0 | 8.0 |
| Arnes | 6.0 | 9.0 |
| Arnold Pinnock | 5.0 | 6.0 |
| Arres | 5.0 | 8.0 |
| Art Zoyd | 4.0 | 1.0 |
| Artaxerxes I of Persia | 4.0 | 7.0 |
| Artur Olech | 1.0 | 11.0 |
| Arturo de Córdova | 19.0 | 8.0 |
| Arzacq-Arraziguet | 3.0 | 4.0 |
| As Neves | 1.0 | 4.0 |
| Asakusa | 20.0 | 3.0 |
| Asian Dreamer | 2.0 | 5.0 |
| Asiya bint Muzahim | 1.0 | 4.0 |
| Assigny | 5.0 | 8.0 |
| Assis Brasil | 1.0 | 4.0 |
| Associated Artists Productions | 2.0 | 2.0 |
| Associação Desportiva Bahia de Feira | 2.0 | 4.0 |
| Astronaute | 3.0 | 6.0 |
| Atiqah Hasiholan | 3.0 | 5.0 |
| Auburn High School | 5.0 | 3.0 |
| Auchy-la-Montagne | 1.0 | 4.0 |
| Audiophiles | 2.0 | 9.0 |
| Audouin Dollfus | 1.0 | 7.0 |
| Audun-le-Roman | 8.0 | 13.0 |
| Augustus the Younger, Duke of Brunswick-Lüneburg | 8.0 | 20.0 |
| Austin M. Purves, Jr. | 2.0 | 6.0 |
| Autonomous University of Santo Domingo | 25.0 | 1.0 |
| Aventignan | 2.0 | 5.0 |
| Avex Group | 205.0 | 6.0 |
| Aviron Bayonnais FC | 6.0 | 3.0 |
| Avondance | 2.0 | 4.0 |
| Awala-Yalimapo | 2.0 | 4.0 |
| Axintele | 3.0 | 9.0 |
| Ayacucho Department, San Luis | 1.0 | 3.0 |
| Azalea | 2.0 | 3.0 |
| Azzo | 8.0 | 1.0 |
| Azé | 2.0 | 4.0 |
| BGM | 3.0 | 10.0 |
| Baba Saad | 2.0 | 6.0 |
| Babasónica Electrónica | 2.0 | 3.0 |
| Baby by Me | 2.0 | 9.0 |
| Babylon Squared | 2.0 | 6.0 |
| Bacchus and Ariadne | 4.0 | 103.0 |
| Back for More | 3.0 | 9.0 |
| Bad Feilnbach | 8.0 | 3.0 |
| Bahawalnagar District | 1.0 | 2.0 |
| Baikonur Cosmodrome | 8.0 | 2.0 |
| Bairo | 7.0 | 8.0 |
| Bakit Baligtad Magbasa ng Libro ang mga Pilipino? | 2.0 | 7.0 |
| Balige | 1.0 | 3.0 |
| Ballesteros | 1.0 | 4.0 |
| Bang Nai Si | 1.0 | 3.0 |
| Bangalore | 286.0 | 12.0 |
| Banksy | 3.0 | 13.0 |
| Banlung | 1.0 | 4.0 |
| Banquet | 4.0 | 10.0 |
| Banquet of Squad D of the Crossbow Civic Guards, „The Braspenning Banquet“ | 1.0 | 4.0 |
| Bantega | 2.0 | 4.0 |
| Bar-le-Duc | 77.0 | 9.0 |
| Barbara Adolph | 8.0 | 6.0 |
| Barbara London | 1.0 | 14.0 |
| Barges | 2.0 | 8.0 |
| Barjac | 19.0 | 24.0 |
| Barnt Green | 3.0 | 4.0 |
| Bartolini Salimbeni Annunciation | 1.0 | 10.0 |
| Basiliscus | 1.0 | 7.0 |
| Bastiaan | 21.0 | 1.0 |
| Batmobile | 1.0 | 3.0 |
| Battle of Austerlitz | 13.0 | 3.0 |
| Battle of Five Armies | 8.0 | 11.0 |
| Battle of Singapore | 6.0 | 1.0 |
| Bay of Islands | 3.0 | 4.0 |
| Baños de Tajo | 4.0 | 8.0 |
| Be Ready Boys: Appalachia to Abilene | 2.0 | 5.0 |
| Beata Schimscheiner | 1.0 | 5.0 |
| Beatriz Michelena | 2.0 | 9.0 |
| Beaumont-de-Lomagne | 7.0 | 5.0 |
| Beechcraft Musketeer | 2.0 | 3.0 |
| Beer for My Horses | 2.0 | 20.0 |
| Before I Go to Sleep | 1.0 | 23.0 |
| Beijing Sport University F.C. | 8.0 | 3.0 |
| Belarusian Orthodox Church | 2.0 | 7.0 |
| Belle Plaine | 7.0 | 9.0 |
| Belleisle-class ironclad | 2.0 | 5.0 |
| Belmontet | 1.0 | 4.0 |
| Belvoir Castle | 6.0 | 4.0 |
| Benagéber | 3.0 | 6.0 |
| Benas | 2.0 | 1.0 |
| Benedikt Gollhardt | 1.0 | 5.0 |
| Benedito Leite | 1.0 | 3.0 |
| Benigembla | 6.0 | 9.0 |
| Benito Sagredo | 1.0 | 4.0 |
| Benny Beimer | 5.0 | 15.0 |
| Benson Records | 14.0 | 1.0 |
| Benxi | 11.0 | 11.0 |
| Beorn (DNB00) | 1.0 | 4.0 |
| Beppe Cardile | 1.0 | 7.0 |
| Berg bei Rohrbach | 3.0 | 4.0 |
| Bernadette Paaßen | 2.0 | 5.0 |
| Bernard of Świdnica | 11.0 | 13.0 |
| Bernd Förster | 1.0 | 15.0 |
| Bernward | 16.0 | 1.0 |
| Bertelsmann | 17.0 | 12.0 |
| Berville | 4.0 | 5.0 |
| Bessarabia | 18.0 | 1.0 |
| Bethlehem Sparrows Point Shipyard | 3.0 | 2.0 |
| Beuvillers | 8.0 | 14.0 |
| Bever | 14.0 | 20.0 |
| Beverley Callard | 1.0 | 5.0 |
| Bhim Singh Rana | 1.0 | 5.0 |
| Biebrich, Rhineland Palatinate | 2.0 | 3.0 |
| Big Pokey | 1.0 | 4.0 |
| Bill Bergson Lives Dangerously | 2.0 | 37.0 |
| Bill Chott | 3.0 | 4.0 |
| Bill Mason | 7.0 | 12.0 |
| Bill Williams | 22.0 | 46.0 |
| Billy Breathes | 1.0 | 4.0 |
| Billy Wirth | 7.0 | 6.0 |
| Bilthoven railway station | 2.0 | 6.0 |
| Bingcun | 1.0 | 3.0 |
| Bingen | 5.0 | 6.0 |
| Binnenweg | 23.0 | 35.0 |
| Birmingham Railway Carriage and Wagon Company | 4.0 | 4.0 |
| Bisignano | 19.0 | 15.0 |
| Bize | 4.0 | 9.0 |
| Bjørg Tingstad | 1.0 | 4.0 |
| Black Moses | 1.0 | 4.0 |
| Blandford-Blenheim | 2.0 | 3.0 |
| Blattodea | 8.0 | 4.0 |
| Blazon Stone | 2.0 | 5.0 |
| Blincourt | 1.0 | 4.0 |
| Blood Promise | 2.0 | 14.0 |
| Bloodletting & Miraculous Cures | 1.0 | 5.0 |
| Blue Nile | 2.0 | 9.0 |
| Blue Ribbon | 3.0 | 3.0 |
| Blue Suede Shoes | 1.0 | 5.0 |
| Bluffton | 5.0 | 6.0 |
| Blythewood | 1.0 | 3.0 |
| Blåsut metro station | 2.0 | 8.0 |
| Bmp8a | 2.0 | 5.0 |
| Bob Stephenson | 7.0 | 32.0 |
| Bobby Andrews | 4.0 | 6.0 |
| Bobby Roth | 20.0 | 7.0 |
| Bodil Steensen-Leth | 1.0 | 5.0 |
| Boeing 737 Next Generation | 62.0 | 5.0 |
| Bogy | 6.0 | 12.0 |
| Boldklubben 1913 | 1.0 | 4.0 |
| Bolesławiec | 37.0 | 7.0 |
| Bom Jesus do Norte, Espírito Santo | 1.0 | 3.0 |
| Book of Angels | 1.0 | 3.0 |
| Boris Isaković | 16.0 | 5.0 |
| Borkowski | 9.0 | 2.0 |
| Borough of Manhattan Community College | 1.0 | 4.0 |
| Borrazópolis | 1.0 | 3.0 |
| Borsoniidae | 9.0 | 3.0 |
| Boršov nad Vltavou | 7.0 | 10.0 |
| Botiza | 3.0 | 9.0 |
| Boualem Sansal | 1.0 | 8.0 |
| Boulin | 2.0 | 5.0 |
| Boyd Morgan | 4.0 | 10.0 |
| Bradford Dillman | 38.0 | 8.0 |
| Break a Dawn | 2.0 | 4.0 |
| Brendan James | 5.0 | 12.0 |
| Brian Does Hollywood | 2.0 | 5.0 |
| Brian Freeman | 1.0 | 13.0 |
| Brian Harold Mason | 2.0 | 13.0 |
| Brian Michael Bendis | 1.0 | 8.0 |
| Brian Tyler | 8.0 | 16.0 |
| Brian in Love | 2.0 | 4.0 |
| Britta | 85.0 | 1.0 |
| Brockham | 1.0 | 5.0 |
| Broekland | 1.0 | 4.0 |
| Brothers & Sisters, season 3 | 2.0 | 5.0 |
| Brotton | 1.0 | 2.0 |
| Bruce County | 16.0 | 11.0 |
| Bruce Degen | 3.0 | 4.0 |
| Bruno Hübner | 16.0 | 15.0 |
| Bruno Wolkowitch | 13.0 | 8.0 |
| Bryan Gregory | 1.0 | 6.0 |
| Bud Powell's Moods | 1.0 | 4.0 |
| Bughea de Sus | 3.0 | 9.0 |
| Bumble Bees | 1.0 | 4.0 |
| Burgemeester van Rijnsingel | 3.0 | 4.0 |
| Burning Bridges | 7.0 | 25.0 |
| Bussloo | 1.0 | 3.0 |
| By | 2.0 | 5.0 |
| Byl jednou jeden král… | 1.0 | 7.0 |
| Bárbara Lennie | 2.0 | 6.0 |
| Bélarga | 3.0 | 5.0 |
| Bérault | 2.0 | 7.0 |
| C# | 13.0 | 6.0 |
| C-130R Hercules | 1.0 | 7.0 |
| C-3PO | 2.0 | 7.0 |
| C.F. União de Coimbra | 2.0 | 3.0 |
| CD34 molecule | 1.0 | 32.0 |
| Cabinet Schmidt III | 2.0 | 4.0 |
| Cabral Ibacka | 1.0 | 6.0 |
| Cadaqués | 10.0 | 7.0 |
| Cajamarca | 28.0 | 30.0 |
| Calanca | 15.0 | 22.0 |
| Calatorao | 1.0 | 5.0 |
| Caldana | 2.0 | 4.0 |
| Californium | 21.0 | 9.0 |
| Caminha | 4.0 | 4.0 |
| Camminghastraat | 6.0 | 4.0 |
| Campeonato Sul-Mato-Grossense | 1.0 | 3.0 |
| Campo Marzio | 1.0 | 4.0 |
| Can Can/Promise You | 2.0 | 4.0 |
| Can It Be All So Simple | 2.0 | 5.0 |
| Canadian County | 5.0 | 5.0 |
| Capayán Department | 1.0 | 3.0 |
| Cappel | 6.0 | 12.0 |
| Cappelle sul Tavo | 7.0 | 10.0 |
| Capurso | 15.0 | 11.0 |
| Capvern | 3.0 | 5.0 |
| Carabaya Province | 1.0 | 3.0 |
| Caracal | 7.0 | 13.0 |
| Carbonia | 32.0 | 17.0 |
| Carbost | 1.0 | 6.0 |
| Carita Holmström | 1.0 | 9.0 |
| Carl Craig | 2.0 | 9.0 |
| Carl Spitzweg | 7.0 | 10.0 |
| Carl-Herbert Dieden | 2.0 | 5.0 |
| Carla Bartheel | 1.0 | 8.0 |
| Carmen Franco, 1st Duchess of Franco | 6.0 | 12.0 |
| Caroline Munro | 14.0 | 8.0 |
| Carsten Sieling | 1.0 | 11.0 |
| Casalabriva | 2.0 | 3.0 |
| Castaneda | 7.0 | 11.0 |
| Castellcir | 9.0 | 12.0 |
| Castelldefels railway station | 2.0 | 4.0 |
| Castello d'Agogna | 6.0 | 9.0 |
| Castelnau-de-Montmiral | 3.0 | 4.0 |
| Castelnuovo di Val di Cecina | 13.0 | 10.0 |
| Castelu | 3.0 | 9.0 |
| Castle Rising | 1.0 | 5.0 |
| Category:2010s in the United Kingdom | 10.0 | 3.0 |
| Category:April 29, 2010 | 2.0 | 5.0 |
| Category:August 26, 2008 | 2.0 | 5.0 |
| Category:British Islands | 1.0 | 3.0 |
| Category:Brown algae | 1.0 | 2.0 |
| Category:Deaths in Bentivoglio | 1.0 | 4.0 |
| Category:Deaths in Borgo Tossignano | 1.0 | 4.0 |
| Category:Deaths in Cantù | 1.0 | 4.0 |
| Category:Deaths in Carcare | 1.0 | 4.0 |
| Category:Deaths in Castel Ritaldi | 1.0 | 4.0 |
| Category:Deaths in Chiari, Lombardy | 1.0 | 4.0 |
| Category:Deaths in Clusone | 1.0 | 4.0 |
| Category:Deaths in Coeur d'Alene | 1.0 | 4.0 |
| Category:Deaths in Dießen am Ammersee | 1.0 | 4.0 |
| Category:Deaths in Don Benito | 1.0 | 4.0 |
| Category:Deaths in Douai | 1.0 | 4.0 |
| Category:Deaths in Framura | 1.0 | 4.0 |
| Category:Deaths in Gabrovo | 1.0 | 4.0 |
| Category:Deaths in Garlasco | 1.0 | 4.0 |
| Category:Deaths in Governorate of Livonia | 1.0 | 4.0 |
| Category:Deaths in Kirkkonummi | 1.0 | 4.0 |
| Category:Deaths in Ksar el-Kebir | 1.0 | 4.0 |
| Category:Deaths in Kyzylorda Province | 1.0 | 4.0 |
| Category:Deaths in Königs Wusterhausen | 1.0 | 4.0 |
| Category:Deaths in Lake Havasu City | 1.0 | 4.0 |
| Category:Deaths in Lorenzago di Cadore | 1.0 | 4.0 |
| Category:Deaths in Lyons-la-Forêt | 1.0 | 4.0 |
| Category:Deaths in Manchester | 1.0 | 4.0 |
| Category:Deaths in Mukacheve Raion | 1.0 | 4.0 |
| Category:Deaths in Nanping | 1.0 | 4.0 |
| Category:Deaths in Oristano | 1.0 | 4.0 |
| Category:Deaths in Rolampont | 1.0 | 4.0 |
| Category:Deaths in Sondika | 1.0 | 4.0 |
| Category:Deaths in Struga | 1.0 | 4.0 |
| Category:Deaths in Toano | 1.0 | 4.0 |
| Category:Deaths in Vitoria-Gasteiz | 1.0 | 4.0 |
| Category:February 16, 2008 | 2.0 | 5.0 |
| Category:February 9, 2015 | 2.0 | 5.0 |
| Category:Fictional mammals | 2.0 | 2.0 |
| Category:Films set in Lebanon | 1.0 | 4.0 |
| Category:Films set in Marseille | 1.0 | 4.0 |
| Category:Films shot in Bahrain | 2.0 | 5.0 |
| Category:Films shot in Melun | 1.0 | 4.0 |
| Category:Films shot in Philadelphia | 2.0 | 5.0 |
| Category:Films shot in Potenza | 1.0 | 4.0 |
| Category:Films shot in Rio Grande do Sul | 1.0 | 4.0 |
| Category:Films shot in San Diego | 2.0 | 5.0 |
| Category:Films shot in South Dakota | 2.0 | 5.0 |
| Category:Films shot in Trentino-South Tyrol | 1.0 | 4.0 |
| Category:Jordanian people | 1.0 | 4.0 |
| Category:July 30, 2008 | 2.0 | 5.0 |
| Category:June 29, 2010 | 2.0 | 5.0 |
| Category:March 16, 2011 | 2.0 | 5.0 |
| Category:March 28, 2006 | 2.0 | 5.0 |
| Category:May 10, 2005 | 2.0 | 5.0 |
| Category:October 18, 2005 | 2.0 | 5.0 |
| Category:People from Michalovce | 1.0 | 4.0 |
| Category:People from Sigulda | 1.0 | 4.0 |
| Category:September 20, 2010 | 2.0 | 5.0 |
| Category:Two and a Half Men characters | 1.0 | 4.0 |
| Catherine Sutherland | 2.0 | 6.0 |
| Catshuis | 2.0 | 7.0 |
| Cattle in a Meadow | 1.0 | 4.0 |
| Caucasus Mountains | 9.0 | 6.0 |
| Caught You | 2.0 | 5.0 |
| Cayo Lara | 1.0 | 9.0 |
| Cazevieille | 2.0 | 5.0 |
| Cedrasco | 6.0 | 9.0 |
| Ceillac | 9.0 | 11.0 |
| Celeste Cid | 1.0 | 6.0 |
| Central Bible College | 1.0 | 2.0 |
| Cergy-Pontoise University | 1.0 | 3.0 |
| Certosa di Pavia railway station | 1.0 | 5.0 |
| Cestona | 4.0 | 5.0 |
| Ceyssac | 1.0 | 4.0 |
| Ceyzérieu | 12.0 | 13.0 |
| Chajiao Subdistrict, Guangzhou | 1.0 | 3.0 |
| Chaltyr | 2.0 | 4.0 |
| Chambolle-Musigny | 3.0 | 6.0 |
| Chameyrat | 8.0 | 10.0 |
| Chandi | 2.0 | 2.0 |
| Chandni | 3.0 | 18.0 |
| Chandra Wilson | 5.0 | 8.0 |
| Changdong Town | 1.0 | 3.0 |
| Changli | 1.0 | 3.0 |
| Changli County | 17.0 | 19.0 |
| Chantraines | 2.0 | 5.0 |
| Chapelle-Royale | 1.0 | 4.0 |
| Charles Berkeley, 2nd Earl of Berkeley | 7.0 | 17.0 |
| Charles Planat | 1.0 | 11.0 |
| Charles Wellford Leavitt | 2.0 | 7.0 |
| Charles William, Duke of Saxe-Meiningen | 4.0 | 15.0 |
| Charles, Prince of Rochefort | 3.0 | 5.0 |
| Charlevoix-Est Regional County Municipality | 8.0 | 8.0 |
| Charlotte Chaffanjon | 1.0 | 10.0 |
| Charlotte Desmares | 1.0 | 11.0 |
| Charnay | 6.0 | 8.0 |
| Chauvigny | 8.0 | 8.0 |
| Chauvincourt-Provemont | 2.0 | 4.0 |
| Cheech & Chong | 11.0 | 5.0 |
| Chelsea Girl | 2.0 | 7.0 |
| Chemin de Fer du Blanc-Argent | 5.0 | 3.0 |
| Chen Yannian | 1.0 | 5.0 |
| Chesnois-Auboncourt | 7.0 | 11.0 |
| Chicago VIII | 2.0 | 5.0 |
| Chikuhei Nakajima | 1.0 | 5.0 |
| Chimney's Afire | 1.0 | 4.0 |
| Chintila | 1.0 | 6.0 |
| Chiry-Ourscamp | 3.0 | 4.0 |
| Chitonina | 3.0 | 4.0 |
| Chloranthaceae | 4.0 | 6.0 |
| Chlothar I | 20.0 | 26.0 |
| Chorzów Batory | 6.0 | 3.0 |
| Chouain | 6.0 | 9.0 |
| Chris Ofili | 1.0 | 10.0 |
| Chris Petersen | 2.0 | 17.0 |
| Chris Thomas | 4.0 | 30.0 |
| Christ Church Nichola Town Parish | 1.0 | 3.0 |
| Christiaen Jansz van Bieselingen | 1.0 | 7.0 |
| Christian Décamps | 1.0 | 8.0 |
| Christian Erickson | 2.0 | 6.0 |
| Christian Lorenz | 1.0 | 8.0 |
| Christian Pikes | 2.0 | 5.0 |
| Christian Schramm | 1.0 | 7.0 |
| Christian Stolte | 5.0 | 6.0 |
| Christine Carère | 16.0 | 7.0 |
| Christine Haas | 2.0 | 5.0 |
| Christoph Ahlhaus | 2.0 | 10.0 |
| Christoph Schönborn | 1.0 | 18.0 |
| Christoph Zrenner | 1.0 | 5.0 |
| Christopher Cornford | 4.0 | 6.0 |
| Christopher Hewett | 4.0 | 8.0 |
| Christopher Monger | 3.0 | 7.0 |
| Chromatics | 3.0 | 2.0 |
| Chrzanów County | 6.0 | 9.0 |
| Chuck Versus the Role Models | 2.0 | 5.0 |
| Church Minshull | 1.0 | 5.0 |
| Château d'Haroué | 2.0 | 6.0 |
| Château de Monte-Cristo | 1.0 | 7.0 |
| Château de Passy-les-Tours | 1.0 | 4.0 |
| Châteaubourg | 10.0 | 12.0 |
| Châteauneuf-Miravail | 8.0 | 11.0 |
| Châteauneuf-Val-de-Bargis | 3.0 | 5.0 |
| Ciego de Ávila | 4.0 | 2.0 |
| Cikarang railway station | 2.0 | 5.0 |
| Cikudapateuh railway station | 2.0 | 4.0 |
| Cinema Bizarre | 6.0 | 1.0 |
| Cinzia De Carolis | 10.0 | 7.0 |
| Cirrus | 2.0 | 5.0 |
| Cis, Trentino | 5.0 | 8.0 |
| City College of New York | 475.0 | 5.0 |
| City of Cockburn | 4.0 | 6.0 |
| City of Ljubuški | 1.0 | 2.0 |
| City of Matlosana | 3.0 | 4.0 |
| City of Zavidovići | 2.0 | 3.0 |
| Clansayes | 1.0 | 3.0 |
| Clap Yo Hands | 2.0 | 5.0 |
| Claude Lamoral, 3rd Prince of Ligne | 3.0 | 11.0 |
| Claude Santelli | 1.0 | 7.0 |
| Claude-Jean Philippe | 3.0 | 9.0 |
| Claudio Pizarro | 1.0 | 12.0 |
| Claus Friedrich von Reden | 1.0 | 7.0 |
| Claville | 2.0 | 4.0 |
| Clement Hurd | 4.0 | 6.0 |
| Clockwork | 1.0 | 12.0 |
| Clown Prince | 1.0 | 4.0 |
| Club Juan Aurich | 38.0 | 5.0 |
| Clémence Bretécher | 2.0 | 6.0 |
| Coccinellidae | 36.0 | 3.0 |
| Coccotremataceae | 1.0 | 3.0 |
| Cocullo | 8.0 | 11.0 |
| Codogno | 61.0 | 15.0 |
| Cogullada | 1.0 | 3.0 |
| Colorado College | 17.0 | 3.0 |
| Colubridae | 22.0 | 4.0 |
| Commander of the Order of Leopold II | 52.0 | 1.0 |
| Comrat | 10.0 | 5.0 |
| Concertación | 1.0 | 3.0 |
| Condette | 2.0 | 4.0 |
| Condoto | 2.0 | 3.0 |
| Conrad II, Count of Oldenburg | 3.0 | 8.0 |
| Consort Qi | 5.0 | 9.0 |
| Conspiritus | 1.0 | 3.0 |
| Constantin Melnik | 1.0 | 10.0 |
| Conti di Ceccano | 4.0 | 2.0 |
| Corbola | 9.0 | 9.0 |
| Corbère | 7.0 | 11.0 |
| Cornelia Stuyvesant Vanderbilt | 4.0 | 8.0 |
| Corrado Guarducci | 21.0 | 6.0 |
| Corre | 1.0 | 5.0 |
| Corvera de Toranzo | 1.0 | 4.0 |
| Cory Monteith | 4.0 | 11.0 |
| Cosmere | 6.0 | 2.0 |
| Countess Claudine Rhédey von Kis-Rhéde | 2.0 | 8.0 |
| Countess Ermesinde II, Countess of Luxembourg | 6.0 | 9.0 |
| Craig Pearce | 4.0 | 6.0 |
| Criminal Minds, season 4 | 2.0 | 5.0 |
| Crimson and Clover | 2.0 | 5.0 |
| Criquetot-sur-Ouville | 2.0 | 3.0 |
| Crisis | 7.0 | 59.0 |
| Crocefieschi | 7.0 | 9.0 |
| Cross Over | 2.0 | 12.0 |
| Crusade | 6.0 | 34.0 |
| Cybernetic Dreams of Pi | 1.0 | 3.0 |
| Cyrillaceae | 1.0 | 5.0 |
| César Herráiz Pujol | 1.0 | 5.0 |
| Cézan | 1.0 | 4.0 |
| Côtière | 1.0 | 1.0 |
| D.S. | 1.0 | 5.0 |
| DNA repair-deficiency disorder | 1.0 | 1.0 |
| Da Nang | 8.0 | 6.0 |
| Dactylopodida | 2.0 | 3.0 |
| Daisy Campbell | 2.0 | 4.0 |
| Dalbe Station | 2.0 | 4.0 |
| Dan Le Sac | 1.0 | 4.0 |
| Daniel Conley | 2.0 | 8.0 |
| Daniel Day-Lewis | 33.0 | 18.0 |
| Daniel Isăilă | 1.0 | 6.0 |
| Daniel Lupi | 6.0 | 3.0 |
| Dans un autre monde | 2.0 | 7.0 |
| Dantivarman | 2.0 | 5.0 |
| Daphné Roulier | 2.0 | 5.0 |
| Dario D'Ambrosio | 1.0 | 7.0 |
| Darren Jeffries | 1.0 | 5.0 |
| Dashboard Confessional | 8.0 | 2.0 |
| Date Muratomi | 2.0 | 5.0 |
| Dava Sobel | 1.0 | 11.0 |
| Dave Brown | 2.0 | 112.0 |
| David Mills | 3.0 | 55.0 |
| David Valcin | 1.0 | 4.0 |
| Davyd Sviatoslavich | 5.0 | 7.0 |
| De Gregori | 2.0 | 5.0 |
| De Mi Puño y Letra | 1.0 | 4.0 |
| DeRuyter | 2.0 | 3.0 |
| Dean Edwards | 1.0 | 29.0 |
| Dear Miss Lonelyhearts | 1.0 | 6.0 |
| Decade of Decadence | 2.0 | 3.0 |
| Decas | 2.0 | 4.0 |
| Deeper, Deeper, Deeper Still | 2.0 | 6.0 |
| Delia Fiallo | 2.0 | 5.0 |
| Delmark Records | 8.0 | 3.0 |
| Denis Lazure | 1.0 | 12.0 |
| Denise Clair | 5.0 | 6.0 |
| Der Tunnel | 2.0 | 3.0 |
| Derbidae | 98.0 | 3.0 |
| Derrick O'Connor | 14.0 | 6.0 |
| Destination Berlin | 2.0 | 4.0 |
| Devrim Evin | 1.0 | 5.0 |
| Diana Hardcastle | 1.0 | 4.0 |
| Dianne Buckner | 1.0 | 5.0 |
| Dihydrofolate reductase | 1.0 | 10.0 |
| Dilys Laye | 2.0 | 6.0 |
| Dimitrios Vranopoulos | 1.0 | 9.0 |
| Dimítris Kókkinos | 1.0 | 4.0 |
| Diocese of Haderslev | 4.0 | 2.0 |
| Dirk Oldenburg | 1.0 | 8.0 |
| Disraeli | 1.0 | 34.0 |
| Dissing+Weitling | 1.0 | 5.0 |
| District of Alaska | 5.0 | 4.0 |
| Dmitry Vasilyevich | 1.0 | 4.0 |
| Do It | 4.0 | 8.0 |
| Dobrinsky District | 2.0 | 3.0 |
| Doctor P | 1.0 | 5.0 |
| Dodești | 3.0 | 9.0 |
| Dogville | 1.0 | 36.0 |
We can note that most nodes have quite low in- and out-degrees, but a few nodes stand out. Some nodes have up to 900 out-degree and some over 1 million in-degree! This high in-degree is expected, as these nodes mainly correspond to descriptions of other entities. We can verify that the nodes with highest in-degrees do themselves not have significantly high out-degrees.
display(degrees.sort($"inDegree".desc))
| id | inDegree | outDegree |
|---|---|---|
| human | 1521012.0 | 20.0 |
| male | 1277099.0 | 6.0 |
| United States of America | 281936.0 | 174.0 |
| female | 235329.0 | 6.0 |
| politician | 223963.0 | 3.0 |
| Germany | 205497.0 | 272.0 |
| France | 178816.0 | 132.0 |
| association football player | 129414.0 | 5.0 |
| Netherlands | 115585.0 | 98.0 |
| taxon | 114543.0 | 3.0 |
| actor | 110153.0 | 3.0 |
| Italy | 99514.0 | 226.0 |
| genus | 99476.0 | 2.0 |
| United Kingdom | 82023.0 | 73.0 |
| film | 75652.0 | 3.0 |
| English | 55215.0 | 10.0 |
| Rijksmonument | 54183.0 | 2.0 |
| People's Republic of China | 52849.0 | 106.0 |
| album | 52191.0 | 4.0 |
| writer | 51369.0 | 4.0 |
| author | 50638.0 | 2.0 |
| journalist | 44990.0 | 3.0 |
| Canada | 43389.0 | 152.0 |
| painter | 42688.0 | 4.0 |
| Russia | 42317.0 | 210.0 |
| French | 41775.0 | 12.0 |
| asteroid | 41446.0 | 2.0 |
| single | 39820.0 | 4.0 |
| Paris | 39791.0 | 255.0 |
| asteroid belt | 39051.0 | 2.0 |
| Sweden | 37293.0 | 113.0 |
| association football | 36644.0 | 4.0 |
| singer | 36142.0 | 3.0 |
| composer | 36132.0 | 5.0 |
| Spain | 32922.0 | 72.0 |
| Japan | 32825.0 | 91.0 |
| sportsperson | 32713.0 | 4.0 |
| commune of France | 32480.0 | 7.0 |
| Poland | 30725.0 | 90.0 |
| Soviet Union | 30483.0 | 52.0 |
| Austria | 30315.0 | 73.0 |
| Australia | 29186.0 | 167.0 |
| Norway | 28945.0 | 86.0 |
| Switzerland | 28801.0 | 72.0 |
| John | 26314.0 | 68.0 |
| painting | 25980.0 | 6.0 |
| UTC+01:00 | 25664.0 | 1.0 |
| lawyer | 23193.0 | 5.0 |
| Priest | 22874.0 | 39.0 |
| Book | 22553.0 | 6.0 |
| baseball player | 22223.0 | 4.0 |
| Brazil | 21923.0 | 231.0 |
| Berlin | 21839.0 | 121.0 |
| Democratic Party | 21099.0 | 94.0 |
| film director | 20997.0 | 5.0 |
| Moscow | 20802.0 | 113.0 |
| Belgium | 20442.0 | 70.0 |
| India | 20407.0 | 92.0 |
| oil paint | 19848.0 | 3.0 |
| township in China | 19561.0 | 2.0 |
| historian | 19522.0 | 4.0 |
| street | 19369.0 | 2.0 |
| ice hockey player | 18802.0 | 4.0 |
| musician | 18760.0 | 3.0 |
| video game | 18637.0 | 6.0 |
| Finland | 18554.0 | 65.0 |
| poet | 18284.0 | 3.0 |
| New York City | 18242.0 | 79.0 |
| Republican Party | 18053.0 | 22.0 |
| Architect | 18023.0 | 7.0 |
| Rome | 17014.0 | 90.0 |
| Argentina | 16694.0 | 75.0 |
| Catholicism | 16466.0 | 1.0 |
| engineer | 16224.0 | 3.0 |
| diplomat | 16221.0 | 4.0 |
| World War I | 16198.0 | 10.0 |
| Order of Lenin | 15971.0 | 3.0 |
| screenwriter | 15462.0 | 4.0 |
| World War II | 15347.0 | 3.0 |
| single-player video game | 15224.0 | 1.0 |
| basketball player | 15173.0 | 5.0 |
| Wikimedia category | 15121.0 | 13.0 |
| Czech Republic | 15046.0 | 86.0 |
| Canvas | 14968.0 | 14.0 |
| Vienna | 14665.0 | 91.0 |
| Q14371254 | 14538.0 | 13.0 |
| Harvard University | 14468.0 | 5.0 |
| member of the French National Assembly | 13798.0 | 4.0 |
| London | 13631.0 | 105.0 |
| Lincoln Near-Earth Asteroid Research | 12993.0 | 3.0 |
| MIT Lincoln Laboratory | 12986.0 | 2.0 |
| Robert | 12613.0 | 59.0 |
| Road | 12489.0 | 9.0 |
| township of the People's Republic of China | 12486.0 | 4.0 |
| Romania | 12135.0 | 85.0 |
| village | 11973.0 | 3.0 |
| railway station | 11905.0 | 5.0 |
| Iran | 11900.0 | 67.0 |
| sculptor | 11643.0 | 3.0 |
| Mexico | 11600.0 | 104.0 |
| judge | 11367.0 | 5.0 |
| Amsterdam | 11290.0 | 147.0 |
| James | 11078.0 | 24.0 |
| David | 11047.0 | 179.0 |
| Charles | 11009.0 | 42.0 |
| gridiron football player | 10941.0 | 4.0 |
| United States representative | 10898.0 | 5.0 |
| Greece | 10847.0 | 70.0 |
| military officer | 10736.0 | 3.0 |
| New Zealand | 10681.0 | 56.0 |
| mayor | 10641.0 | 6.0 |
| Spanish | 10640.0 | 11.0 |
| theologian | 10595.0 | 3.0 |
| Rijksmuseum | 10589.0 | 18.0 |
| Paul | 10558.0 | 107.0 |
| Q18002322 | 10335.0 | 16.0 |
| Peter | 10234.0 | 62.0 |
| house | 10221.0 | 2.0 |
| Denmark | 10182.0 | 126.0 |
| British Army | 10163.0 | 6.0 |
| city | 10146.0 | 7.0 |
| Hero of the Soviet Union | 10080.0 | 4.0 |
| natural number | 10003.0 | 2.0 |
| novelist | 9961.0 | 3.0 |
| Munich | 9815.0 | 177.0 |
| silent film | 9733.0 | 1.0 |
| novel | 9701.0 | 3.0 |
| Member of Parliament in the United Kingdom | 9671.0 | 4.0 |
| German | 9652.0 | 17.0 |
| George | 9643.0 | 88.0 |
| guitar | 9614.0 | 2.0 |
| Nordisk familjebok | 9578.0 | 2.0 |
| church | 9524.0 | 14.0 |
| doctorate | 9405.0 | 1.0 |
| conductor | 9361.0 | 4.0 |
| Russian Empire | 9317.0 | 10.0 |
| 2012 Summer Olympics | 9246.0 | 17.0 |
| 2008 Summer Olympics | 9125.0 | 9.0 |
| Michael | 9122.0 | 102.0 |
| Saint Petersburg | 9117.0 | 121.0 |
| building | 9103.0 | 1.0 |
| J-pop | 9067.0 | 1.0 |
| physician | 9015.0 | 3.0 |
| mathematician | 8993.0 | 3.0 |
| economist | 8948.0 | 7.0 |
| Los Angeles | 8893.0 | 61.0 |
| short film | 8871.0 | 3.0 |
| Social Democratic Party of Germany | 8833.0 | 26.0 |
| jurist | 8832.0 | 3.0 |
| bishop | 8672.0 | 7.0 |
| photographer | 8583.0 | 4.0 |
| Order of the Red Star | 8386.0 | 4.0 |
| municipality of Germany | 8385.0 | 4.0 |
| Hungary | 8352.0 | 61.0 |
| 8320.0 | 16.0 | |
| drama film | 8226.0 | 3.0 |
| cricketer | 8220.0 | 4.0 |
| Milan | 8132.0 | 113.0 |
| comune of Italy | 8101.0 | 5.0 |
| Richard | 8080.0 | 31.0 |
| place of death | 8021.0 | 3.0 |
| rugby union player | 8021.0 | 4.0 |
| Film producer | 8016.0 | 3.0 |
| philosopher | 7964.0 | 4.0 |
| 2004 Summer Olympics | 7756.0 | 8.0 |
| jazz | 7744.0 | 1.0 |
| Ukraine | 7707.0 | 71.0 |
| singer-songwriter | 7698.0 | 3.0 |
| translator | 7606.0 | 5.0 |
| Hans | 7595.0 | 42.0 |
| episode | 7569.0 | 4.0 |
| Joseph | 7542.0 | 91.0 |
| physicist | 7534.0 | 3.0 |
| Hamburg | 7451.0 | 64.0 |
| Order of the Patriotic War 1st class | 7424.0 | 2.0 |
| family | 7401.0 | 7.0 |
| Nazi Party | 7401.0 | 13.0 |
| South Africa | 7385.0 | 57.0 |
| association football club | 7383.0 | 5.0 |
| Turkey | 7195.0 | 123.0 |
| sport cyclist | 7100.0 | 3.0 |
| entrepreneur | 7096.0 | 4.0 |
| Q12808966 | 7071.0 | 2.0 |
| Karl | 7070.0 | 11.0 |
| Indonesia | 7034.0 | 74.0 |
| Jean | 7007.0 | 49.0 |
| Order of the Red Banner | 6902.0 | 3.0 |
| goalkeeper | 6884.0 | 22.0 |
| Wikimedia list article | 6847.0 | 2.0 |
| multiplayer game | 6807.0 | 1.0 |
| Musée d'Orsay | 6776.0 | 12.0 |
| Artist | 6624.0 | 5.0 |
| 2000 Summer Olympics | 6618.0 | 10.0 |
| Italian | 6612.0 | 6.0 |
| human settlement | 6605.0 | 1.0 |
| Johann | 6586.0 | 25.0 |
| England | 6583.0 | 20.0 |
| Christian Democratic Union | 6485.0 | 36.0 |
| species | 6475.0 | 3.0 |
| opera singer | 6405.0 | 3.0 |
| mayor of a place in France | 6351.0 | 4.0 |
| Portugal | 6316.0 | 55.0 |
| television presenter | 6281.0 | 4.0 |
| South Korea | 6248.0 | 51.0 |
| municipality of the Czech Republic | 6195.0 | 6.0 |
| linguist | 6186.0 | 3.0 |
| music educator | 6183.0 | 3.0 |
| East Germany | 6156.0 | 45.0 |
| José | 6154.0 | 12.0 |
| Microsoft Windows | 6129.0 | 12.0 |
| Australian rules football player | 6054.0 | 5.0 |
| Guggenheim Fellowship | 5980.0 | 2.0 |
| Q13564349 | 5956.0 | 16.0 |
| Royal Society | 5867.0 | 2.0 |
| botanist | 5862.0 | 3.0 |
| chemist | 5823.0 | 3.0 |
| Henry | 5810.0 | 47.0 |
| Tokyo | 5766.0 | 110.0 |
| 1996 Summer Olympics | 5710.0 | 8.0 |
| Prague | 5585.0 | 183.0 |
| Pierre | 5561.0 | 23.0 |
| rural settlement of Russia | 5543.0 | 3.0 |
| tennis player | 5489.0 | 4.0 |
| Chile | 5405.0 | 41.0 |
| Louis | 5393.0 | 25.0 |
| musical group | 5391.0 | 2.0 |
| United States Navy | 5383.0 | 6.0 |
| Knight of the Legion of Honour | 5375.0 | 4.0 |
| pianist | 5242.0 | 3.0 |
| Daniel | 5200.0 | 66.0 |
| myocardial infarction | 5158.0 | 3.0 |
| Walter | 5125.0 | 19.0 |
| educationist | 5096.0 | 3.0 |
| University of Michigan | 5084.0 | 3.0 |
| musicologist | 5056.0 | 3.0 |
| Nicholas | 5055.0 | 36.0 |
| even number | 5000.0 | 2.0 |
| odd number | 5000.0 | 2.0 |
| river | 4971.0 | 3.0 |
| archaeologist | 4961.0 | 6.0 |
| Yale University | 4921.0 | 4.0 |
| Carl | 4906.0 | 11.0 |
| Naples | 4899.0 | 61.0 |
| anthropologist | 4895.0 | 3.0 |
| Leipzig | 4889.0 | 32.0 |
| Senator of the French Fifth Republic | 4862.0 | 5.0 |
| Florence | 4854.0 | 100.0 |
| Frank | 4854.0 | 50.0 |
| company | 4829.0 | 7.0 |
| portrait | 4825.0 | 5.0 |
| seiyū | 4823.0 | 2.0 |
| Budapest | 4823.0 | 78.0 |
| Vladimir | 4814.0 | 27.0 |
| Alexander | 4804.0 | 134.0 |
| municipality of Spain | 4800.0 | 7.0 |
| Chicago | 4779.0 | 125.0 |
| town | 4745.0 | 5.0 |
| rugby league player | 4740.0 | 4.0 |
| Ireland | 4736.0 | 76.0 |
| Fellow of the Royal Society | 4722.0 | 2.0 |
| 1992 Summer Olympics | 4694.0 | 8.0 |
| Edward | 4691.0 | 21.0 |
| Metropolitan Museum of Art | 4689.0 | 6.0 |
| Dresden | 4676.0 | 66.0 |
| Smith | 4630.0 | 26.0 |
| art historian | 4621.0 | 3.0 |
| voice actor | 4595.0 | 3.0 |
| athletics | 4575.0 | 3.0 |
| Martin | 4540.0 | 60.0 |
| teacher | 4530.0 | 7.0 |
| male given name | 4520.0 | 3.0 |
| landscape art | 4496.0 | 4.0 |
| soldier | 4494.0 | 18.0 |
| television series season | 4454.0 | 3.0 |
| Model | 4422.0 | 3.0 |
| Friedrich | 4408.0 | 8.0 |
| Central European Time | 4405.0 | 2.0 |
| Palomar Observatory | 4395.0 | 3.0 |
| Columbia University | 4366.0 | 6.0 |
| Japanese | 4353.0 | 6.0 |
| Israel | 4309.0 | 100.0 |
| Franz | 4300.0 | 38.0 |
| Christian | 4299.0 | 52.0 |
| Albert | 4288.0 | 32.0 |
| Ivan | 4243.0 | 24.0 |
| pop music | 4243.0 | 2.0 |
| Member of Parliament in the Parliament of England | 4239.0 | 4.0 |
| songwriter | 4215.0 | 3.0 |
| Wilhelm | 4202.0 | 11.0 |
| rock music | 4200.0 | 3.0 |
| monument historique classé | 4167.0 | 2.0 |
| monotypic taxon | 4157.0 | 2.0 |
| Cologne | 4112.0 | 58.0 |
| Officer's Cross of the Order of Merit of the Federal Republic of Germany | 4105.0 | 2.0 |
| Thailand | 4096.0 | 102.0 |
| archbishop | 4090.0 | 3.0 |
| Member of the European Parliament (MEP) | 4079.0 | 3.0 |
| astronomer | 4076.0 | 3.0 |
| member of the House of Commons of Canada | 4069.0 | 5.0 |
| kecamatan | 4060.0 | 4.0 |
| canton of France (until 2015) | 4026.0 | 5.0 |
| publisher | 4006.0 | 6.0 |
| monument historique inscrit | 3997.0 | 2.0 |
| Stuttgart | 3974.0 | 64.0 |
| 1988 Summer Olympics | 3947.0 | 12.0 |
| Juan | 3943.0 | 13.0 |
| Antonio | 3943.0 | 12.0 |
| Philippines | 3932.0 | 47.0 |
| Montreal | 3928.0 | 66.0 |
| film actor | 3923.0 | 3.0 |
| Mark | 3917.0 | 26.0 |
| Q13365117 | 3916.0 | 4.0 |
| Frankfurt am Main | 3914.0 | 74.0 |
| Alfred | 3913.0 | 11.0 |
| playwright | 3903.0 | 3.0 |
| Arthur | 3899.0 | 93.0 |
| Cross of the Order of Merit of the Federal Republic of Germany | 3874.0 | 2.0 |
| Heinrich | 3851.0 | 25.0 |
| Q13382286 | 3823.0 | 4.0 |
| Conservative Party | 3811.0 | 30.0 |
| Moscow State University | 3800.0 | 52.0 |
| fencer | 3793.0 | 3.0 |
| member of the German Bundestag | 3792.0 | 4.0 |
| Order of the Patriotic War 2nd class | 3788.0 | 2.0 |
| Turin | 3738.0 | 56.0 |
| Giovanni | 3736.0 | 44.0 |
| comedy film | 3725.0 | 4.0 |
| television program | 3717.0 | 3.0 |
| Georg | 3713.0 | 29.0 |
| Svensk uppslagsbok | 3698.0 | 3.0 |
| Maria | 3690.0 | 96.0 |
| wood | 3679.0 | 4.0 |
| University of California, Berkeley | 3677.0 | 3.0 |
| Venice | 3672.0 | 122.0 |
| Josef | 3659.0 | 14.0 |
| Metro station | 3654.0 | 2.0 |
| University of Tokyo | 3631.0 | 2.0 |
| Islam | 3619.0 | 2.0 |
| Otto | 3611.0 | 25.0 |
| Buenos Aires | 3600.0 | 133.0 |
| Madrid | 3594.0 | 113.0 |
| farmhouse | 3594.0 | 7.0 |
| Princeton University | 3573.0 | 6.0 |
| cultural property | 3573.0 | 1.0 |
| Hindi | 3549.0 | 7.0 |
| horror film | 3537.0 | 3.0 |
| television series | 3534.0 | 3.0 |
| explorer | 3525.0 | 3.0 |
| Columbia Records | 3457.0 | 5.0 |
| song | 3454.0 | 1.0 |
| basketball coach | 3447.0 | 3.0 |
| Labour Party | 3446.0 | 44.0 |
| sculpture | 3444.0 | 2.0 |
| Mary | 3424.0 | 120.0 |
| Commander of the Order of the British Empire | 3415.0 | 6.0 |
| Warsaw | 3410.0 | 69.0 |
| Opera | 3381.0 | 53.0 |
| woman | 3374.0 | 4.0 |
| Jacques | 3358.0 | 18.0 |
| Ernst | 3334.0 | 17.0 |
| civil parish | 3315.0 | 4.0 |
| Hero of Socialist Labour | 3310.0 | 3.0 |
| Washington, D.C. | 3299.0 | 47.0 |
| subdivision of Russia | 3292.0 | 10.0 |
| Zürich | 3275.0 | 137.0 |
| Croix de guerre 1914–1918 | 3274.0 | 4.0 |
| Hermann | 3263.0 | 15.0 |
| Tom | 3263.0 | 12.0 |
| Mike | 3261.0 | 28.0 |
| Bill | 3243.0 | 12.0 |
| athletics competitor | 3238.0 | 4.0 |
| science fiction | 3221.0 | 4.0 |
| University of Wisconsin–Madison | 3220.0 | 2.0 |
| François | 3220.0 | 25.0 |
| Basketball | 3215.0 | 30.0 |
| Bulgaria | 3214.0 | 68.0 |
| municipality seat | 3213.0 | 2.0 |
| Serbia | 3208.0 | 46.0 |
| chess player | 3202.0 | 4.0 |
| year | 3180.0 | 5.0 |
| Q12809484 | 3170.0 | 1.0 |
| Kyiv | 3169.0 | 68.0 |
| Stanford University | 3165.0 | 5.0 |
| Johannes | 3150.0 | 45.0 |
| Q10905276 | 3149.0 | 2.0 |
| Curculionidae | 3136.0 | 4.0 |
| Giuseppe | 3132.0 | 12.0 |
| 1972 Summer Olympics | 3126.0 | 9.0 |
| piano | 3122.0 | 2.0 |
| Père Lachaise Cemetery | 3116.0 | 12.0 |
| Q17489143 | 3111.0 | 1.0 |
| 1984 Summer Olympics | 3105.0 | 7.0 |
| North Brabant | 3096.0 | 83.0 |
| Stockholm | 3093.0 | 36.0 |
| psychologist | 3092.0 | 4.0 |
| California | 3083.0 | 190.0 |
| German Academy of Sciences Leopoldina | 3081.0 | 9.0 |
| Documentary film | 3066.0 | 3.0 |
| professor | 3058.0 | 5.0 |
| Medal "For the Victory over Germany in the Great Patriotic War 1941–1945" | 3055.0 | 1.0 |
| Uruguay | 3052.0 | 56.0 |
| radio personality | 3048.0 | 4.0 |
| volleyball player | 3034.0 | 4.0 |
| Cornell University | 3029.0 | 5.0 |
| Philadelphia | 3016.0 | 50.0 |
| Carlos | 3004.0 | 56.0 |
| Colombia | 2987.0 | 65.0 |
| Jack | 2980.0 | 68.0 |
| guitarist | 2976.0 | 3.0 |
| Eton College | 2975.0 | 13.0 |
| Officer of the Order of the British Empire | 2973.0 | 4.0 |
| Hanover | 2971.0 | 33.0 |
| Rudolf | 2968.0 | 7.0 |
| baronet | 2964.0 | 2.0 |
| illustrator | 2946.0 | 4.0 |
| Chris | 2945.0 | 9.0 |
| action film | 2925.0 | 3.0 |
| homosexuality | 2917.0 | 1.0 |
| given name | 2914.0 | 7.0 |
| Samuel | 2913.0 | 25.0 |
| Rotterdam | 2910.0 | 88.0 |
| Esperanto | 2905.0 | 11.0 |
| badminton player | 2902.0 | 4.0 |
| Q16735927 | 2898.0 | 2.0 |
| Joe | 2896.0 | 44.0 |
| Anna | 2886.0 | 127.0 |
| Henri | 2882.0 | 37.0 |
| Andrew | 2881.0 | 60.0 |
| Belarus | 2865.0 | 65.0 |
| Greeks | 2864.0 | 1.0 |
| commune of Romania | 2861.0 | 4.0 |
| Harry | 2851.0 | 16.0 |
| Brussels | 2850.0 | 53.0 |
| Jones | 2832.0 | 27.0 |
| suicide | 2823.0 | 2.0 |
| University of Chicago | 2817.0 | 5.0 |
| Wikimedia disambiguation page | 2808.0 | 7.0 |
| Genoa | 2802.0 | 46.0 |
| librarian | 2794.0 | 4.0 |
| Jim | 2791.0 | 21.0 |
| Williams | 2780.0 | 1.0 |
| member of parliament | 2779.0 | 3.0 |
| Royal Navy | 2773.0 | 10.0 |
| Cuba | 2752.0 | 70.0 |
| André | 2752.0 | 29.0 |
| Esperantist | 2734.0 | 3.0 |
| television actor | 2733.0 | 2.0 |
| 1976 Summer Olympics | 2732.0 | 8.0 |
| soprano | 2729.0 | 2.0 |
| Brown | 2726.0 | 3.0 |
| Patrick | 2721.0 | 33.0 |
| member of the Chamber of Representatives of Belgium | 2718.0 | 4.0 |
| Bob | 2712.0 | 15.0 |
| New York University | 2695.0 | 4.0 |
| San Francisco | 2694.0 | 153.0 |
| Q19622166 | 2684.0 | 3.0 |
| Rijksmonument complex | 2683.0 | 2.0 |
| member of the Chamber of Deputies of the Italian Republic | 2682.0 | 4.0 |
| Biblioteca Museu Víctor Balaguer | 2682.0 | 3.0 |
| Order of the Badge of Honour | 2681.0 | 2.0 |
| banker | 2679.0 | 4.0 |
| Slovenia | 2669.0 | 33.0 |
| sociologist | 2667.0 | 3.0 |
| Middelburg | 2665.0 | 32.0 |
| 2014 Winter Olympics | 2658.0 | 4.0 |
| Francisco | 2652.0 | 44.0 |
| New York | 2646.0 | 75.0 |
| romantic comedy | 2646.0 | 3.0 |
| Socialist Unity Party of Germany | 2645.0 | 9.0 |
| Düsseldorf | 2640.0 | 63.0 |
| Massachusetts Institute of Technology | 2638.0 | 6.0 |
| female given name | 2636.0 | 3.0 |
| Francesco | 2626.0 | 43.0 |
| university | 2614.0 | 4.0 |
| man | 2613.0 | 4.0 |
| Estonia | 2610.0 | 49.0 |
| Q19595175 | 2610.0 | 3.0 |
| Steve | 2610.0 | 39.0 |
| Cerambycidae | 2597.0 | 4.0 |
| Slovakia | 2595.0 | 53.0 |
| Knight's Cross of the Iron Cross | 2582.0 | 3.0 |
| Legionnaire of Legion of Merit | 2570.0 | 1.0 |
| Athens | 2561.0 | 102.0 |
| Wolfgang | 2547.0 | 3.0 |
| Andreas | 2546.0 | 33.0 |
| Mario | 2538.0 | 47.0 |
| sports season of a sports club | 2534.0 | 2.0 |
| National Academy of Sciences | 2534.0 | 2.0 |
| field hockey player | 2531.0 | 5.0 |
| Toronto | 2527.0 | 45.0 |
| swimmer | 2516.0 | 3.0 |
| Scotland | 2507.0 | 37.0 |
| Officer of the Legion of Honour | 2499.0 | 5.0 |
| university teacher | 2494.0 | 6.0 |
| Tehran | 2492.0 | 47.0 |
| rugby player | 2491.0 | 4.0 |
| Anton | 2487.0 | 26.0 |
| Victor | 2481.0 | 73.0 |
| Malaysia | 2476.0 | 44.0 |
| cinematographer | 2474.0 | 4.0 |
| Lyon | 2470.0 | 50.0 |
| 2010 Winter Olympics | 2468.0 | 13.0 |
| Bologna | 2464.0 | 40.0 |
| cadastral populated place in the Netherlands | 2461.0 | 2.0 |
| Johnson | 2456.0 | 4.0 |
| Bremen | 2454.0 | 61.0 |
| record producer | 2453.0 | 4.0 |
| municipality of Switzerland | 2450.0 | 5.0 |
| member of the Reichstag of the German Empire | 2449.0 | 4.0 |
| Francis | 2444.0 | 65.0 |
| political party | 2424.0 | 1.0 |
| Saxophone | 2421.0 | 3.0 |
| Q13156709 | 2419.0 | 5.0 |
| person | 2417.0 | 2.0 |
| Manuel | 2417.0 | 24.0 |
| Brooklyn | 2416.0 | 39.0 |
| jazz musician | 2411.0 | 3.0 |
| Trinity College | 2409.0 | 15.0 |
| Roger | 2409.0 | 14.0 |
| Medal of Honor | 2409.0 | 41.0 |
| Michel | 2406.0 | 22.0 |
| Croatia | 2405.0 | 55.0 |
| Computer scientist | 2401.0 | 4.0 |
| Member of the Chamber of Deputies of Mexico | 2392.0 | 3.0 |
| 1968 Summer Olympics | 2389.0 | 7.0 |
| University of Toronto | 2388.0 | 3.0 |
| The Hague | 2380.0 | 40.0 |
| zoologist | 2370.0 | 3.0 |
| municipality of Austria | 2362.0 | 4.0 |
| member of the Parliament of Norway | 2362.0 | 5.0 |
| Royal Swedish Academy of Sciences | 2348.0 | 9.0 |
| Peru | 2346.0 | 66.0 |
| thriller | 2346.0 | 3.0 |
| Russian | 2340.0 | 5.0 |
| Stalin Prize | 2339.0 | 4.0 |
| religious painting | 2334.0 | 3.0 |
| Wrocław | 2333.0 | 21.0 |
| Herbert | 2331.0 | 17.0 |
| romance film | 2327.0 | 3.0 |
| Brian | 2327.0 | 5.0 |
| Liberal Party of Canada | 2324.0 | 5.0 |
| announcer | 2321.0 | 2.0 |
| La Silla Observatory | 2315.0 | 6.0 |
| Copenhagen | 2315.0 | 25.0 |
| member of the Lok Sabha | 2308.0 | 4.0 |
| biologist | 2307.0 | 3.0 |
| Stephen | 2306.0 | 66.0 |
| Marseille | 2302.0 | 89.0 |
| Communist Party of Germany | 2300.0 | 12.0 |
| Bonn | 2298.0 | 27.0 |
| Werner | 2290.0 | 14.0 |
| 1980 Summer Olympics | 2284.0 | 7.0 |
| Tom Gehrels | 2282.0 | 9.0 |
| Adam | 2281.0 | 80.0 |
| Latin | 2279.0 | 4.0 |
| University of California, Los Angeles | 2278.0 | 2.0 |
| Fritz | 2278.0 | 17.0 |
| murder | 2269.0 | 3.0 |
| Ingrid van Houten-Groeneveld | 2269.0 | 9.0 |
| Cornelis Johannes van Houten | 2268.0 | 8.0 |
| University of Vienna | 2262.0 | 6.0 |
| Boston | 2258.0 | 66.0 |
| tenor | 2248.0 | 1.0 |
| Q15277251 | 2228.0 | 8.0 |
| Ortsteil | 2228.0 | 3.0 |
| Utrecht | 2218.0 | 69.0 |
| Lithuania | 2218.0 | 48.0 |
| University of Edinburgh | 2217.0 | 4.0 |
| Georges | 2215.0 | 36.0 |
| television film | 2210.0 | 2.0 |
| Knight of the Order of Polonia Restituta | 2210.0 | 1.0 |
| RCA Records, Inc. | 2208.0 | 4.0 |
| Order of the October Revolution | 2207.0 | 1.0 |
| Harvard Law School | 2207.0 | 4.0 |
| Wilson | 2202.0 | 61.0 |
| August | 2193.0 | 64.0 |
| cardinal | 2190.0 | 4.0 |
| Australian Labor Party | 2188.0 | 5.0 |
| Groningen | 2175.0 | 87.0 |
| Centre Party | 2173.0 | 23.0 |
| family name | 2169.0 | 6.0 |
| PlayStation 2 | 2165.0 | 8.0 |
| Luis | 2163.0 | 17.0 |
| American Civil War | 2162.0 | 10.0 |
| Noctuidae | 2162.0 | 4.0 |
| University of Göttingen | 2161.0 | 4.0 |
| 1964 Summer Olympics | 2152.0 | 7.0 |
| Bernard | 2143.0 | 28.0 |
| 2010 Asian Games | 2136.0 | 7.0 |
| Rio de Janeiro | 2134.0 | 159.0 |
| Sydney | 2127.0 | 34.0 |
| science fiction film | 2124.0 | 4.0 |
| Oslo | 2112.0 | 51.0 |
| Luxembourg | 2111.0 | 110.0 |
| Latvia | 2111.0 | 152.0 |
| Barcelona | 2111.0 | 86.0 |
| Q17412908 | 2109.0 | 2.0 |
| Basel | 2108.0 | 17.0 |
| Museum of Modern Art | 2108.0 | 4.0 |
| Ludwig | 2107.0 | 43.0 |
| Marie | 2104.0 | 60.0 |
| Kevin | 2100.0 | 6.0 |
| Johan | 2093.0 | 37.0 |
| Bavarian Order of Merit | 2090.0 | 4.0 |
| record label | 2089.0 | 4.0 |
| racing driver | 2082.0 | 2.0 |
| member of the House of Representatives of the Netherlands | 2064.0 | 4.0 |
| musical film | 2062.0 | 3.0 |
| 1960 Summer Olympics | 2062.0 | 7.0 |
| Kurt | 2059.0 | 4.0 |
| University of Oxford | 2056.0 | 4.0 |
| Egypt | 2055.0 | 58.0 |
| Tony | 2043.0 | 45.0 |
| Eric Walter Elst | 2041.0 | 6.0 |
| Bronze Star Medal | 2039.0 | 3.0 |
| Atlantic Records | 2036.0 | 6.0 |
| 1952 Summer Olympics | 2034.0 | 8.0 |
| comedy drama | 2034.0 | 3.0 |
| live album | 2028.0 | 1.0 |
| Nigeria | 2027.0 | 68.0 |
| Epic Records | 2025.0 | 5.0 |
| Carlo | 2020.0 | 11.0 |
| tuberculosis | 1998.0 | 2.0 |
| Claude | 1996.0 | 20.0 |
| Heidelberg | 1994.0 | 40.0 |
| Antwerp | 1992.0 | 61.0 |
| crime film | 1989.0 | 3.0 |
| Simon | 1973.0 | 51.0 |
| Commander of the Legion of Honour | 1970.0 | 5.0 |
| choreographer | 1969.0 | 3.0 |
| Bruno | 1963.0 | 99.0 |
| Least Concern | 1963.0 | 1.0 |
| Alan | 1960.0 | 5.0 |
| Q13217683 | 1959.0 | 5.0 |
| Q17744604 | 1957.0 | 1.0 |
| Luigi | 1956.0 | 8.0 |
| René | 1950.0 | 15.0 |
| Nuremberg | 1949.0 | 86.0 |
| 2006 Winter Olympics | 1947.0 | 9.0 |
| Europe | 1946.0 | 30.0 |
| saint | 1946.0 | 3.0 |
| municipality of Brazil | 1942.0 | 4.0 |
| Andrea | 1939.0 | 70.0 |
| protein | 1938.0 | 1.0 |
| UTC+02:00 | 1938.0 | 1.0 |
| Palermo | 1937.0 | 61.0 |
| Maurice | 1936.0 | 45.0 |
| Ancient Rome | 1927.0 | 57.0 |
| Warner Bros. Records | 1925.0 | 4.0 |
| Anthony | 1925.0 | 46.0 |
| Gerhard | 1921.0 | 21.0 |
| psychiatrist | 1918.0 | 4.0 |
| Stefan | 1916.0 | 25.0 |
| Kitt Peak National Observatory | 1915.0 | 3.0 |
| pornographic actor | 1913.0 | 2.0 |
| Member of Parliament of Great Britain | 1912.0 | 3.0 |
| stadium | 1909.0 | 3.0 |
| Roberto | 1909.0 | 14.0 |
| Fred | 1905.0 | 43.0 |
| Academy of Sciences of the USSR | 1898.0 | 4.0 |
| Philippe | 1897.0 | 27.0 |
| Norwegian Labour Party | 1893.0 | 5.0 |
| Spacewatch | 1890.0 | 5.0 |
| motorcycle rider | 1888.0 | 3.0 |
| fictional character | 1886.0 | 7.0 |
| computer keyboard | 1885.0 | 3.0 |
| Frederick | 1881.0 | 39.0 |
| house mouse | 1880.0 | 4.0 |
| USSR State Prize | 1874.0 | 2.0 |
| 1936 Summer Olympics | 1874.0 | 8.0 |
| University of Southern California | 1869.0 | 5.0 |
| alpine skier | 1863.0 | 3.0 |
| Marco | 1852.0 | 20.0 |
| Mexico City | 1848.0 | 61.0 |
| Western film | 1847.0 | 4.0 |
| Purple Heart | 1846.0 | 9.0 |
| 2006 Asian Games | 1844.0 | 6.0 |
| Marc | 1844.0 | 21.0 |
| Hong Kong | 1844.0 | 55.0 |
| colonel | 1843.0 | 11.0 |
| Istanbul | 1842.0 | 98.0 |
| Anderson Mesa Station | 1842.0 | 3.0 |
| Gustav | 1841.0 | 16.0 |
| dancer | 1841.0 | 5.0 |
| Armenia | 1833.0 | 63.0 |
| Malayalam | 1828.0 | 3.0 |
| Müller | 1826.0 | 24.0 |
| public art | 1826.0 | 2.0 |
| fantasy | 1823.0 | 2.0 |
| Member of the Order of the British Empire | 1821.0 | 4.0 |
| member of the Parliament of Finland | 1821.0 | 2.0 |
| businessperson | 1817.0 | 3.0 |
| theatrical director | 1808.0 | 3.0 |
| University of Cambridge | 1808.0 | 4.0 |
| Philadelphia Phillies | 1805.0 | 4.0 |
| 1948 Summer Olympics | 1803.0 | 7.0 |
| Arlington National Cemetery | 1802.0 | 6.0 |
| Klaus | 1802.0 | 12.0 |
| EMI | 1801.0 | 8.0 |
| Socialist Party | 1801.0 | 48.0 |
| American Academy of Arts and Sciences | 1799.0 | 3.0 |
| Haarlem | 1798.0 | 22.0 |
| Novodevichy Cemetery | 1797.0 | 7.0 |
| municipal district | 1795.0 | 3.0 |
| Leeuwarden | 1792.0 | 37.0 |
| Georgia | 1788.0 | 283.0 |
| fictional human | 1785.0 | 3.0 |
| Freiburg im Breisgau | 1775.0 | 35.0 |
| University of Warsaw | 1774.0 | 2.0 |
| Karlsruhe | 1767.0 | 69.0 |
| right-handedness | 1763.0 | 2.0 |
| 1924 Summer Olympics | 1759.0 | 6.0 |
| Pedro | 1758.0 | 29.0 |
| member of the Wisconsin State Assembly | 1751.0 | 4.0 |
| CD-ROM | 1743.0 | 1.0 |
| Pittsburgh Pirates | 1742.0 | 6.0 |
| Capitol Records | 1741.0 | 5.0 |
| Ludwig Maximilian University of Munich | 1738.0 | 8.0 |
| Tour de France | 1733.0 | 110.0 |
| Yakov | 1727.0 | 19.0 |
| St. Louis Cardinals | 1727.0 | 6.0 |
| surgeon | 1726.0 | 4.0 |
| Helsinki | 1721.0 | 29.0 |
| Miller | 1715.0 | 6.0 |
| political scientist | 1713.0 | 3.0 |
| castle | 1711.0 | 17.0 |
| Christopher | 1710.0 | 40.0 |
| Geneva | 1708.0 | 35.0 |
| University of Bonn | 1706.0 | 5.0 |
| Social Democratic Party of Austria | 1704.0 | 6.0 |
| Alex | 1702.0 | 9.0 |
| Benjamin | 1701.0 | 71.0 |
| ski jumper | 1701.0 | 3.0 |
| Schutzstaffel | 1701.0 | 10.0 |
| Chicago Cubs | 1697.0 | 5.0 |
| Riga | 1695.0 | 42.0 |
| autobiographer | 1692.0 | 3.0 |
| University of Minnesota | 1691.0 | 3.0 |
| Texas Department of Transportation | 1690.0 | 1.0 |
| Gabriel | 1689.0 | 43.0 |
| Q17781726 | 1684.0 | 5.0 |
| Lübeck | 1684.0 | 31.0 |
| shooting guard | 1683.0 | 1.0 |
| Iceland | 1677.0 | 64.0 |
| Tim | 1674.0 | 60.0 |
| Adolf | 1674.0 | 12.0 |
| Alberto | 1673.0 | 19.0 |
| abbot | 1670.0 | 3.0 |
| Dublin | 1669.0 | 35.0 |
| University of Paris | 1668.0 | 3.0 |
| biathlete | 1665.0 | 5.0 |
| Philip | 1662.0 | 53.0 |
| violin | 1654.0 | 1.0 |
| Hugo | 1651.0 | 56.0 |
| Heinz | 1650.0 | 23.0 |
| University of Tübingen | 1647.0 | 9.0 |
| Gary | 1647.0 | 13.0 |
| Algeria | 1646.0 | 75.0 |
| University College London | 1640.0 | 4.0 |
| Anne | 1639.0 | 28.0 |
| classical philologist | 1638.0 | 3.0 |
| Order of Honour | 1637.0 | 3.0 |
| sport shooter | 1636.0 | 3.0 |
| Dave | 1636.0 | 52.0 |
| fantasy film | 1628.0 | 4.0 |
| Emil | 1628.0 | 7.0 |
| judoka | 1627.0 | 4.0 |
| 1956 Summer Olympics | 1626.0 | 7.0 |
| Minsk | 1626.0 | 68.0 |
| tennis | 1626.0 | 4.0 |
| Scott | 1625.0 | 16.0 |
| 1912 Summer Olympics | 1624.0 | 5.0 |
| registered immobile cultural heritage of Slovenia | 1622.0 | 1.0 |
| classical music | 1621.0 | 1.0 |
| Chicago White Sox | 1618.0 | 6.0 |
| 1920 Olympics | 1618.0 | 6.0 |
| Santiago | 1616.0 | 97.0 |
| Leipzig University | 1615.0 | 6.0 |
| Bern | 1611.0 | 38.0 |
| Free Democratic Party | 1608.0 | 14.0 |
| Green Bay Packers | 1608.0 | 6.0 |
| ROM cartridge | 1598.0 | 1.0 |
| Companion of the Order of the Bath | 1597.0 | 5.0 |
| member of the Reichstag of the Weimar Republic | 1596.0 | 5.0 |
| Xbox 360 | 1594.0 | 6.0 |
| São Paulo | 1593.0 | 80.0 |
| PlayStation 3 | 1593.0 | 6.0 |
| University of Oslo | 1590.0 | 3.0 |
| University of Pennsylvania | 1588.0 | 13.0 |
| Lentapedia | 1584.0 | 3.0 |
| Maastricht | 1584.0 | 23.0 |
| Strasbourg | 1584.0 | 24.0 |
| DOS | 1580.0 | 1.0 |
| Jonathan | 1574.0 | 19.0 |
| United States Military Academy | 1574.0 | 6.0 |
| Washington Commanders | 1574.0 | 5.0 |
| rural municipality of Poland | 1573.0 | 4.0 |
| Barbara | 1572.0 | 84.0 |
| Jorge | 1572.0 | 23.0 |
| philologist | 1571.0 | 4.0 |
| Q17535155 | 1571.0 | 4.0 |
| AV idol | 1570.0 | 5.0 |
| bridge | 1569.0 | 3.0 |
| Distinguished Flying Cross | 1564.0 | 5.0 |
| Ben | 1564.0 | 39.0 |
| Brown University | 1560.0 | 4.0 |
| organist | 1558.0 | 4.0 |
| Q17320547 | 1557.0 | 3.0 |
| Dictionary of Art Historians | 1556.0 | 1.0 |
| Institutional Revolutionary Party | 1556.0 | 5.0 |
| Q17456783 | 1552.0 | 2.0 |
| disc jockey | 1551.0 | 2.0 |
| Tübingen | 1551.0 | 38.0 |
| Göttingen | 1549.0 | 14.0 |
| point guard | 1548.0 | 1.0 |
| order | 1547.0 | 14.0 |
| center | 1546.0 | 1.0 |
| Don | 1545.0 | 59.0 |
| Distinguished Service Order | 1544.0 | 3.0 |
| ship class | 1542.0 | 2.0 |
| Dan | 1540.0 | 7.0 |
| award | 1535.0 | 1.0 |
| Nicolas | 1534.0 | 8.0 |
| Austrian People's Party | 1534.0 | 8.0 |
| Raymond | 1533.0 | 23.0 |
| 2002 Winter Olympics | 1532.0 | 8.0 |
| Belgrade | 1531.0 | 32.0 |
| Ernest | 1531.0 | 5.0 |
| trumpet | 1529.0 | 2.0 |
| Ian | 1529.0 | 22.0 |
| Korean War | 1528.0 | 3.0 |
| power forward | 1527.0 | 1.0 |
| University of Illinois system | 1523.0 | 2.0 |
| Erik | 1523.0 | 23.0 |
| Erich | 1523.0 | 7.0 |
| Graz | 1521.0 | 39.0 |
| genre painting | 1520.0 | 3.0 |
| Geometridae | 1520.0 | 4.0 |
| Kiel | 1518.0 | 37.0 |
| Venezuela | 1516.0 | 65.0 |
| Essanay Studios | 1514.0 | 2.0 |
| Julius | 1513.0 | 14.0 |
| Rostock | 1509.0 | 25.0 |
| Liberal Democratic Party | 1507.0 | 30.0 |
| member of the Ontario Provincial Parliament | 1506.0 | 6.0 |
| platform game | 1505.0 | 2.0 |
| sprinter | 1505.0 | 4.0 |
| compilation album | 1502.0 | 1.0 |
| Antoine | 1500.0 | 25.0 |
| Polish United Workers' Party | 1500.0 | 5.0 |
| mangaka | 1497.0 | 4.0 |
| Braunschweig | 1496.0 | 19.0 |
| Halle (Saale) | 1496.0 | 16.0 |
| Virgin Records | 1495.0 | 3.0 |
| Appletons' Cyclopædia of American Biography | 1488.0 | 1.0 |
| Odessa | 1488.0 | 55.0 |
| municipality of the Philippines | 1488.0 | 3.0 |
| Elizabeth | 1486.0 | 88.0 |
| Military Cross | 1485.0 | 2.0 |
| Q17590876 | 1482.0 | 2.0 |
| 1482.0 | 19.0 | |
| Donald | 1482.0 | 1.0 |
| twin | 1481.0 | 4.0 |
| civil engineer | 1480.0 | 3.0 |
| comic strip | 1479.0 | 1.0 |
| lung cancer | 1477.0 | 10.0 |
| xkcd | 1472.0 | 4.0 |
| stroke | 1471.0 | 2.0 |
| Swedish Social Democratic Party | 1471.0 | 6.0 |
| speed skater | 1470.0 | 3.0 |
| United States Air Force | 1468.0 | 61.0 |
| action game | 1465.0 | 2.0 |
| Order "For Merit to the Fatherland" IV class | 1465.0 | 3.0 |
| Creative Commons Attribution-NonCommercial | 1464.0 | 4.0 |
| Randall Munroe | 1463.0 | 11.0 |
| Legion of Honour | 1461.0 | 8.0 |
| Breda | 1457.0 | 45.0 |
| Miguel | 1457.0 | 18.0 |
| Johns Hopkins University | 1456.0 | 5.0 |
| Eduard | 1455.0 | 9.0 |
| small forward | 1454.0 | 1.0 |
| Darmstadt | 1452.0 | 48.0 |
| Fernando | 1451.0 | 20.0 |
| Marcel | 1448.0 | 9.0 |
| county of China | 1447.0 | 2.0 |
| association football venue | 1444.0 | 2.0 |
| Pietro | 1444.0 | 22.0 |
| Lisbon | 1443.0 | 110.0 |
| Knight Commander of the Order of the Bath | 1443.0 | 6.0 |
| Manhattan | 1441.0 | 54.0 |
| island | 1439.0 | 2.0 |
| ambassador | 1437.0 | 3.0 |
| Pilot | 1434.0 | 351.0 |
| 1928 Summer Olympics | 1433.0 | 6.0 |
| Conservative Party of Norway | 1432.0 | 5.0 |
| baritone | 1431.0 | 2.0 |
| Sturmabteilung | 1426.0 | 7.0 |
| Polydor Records | 1423.0 | 5.0 |
| Jeff | 1421.0 | 27.0 |
| Royal Air Force | 1416.0 | 5.0 |
| Bernhard | 1412.0 | 9.0 |
| Helmut | 1411.0 | 3.0 |
| Department of Paintings of the Louvre | 1409.0 | 5.0 |
| Indian National Congress | 1405.0 | 4.0 |
| Padua | 1405.0 | 37.0 |
| Cicadellidae | 1405.0 | 3.0 |
| Northwestern University | 1400.0 | 3.0 |
| Kazakhstan | 1399.0 | 51.0 |
| comics artist | 1396.0 | 7.0 |
| position | 1394.0 | 2.0 |
| 's-Hertogenbosch | 1390.0 | 24.0 |
| Ken | 1389.0 | 21.0 |
| Ohio State University | 1387.0 | 5.0 |
| Guy | 1386.0 | 59.0 |
| Melbourne | 1384.0 | 30.0 |
| BBC | 1382.0 | 8.0 |
| Stockholm Municipality | 1382.0 | 29.0 |
| deputy of Chile | 1382.0 | 3.0 |
| rural municipality of Austria | 1380.0 | 3.0 |
| University of Texas at Austin | 1378.0 | 4.0 |
| Paraguay | 1377.0 | 47.0 |
| Mainz | 1375.0 | 36.0 |
| Liberal Party | 1375.0 | 78.0 |
| member of the State Senate of New York | 1374.0 | 4.0 |
| video game industry | 1374.0 | 1.0 |
| Matt | 1369.0 | 7.0 |
| New Orleans | 1368.0 | 49.0 |
| Member of the Swiss National Council | 1365.0 | 5.0 |
| London School of Economics and Political Science | 1365.0 | 5.0 |
| scientist | 1365.0 | 4.0 |
| film editor | 1363.0 | 2.0 |
| Pneumonia | 1362.0 | 6.0 |
| Baltimore | 1360.0 | 28.0 |
| Paolo | 1359.0 | 19.0 |
| J. | 1359.0 | 2.0 |
| comic book album | 1355.0 | 2.0 |
| member of the Hellenic Parliament | 1355.0 | 5.0 |
| Münster | 1352.0 | 39.0 |
| Kyoto University | 1352.0 | 3.0 |
| comedian | 1347.0 | 3.0 |
| neck gable building | 1344.0 | 1.0 |
| Detroit | 1341.0 | 34.0 |
| 2002 Asian Games | 1340.0 | 4.0 |
| catholic bishop | 1340.0 | 3.0 |
| Stanley Cup | 1338.0 | 4.0 |
| profession | 1337.0 | 1.0 |
| Carabidae | 1333.0 | 3.0 |
| Ralph | 1332.0 | 5.0 |
| Ferdinand | 1330.0 | 28.0 |
| St. Louis | 1328.0 | 43.0 |
| North Rhine-Westphalia | 1325.0 | 28.0 |
| Jupiter trojan | 1325.0 | 1.0 |
| Bordeaux | 1317.0 | 40.0 |
| Q1248362 | 1316.0 | 3.0 |
| Bucharest | 1314.0 | 41.0 |
| presenter | 1312.0 | 2.0 |
| Rabbi | 1311.0 | 2.0 |
| Alkmaar | 1310.0 | 27.0 |
| class A Swiss cultural property of national significance | 1305.0 | 3.0 |
| member of the Pennsylvania House of Representatives | 1303.0 | 3.0 |
| Short story | 1302.0 | 4.0 |
| German Archaeological Institute | 1301.0 | 4.0 |
| Jason | 1301.0 | 25.0 |
| Harold | 1301.0 | 18.0 |
| musher | 1300.0 | 4.0 |
| mountain | 1300.0 | 3.0 |
| sports video game | 1299.0 | 2.0 |
| Kenya | 1297.0 | 33.0 |
| archivist | 1294.0 | 3.0 |
| Kanagawa Prefecture | 1290.0 | 35.0 |
| New Jersey | 1290.0 | 22.0 |
| Jimmy | 1289.0 | 23.0 |
| Toulouse | 1287.0 | 40.0 |
| Edinburgh | 1286.0 | 29.0 |
| Heidelberg University | 1286.0 | 11.0 |
| essayist | 1285.0 | 3.0 |
| Crimean Astrophysical Observatory | 1283.0 | 3.0 |
| Silver Star | 1280.0 | 19.0 |
| rural district of Iran | 1277.0 | 3.0 |
| Azerbaijan | 1276.0 | 100.0 |
| Billy | 1271.0 | 63.0 |
| Tbilisi | 1270.0 | 32.0 |
| Würzburg | 1269.0 | 108.0 |
| Leo | 1267.0 | 22.0 |
| member of the Swedish Riksdag | 1266.0 | 4.0 |
| Texas | 1266.0 | 70.0 |
| Asia | 1265.0 | 33.0 |
| Montevideo | 1265.0 | 32.0 |
| farmer | 1263.0 | 9.0 |
| inventor | 1262.0 | 3.0 |
| Landrat | 1261.0 | 1.0 |
| Sofia | 1258.0 | 51.0 |
| Christoph | 1257.0 | 14.0 |
| Matthew | 1257.0 | 18.0 |
| French Academy of Sciences | 1256.0 | 4.0 |
| Jürgen | 1253.0 | 8.0 |
| Joachim | 1253.0 | 27.0 |
| Lars | 1251.0 | 6.0 |
| paleontologist | 1251.0 | 4.0 |
| Theodor | 1250.0 | 9.0 |
display(degrees.sort($"outDegree".desc))
| id | inDegree | outDegree |
|---|---|---|
| statue of Sacred Heart of Jesus Christ | 515.0 | 2161.0 |
| Molenstraat | 7.0 | 1288.0 |
| Molenweg | 50.0 | 1178.0 |
| Pas-de-Calais | 917.0 | 911.0 |
| Wilhelminastraat | 39.0 | 883.0 |
| Moselle | 897.0 | 882.0 |
| Aisne | 881.0 | 835.0 |
| Kerkstraat | 728.0 | 833.0 |
| John Smith | 9.0 | 820.0 |
| Madonna and Child | 610.0 | 816.0 |
| Central District | 801.0 | 705.0 |
| Seine-et-Oise | 705.0 | 703.0 |
| Self-portrait | 341.0 | 698.0 |
| Meurthe | 689.0 | 697.0 |
| Bezirk Lothringen | 686.0 | 693.0 |
| Dorpsstraat | 569.0 | 681.0 |
| Eikenlaan | 4.0 | 679.0 |
| Nord-Pas-de-Calais | 22.0 | 668.0 |
| Prins Bernhardstraat | 5.0 | 624.0 |
| John Williams | 32.0 | 608.0 |
| Emmastraat | 18.0 | 588.0 |
| Meurthe-et-Moselle | 587.0 | 585.0 |
| Venus and Adonis | 4.0 | 576.0 |
| John Brown | 7.0 | 570.0 |
| Haute-Garonne | 564.0 | 557.0 |
| Hautes-Pyrénées | 620.0 | 555.0 |
| Vosges | 586.0 | 551.0 |
| Raadhuisstraat | 96.0 | 550.0 |
| Bas-Rhin | 553.0 | 549.0 |
| Calvados | 600.0 | 548.0 |
| Manche | 559.0 | 542.0 |
| Doubs | 524.0 | 531.0 |
| Pyrénées-Atlantiques | 528.0 | 525.0 |
| Dordogne | 532.0 | 524.0 |
| Seine-et-Marne | 534.0 | 522.0 |
| Orne | 522.0 | 521.0 |
| Eure | 523.0 | 521.0 |
| Haut-Rhin | 553.0 | 520.0 |
| Unterelsaß | 502.0 | 509.0 |
| Portrait of a man | 24.0 | 507.0 |
| Portrait of a Man | 13.0 | 491.0 |
| Self-Portrait | 17.0 | 481.0 |
| Saône-et-Loire | 513.0 | 476.0 |
| Yonne | 476.0 | 475.0 |
| John Taylor | 10.0 | 471.0 |
| Adoration of the Magi | 153.0 | 465.0 |
| Untitled | 24.0 | 459.0 |
| Haute-Marne | 453.0 | 450.0 |
| Ain | 457.0 | 449.0 |
| John Anderson | 56.0 | 440.0 |
| John Wilson | 2.0 | 437.0 |
| Raadhuisplein | 41.0 | 436.0 |
| Bernhardstraat | 1.0 | 430.0 |
| Les Misérables | 26.0 | 428.0 |
| William Smith | 44.0 | 427.0 |
| Portrait of a Woman | 18.0 | 424.0 |
| Wilhelminalaan | 14.0 | 394.0 |
| Virgin and Child | 11.0 | 388.0 |
| George Smith | 1.0 | 379.0 |
| The Three Musketeers | 17.0 | 377.0 |
| Ille-et-Vilaine | 377.0 | 377.0 |
| Loire | 437.0 | 372.0 |
| Upper Alsace | 365.0 | 367.0 |
| Landscape | 236.0 | 366.0 |
| David Smith | 11.0 | 362.0 |
| Hérault | 374.0 | 362.0 |
| Stationsplein | 25.0 | 358.0 |
| Annunciation | 255.0 | 354.0 |
| Home | 77.0 | 353.0 |
| Pilot | 1434.0 | 351.0 |
| Kerkplein | 216.0 | 350.0 |
| Allier | 348.0 | 347.0 |
| Cleopatra | 94.0 | 345.0 |
| De Hoop | 2.0 | 343.0 |
| Hoofdstraat | 312.0 | 339.0 |
| The Death of Cleopatra | 6.0 | 337.0 |
| John Jones | 3.0 | 334.0 |
| Province of Turin | 331.0 | 332.0 |
| Rhône | 406.0 | 330.0 |
| John Martin | 14.0 | 323.0 |
| David Brown | 25.0 | 317.0 |
| John Moore | 6.0 | 316.0 |
| Korenbloemstraat | 1.0 | 315.0 |
| Li Shi | 279.0 | 314.0 |
| Bathsheba | 43.0 | 313.0 |
| Ottův slovník naučný | 1.0 | 313.0 |
| Markt | 458.0 | 311.0 |
| Crucifixion | 34.0 | 311.0 |
| John Campbell | 5.0 | 309.0 |
| Nederlands Hervormde Kerk | 2.0 | 305.0 |
| Prins Bernhardlaan | 2.0 | 303.0 |
| James Brown | 115.0 | 302.0 |
| Angel | 417.0 | 293.0 |
| Thomas Smith | 3.0 | 289.0 |
| Hamlet | 44.0 | 289.0 |
| Merelstraat | 7.0 | 288.0 |
| Live | 129.0 | 287.0 |
| David Williams | 5.0 | 286.0 |
| Creuse | 309.0 | 284.0 |
| Georgia | 1788.0 | 283.0 |
| John Murray | 42.0 | 281.0 |
| James Wilson | 10.0 | 281.0 |
| John Scott | 2.0 | 278.0 |
| Yvelines | 283.0 | 277.0 |
| John Davis | 58.0 | 277.0 |
| George Brown | 2.0 | 276.0 |
| John Davies | 1.0 | 275.0 |
| Germany | 205497.0 | 272.0 |
| Koningin Julianastraat | 3.0 | 270.0 |
| John Harris | 7.0 | 268.0 |
| Resurrection | 24.0 | 267.0 |
| James Smith | 5.0 | 265.0 |
| Province of Cuneo | 259.0 | 263.0 |
| Robert Williams | 16.0 | 260.0 |
| Province of Bergamo | 256.0 | 260.0 |
| The Annunciation | 4.0 | 260.0 |
| John Walker | 10.0 | 260.0 |
| David Jones | 11.0 | 259.0 |
| John White | 6.0 | 259.0 |
| The Three Graces | 4.0 | 259.0 |
| Madonna with child | 3.0 | 256.0 |
| Love | 101.0 | 255.0 |
| Paris | 39791.0 | 255.0 |
| Thomas Williams | 2.0 | 249.0 |
| Greatest Hits | 68.0 | 246.0 |
| The Adoration of the Magi | 7.0 | 245.0 |
| Paul Smith | 6.0 | 245.0 |
| Portrait of a woman | 13.0 | 245.0 |
| John Bell | 3.0 | 241.0 |
| John Hill | 4.0 | 240.0 |
| Haute-Corse | 245.0 | 239.0 |
| Loire-Atlantique | 301.0 | 238.0 |
| William Williams | 3.0 | 238.0 |
| Victoria | 1169.0 | 237.0 |
| Alice in Wonderland | 3.0 | 236.0 |
| Bone morphogenetic protein 4 | 2.0 | 233.0 |
| Brazil | 21923.0 | 231.0 |
| Trentino | 228.0 | 230.0 |
| Destiny | 27.0 | 230.0 |
| John Carter | 11.0 | 229.0 |
| Michael Smith | 6.0 | 227.0 |
| John Young | 13.0 | 227.0 |
| Sint-Martinuskerk | 5.0 | 227.0 |
| Italy | 99514.0 | 226.0 |
| John Evans | 4.0 | 225.0 |
| John Gray | 12.0 | 223.0 |
| Pietà | 44.0 | 223.0 |
| Twilight | 35.0 | 223.0 |
| John Baker | 23.0 | 222.0 |
| Li Yu | 191.0 | 222.0 |
| John Richardson | 23.0 | 221.0 |
| Colin Campbell | 56.0 | 221.0 |
| Still Life | 15.0 | 221.0 |
| Province of Brescia | 218.0 | 219.0 |
| John Hall | 4.0 | 218.0 |
| John Fraser | 18.0 | 218.0 |
| Alpes-de-Haute-Provence | 217.0 | 217.0 |
| Evangelical Church | 4.0 | 216.0 |
| John Roberts | 5.0 | 216.0 |
| Robert Smith | 42.0 | 214.0 |
| Napoléon | 48.0 | 213.0 |
| Chris Smith | 8.0 | 213.0 |
| Essonne | 209.0 | 213.0 |
| Pandora | 22.0 | 213.0 |
| Rio Grande do Sul | 241.0 | 213.0 |
| George Wilson | 1.0 | 213.0 |
| Cinderella | 30.0 | 213.0 |
| Tarn-et-Garonne | 227.0 | 212.0 |
| John Jackson | 3.0 | 211.0 |
| David Wilson | 3.0 | 211.0 |
| Russia | 42317.0 | 210.0 |
| Adam and Eve | 11.0 | 210.0 |
| Life | 47.0 | 210.0 |
| Mike Smith | 2.0 | 209.0 |
| Leda and the Swan | 19.0 | 209.0 |
| John Rogers | 9.0 | 209.0 |
| Mary Magdalene | 191.0 | 208.0 |
| James Walker | 4.0 | 208.0 |
| Danaë | 28.0 | 208.0 |
| St. Martin | 10.0 | 207.0 |
| John Ward | 3.0 | 207.0 |
| Li Yi | 175.0 | 207.0 |
| Steve Smith | 4.0 | 207.0 |
| James Anderson | 31.0 | 206.0 |
| Alice | 770.0 | 205.0 |
| Forever | 46.0 | 205.0 |
| John Lewis | 6.0 | 205.0 |
| Province of Pavia | 200.0 | 204.0 |
| Carmen | 464.0 | 204.0 |
| Treasure Island | 16.0 | 204.0 |
| Hervormde kerk | 1.0 | 203.0 |
| Salome | 56.0 | 203.0 |
| Province of Alessandria | 200.0 | 203.0 |
| Val-d'Oise | 206.0 | 203.0 |
| Fibroblast growth factor receptor 2 | 2.0 | 202.0 |
| Venus and Cupid | 3.0 | 200.0 |
| Irenelaan | 1.0 | 200.0 |
| Lozère | 206.0 | 200.0 |
| John Kennedy | 4.0 | 199.0 |
| The Count of Monte Cristo | 4.0 | 198.0 |
| Li Jing | 163.0 | 198.0 |
| Hervormde Kerk | 2.0 | 197.0 |
| John Murphy | 2.0 | 197.0 |
| John Robinson | 19.0 | 196.0 |
| Lucy | 497.0 | 196.0 |
| Molenlaan | 10.0 | 195.0 |
| SMAD family member 3 | 2.0 | 194.0 |
| Hero | 34.0 | 194.0 |
| Paul Williams | 20.0 | 194.0 |
| Susanna and the Elders | 34.0 | 193.0 |
| Paradise | 32.0 | 191.0 |
| William Thompson | 3.0 | 191.0 |
| California | 3083.0 | 190.0 |
| Madonna with Child | 3.0 | 190.0 |
| Believe | 45.0 | 190.0 |
| John Phillips | 21.0 | 189.0 |
| John Hughes | 55.0 | 187.0 |
| Friends | 71.0 | 186.0 |
| Robert Campbell | 2.0 | 186.0 |
| Hautes-Alpes | 185.0 | 186.0 |
| James Stewart | 92.0 | 186.0 |
| William Walker | 3.0 | 185.0 |
| William Stewart | 4.0 | 184.0 |
| Prague | 5585.0 | 183.0 |
| Richard Smith | 2.0 | 183.0 |
| Phoenix | 377.0 | 183.0 |
| Oliver Twist | 19.0 | 182.0 |
| Romeo and Juliet | 19.0 | 182.0 |
| Province of Como | 178.0 | 182.0 |
| The Hunchback of Notre Dame | 13.0 | 181.0 |
| One | 46.0 | 181.0 |
| Alpes-Maritimes | 185.0 | 181.0 |
| Aurora | 144.0 | 181.0 |
| Michael Johnson | 13.0 | 180.0 |
| David | 11047.0 | 179.0 |
| Vondelstraat | 1.0 | 179.0 |
| John Simpson | 2.0 | 179.0 |
| John Ross | 2.0 | 179.0 |
| The Kiss | 11.0 | 179.0 |
| David Davies | 3.0 | 178.0 |
| John Russell | 43.0 | 178.0 |
| Richard Jones | 1.0 | 177.0 |
| Munich | 9815.0 | 177.0 |
| Lady Godiva | 20.0 | 176.0 |
| New South Wales | 662.0 | 176.0 |
| Monster | 55.0 | 176.0 |
| John Thompson | 7.0 | 176.0 |
| Anna Karenina | 10.0 | 175.0 |
| Voorstraat | 547.0 | 175.0 |
| Marconistraat | 1.0 | 175.0 |
| The Birth of Venus | 6.0 | 175.0 |
| Jack Smith | 8.0 | 175.0 |
| United States of America | 281936.0 | 174.0 |
| Peter Brown | 11.0 | 174.0 |
| The Stranger | 15.0 | 173.0 |
| Gloria | 257.0 | 173.0 |
| John Parker | 1.0 | 172.0 |
| John Clarke | 9.0 | 172.0 |
| Janus kinase 2 | 2.0 | 171.0 |
| Julius Caesar | 30.0 | 171.0 |
| John Adams | 16.0 | 170.0 |
| Bone morphogenetic protein 2 | 2.0 | 170.0 |
| Inferno | 22.0 | 170.0 |
| Province of Salerno | 167.0 | 169.0 |
| Mark Smith | 6.0 | 169.0 |
| David Lewis | 30.0 | 168.0 |
| Schoolstraat | 89.0 | 168.0 |
| John Edwards | 6.0 | 168.0 |
| Chris Jones | 8.0 | 168.0 |
| Poststraat | 53.0 | 168.0 |
| Tom Jones | 12.0 | 167.0 |
| Australia | 29186.0 | 167.0 |
| Mark Williams | 26.0 | 166.0 |
| Shine | 42.0 | 166.0 |
| David Johnson | 7.0 | 165.0 |
| Dawn | 101.0 | 165.0 |
| Lindenstraße | 82.0 | 165.0 |
| Province of Cosenza | 161.0 | 165.0 |
| Koningin Wilhelminastraat | 9.0 | 164.0 |
| Gold | 28.0 | 164.0 |
| Free | 52.0 | 164.0 |
| Andromeda | 51.0 | 163.0 |
| Passion | 27.0 | 163.0 |
| Evolution | 32.0 | 162.0 |
| Li Qi | 132.0 | 162.0 |
| Michael Jackson | 185.0 | 162.0 |
| David Thomas | 11.0 | 161.0 |
| Sonic hedgehog | 1.0 | 161.0 |
| The Hound of the Baskervilles | 8.0 | 161.0 |
| Stationsstraat | 100.0 | 161.0 |
| Ivan Ivanov | 20.0 | 160.0 |
| Together | 33.0 | 160.0 |
| Nana | 132.0 | 160.0 |
| Shanghai | 602.0 | 160.0 |
| Beautiful | 29.0 | 159.0 |
| Rio de Janeiro | 2134.0 | 159.0 |
| John Watson | 6.0 | 159.0 |
| Paul Martin | 29.0 | 159.0 |
| Nieuwstraat | 259.0 | 159.0 |
| Love Story | 15.0 | 159.0 |
| The Flight into Egypt | 5.0 | 158.0 |
| Hans Müller | 5.0 | 158.0 |
| Li Xun | 146.0 | 158.0 |
| Hans Schmidt | 2.0 | 158.0 |
| Bill Smith | 1.0 | 158.0 |
| Macbeth | 9.0 | 158.0 |
| Hope | 97.0 | 158.0 |
| Go | 29.0 | 158.0 |
| The Baptism of Christ | 5.0 | 158.0 |
| Coronation of the Virgin | 13.0 | 157.0 |
| The Awakening | 19.0 | 157.0 |
| Catenin (cadherin associated protein), beta 1 | 1.0 | 156.0 |
| Steve Jones | 10.0 | 156.0 |
| John Marshall | 9.0 | 156.0 |
| Death of Cleopatra | 2.0 | 156.0 |
| David Lee | 3.0 | 156.0 |
| Chris Brown | 73.0 | 156.0 |
| Walter Müller | 13.0 | 156.0 |
| Province of Varese | 153.0 | 155.0 |
| The Last Days of Pompeii | 1.0 | 155.0 |
| Robert Brown | 27.0 | 155.0 |
| Camille | 496.0 | 155.0 |
| Parc naturel régional des marais du Cotentin et du Bessin | 2.0 | 154.0 |
| Lincoln | 360.0 | 154.0 |
| First Love | 10.0 | 153.0 |
| Hercules | 39.0 | 153.0 |
| Mike Williams | 15.0 | 153.0 |
| Superman | 24.0 | 153.0 |
| San Francisco | 2694.0 | 153.0 |
| Fantômas | 5.0 | 153.0 |
| Robert Anderson | 18.0 | 153.0 |
| Michael Collins | 21.0 | 153.0 |
| Hoofdweg | 168.0 | 153.0 |
| Fury | 19.0 | 152.0 |
| Bahia | 201.0 | 152.0 |
| Madonna and child | 5.0 | 152.0 |
| Batman | 87.0 | 152.0 |
| Latvia | 2111.0 | 152.0 |
| Canada | 43389.0 | 152.0 |
| Adoration of the Shepherds | 6.0 | 151.0 |
| Washington County | 200.0 | 151.0 |
| The Phantom of the Opera | 4.0 | 151.0 |
| Diana | 499.0 | 151.0 |
| province of Milan | 149.0 | 150.0 |
| Desire | 17.0 | 150.0 |
| Buenos Aires Province | 173.0 | 149.0 |
| Koningin Wilhelminalaan | 17.0 | 149.0 |
| Province of Udine | 144.0 | 149.0 |
| Alive | 29.0 | 148.0 |
| The Raven | 26.0 | 148.0 |
| James Martin | 3.0 | 148.0 |
| Paul Johnson | 2.0 | 148.0 |
| Blue | 42.0 | 148.0 |
| Summer | 27.0 | 147.0 |
| Scream | 27.0 | 147.0 |
| Dr. Jekyll and Mr. Hyde | 1.0 | 147.0 |
| Interleukin 6 | 2.0 | 147.0 |
| Amsterdam | 11290.0 | 147.0 |
| Phosphatase and tensin homolog | 2.0 | 146.0 |
| Reclining Figure | 42.0 | 145.0 |
| Brian Smith | 3.0 | 145.0 |
| Li Shu | 130.0 | 144.0 |
| Rage | 33.0 | 144.0 |
| A Christmas Carol | 34.0 | 144.0 |
| Tom Johnson | 1.0 | 143.0 |
| Nude | 16.0 | 143.0 |
| Jane Eyre | 5.0 | 143.0 |
| Venus and Mars | 4.0 | 143.0 |
| Atlantis | 51.0 | 143.0 |
| Mike Jones | 17.0 | 143.0 |
| John Wood | 27.0 | 143.0 |
| Mark Jones | 9.0 | 142.0 |
| Rudolf Müller | 1.0 | 142.0 |
| Fred Smith | 2.0 | 141.0 |
| William White | 7.0 | 141.0 |
| Time | 36.0 | 141.0 |
| Robert Wilson | 8.0 | 141.0 |
| Beauty and the Beast | 18.0 | 141.0 |
| Face to Face | 35.0 | 140.0 |
| Uganda | 613.0 | 140.0 |
| Charles Brown | 1.0 | 140.0 |
| David Campbell | 6.0 | 139.0 |
| John Thomas | 9.0 | 139.0 |
| The Game | 51.0 | 139.0 |
| I Love You | 28.0 | 139.0 |
| Heartbeat | 19.0 | 139.0 |
| Reunion | 20.0 | 139.0 |
| Crash | 26.0 | 139.0 |
| Johannes Müller | 1.0 | 139.0 |
| Interleukin 1 beta | 2.0 | 139.0 |
| Sahara | 24.0 | 138.0 |
| Teenage Mutant Ninja Turtles | 11.0 | 138.0 |
| Independence Day | 16.0 | 138.0 |
| Dracula | 18.0 | 138.0 |
| Heaven | 33.0 | 137.0 |
| catenin beta 1 | 1.0 | 137.0 |
| Madonna | 219.0 | 137.0 |
| Exodus | 36.0 | 137.0 |
| The Crucifixion | 4.0 | 137.0 |
| Zürich | 3275.0 | 137.0 |
| Spring | 17.0 | 136.0 |
| Richard Wagner | 33.0 | 136.0 |
| Mother | 14.0 | 136.0 |
| George Jones | 105.0 | 136.0 |
| Kidnapped | 6.0 | 136.0 |
| Inside Out | 29.0 | 136.0 |
| Venus | 163.0 | 135.0 |
| The Fugitive | 16.0 | 135.0 |
| transforming growth factor beta 1 | 1.0 | 135.0 |
| Secrets | 25.0 | 134.0 |
| Alexander | 4804.0 | 134.0 |
| Flashback | 16.0 | 134.0 |
| Titanic | 2.0 | 134.0 |
| Bill Brown | 16.0 | 134.0 |
| Rush | 78.0 | 134.0 |
| Prey | 15.0 | 134.0 |
| The Trap | 4.0 | 134.0 |
| Paul Miller | 3.0 | 134.0 |
| Joan of Arc | 44.0 | 134.0 |
| Bill Miller | 9.0 | 133.0 |
| Santa Catarina | 153.0 | 133.0 |
| Buenos Aires | 3600.0 | 133.0 |
| John James | 9.0 | 133.0 |
| Tom Brown | 17.0 | 133.0 |
| Province of Rome | 131.0 | 133.0 |
| Candy | 18.0 | 132.0 |
| Stay | 38.0 | 132.0 |
| Noli me tangere | 16.0 | 132.0 |
| Dreams | 22.0 | 132.0 |
| Bill Johnson | 2.0 | 132.0 |
| France | 178816.0 | 132.0 |
| Province of Vicenza | 132.0 | 132.0 |
| Orange | 324.0 | 132.0 |
| Star Trek | 37.0 | 131.0 |
| David Lloyd | 3.0 | 131.0 |
| South Tyrol | 142.0 | 131.0 |
| Richard Williams | 7.0 | 131.0 |
| The Merry Widow | 2.0 | 131.0 |
| Postweg | 11.0 | 131.0 |
| Fire | 25.0 | 131.0 |
| Werner Müller | 1.0 | 130.0 |
| Charles Smith | 1.0 | 130.0 |
| Li Zhen | 90.0 | 130.0 |
| Heroes | 118.0 | 130.0 |
| L'Arlésienne | 5.0 | 130.0 |
| Freedom | 36.0 | 130.0 |
| Robin Hood | 36.0 | 130.0 |
| Erb-b2 receptor tyrosine kinase 2 | 2.0 | 130.0 |
| Hoogstraat | 214.0 | 130.0 |
| Fibroblast growth factor receptor 1 | 2.0 | 130.0 |
| James White | 5.0 | 129.0 |
| Richard Johnson | 50.0 | 129.0 |
| John Fitzgerald | 1.0 | 129.0 |
| Don Quixote | 13.0 | 129.0 |
| Casino Royale | 4.0 | 129.0 |
| Animal | 17.0 | 129.0 |
| John Armstrong | 1.0 | 129.0 |
| Province of Avellino | 125.0 | 129.0 |
| Cell division cycle 42 | 2.0 | 129.0 |
| Rijksweg | 76.0 | 129.0 |
| Province of Cremona | 125.0 | 128.0 |
| Transforming growth factor, beta 1 | 1.0 | 128.0 |
| Empire | 14.0 | 128.0 |
| 3 | 38.0 | 128.0 |
| William Allen | 1.0 | 128.0 |
| SMAD family member 2 | 2.0 | 128.0 |
| Province of Asti | 125.0 | 128.0 |
| Tony Smith | 7.0 | 128.0 |
| Robert Taylor | 88.0 | 128.0 |
| Andrew Wilson | 3.0 | 127.0 |
| Nová Ves | 68.0 | 127.0 |
| Martin Luther | 67.0 | 127.0 |
| SMAD family member 4 | 2.0 | 127.0 |
| Paul Jones | 27.0 | 127.0 |
| Chris Johnson | 1.0 | 127.0 |
| Anna | 2886.0 | 127.0 |
| Alone | 24.0 | 127.0 |
| Magic | 35.0 | 127.0 |
| Madame Bovary | 3.0 | 127.0 |
| George Washington | 33.0 | 127.0 |
| Rain | 46.0 | 127.0 |
| The River | 24.0 | 126.0 |
| Ulice | 1.0 | 126.0 |
| William Miller | 4.0 | 126.0 |
| Sleeping Beauty | 8.0 | 126.0 |
| Humboldt University of Berlin | 480.0 | 126.0 |
| B cell leukemia/lymphoma 2 | 1.0 | 126.0 |
| Denmark | 10182.0 | 126.0 |
| Florida | 949.0 | 126.0 |
| Li Ji | 96.0 | 126.0 |
| Night | 7.0 | 126.0 |
| Pride | 18.0 | 126.0 |
| Richard Taylor | 7.0 | 126.0 |
| Smile | 27.0 | 125.0 |
| Paraná | 154.0 | 125.0 |
| Chicago | 4779.0 | 125.0 |
| Touch | 41.0 | 125.0 |
| The Promise | 10.0 | 125.0 |
| John Grant | 11.0 | 125.0 |
| Olympia | 73.0 | 125.0 |
| John O'Neill | 1.0 | 125.0 |
| Transformation related protein 53 | 1.0 | 124.0 |
| Michael Müller | 2.0 | 124.0 |
| The Truth | 11.0 | 124.0 |
| Saint George and the Dragon | 50.0 | 124.0 |
| Bone morphogenetic protein 7 | 2.0 | 124.0 |
| Around the World in 80 Days | 1.0 | 124.0 |
| Faust | 23.0 | 124.0 |
| The Return | 18.0 | 124.0 |
| Sint-Lambertuskerk | 3.0 | 124.0 |
| Gordon Brown | 8.0 | 124.0 |
| Mark Johnson | 43.0 | 124.0 |
| John Doyle | 6.0 | 124.0 |
| Stationsweg | 90.0 | 124.0 |
| Ambachtstraat | 2.0 | 124.0 |
| The Holy Family | 3.0 | 124.0 |
| Black and White | 6.0 | 123.0 |
| St. Peter und Paul | 3.0 | 123.0 |
| Turkey | 7195.0 | 123.0 |
| James Jones | 6.0 | 123.0 |
| Richard Wilson | 22.0 | 123.0 |
| Jimmy Smith | 24.0 | 123.0 |
| Fear | 13.0 | 123.0 |
| David Bell | 1.0 | 123.0 |
| Province of L'Aquila | 124.0 | 123.0 |
| Gareth Davies | 3.0 | 123.0 |
| Solo | 12.0 | 122.0 |
| Redemption | 19.0 | 122.0 |
| Peter Pan | 6.0 | 122.0 |
| John Black | 6.0 | 122.0 |
| Venice | 3672.0 | 122.0 |
| Wuthering Heights | 21.0 | 122.0 |
| Portrait of a Lady | 3.0 | 122.0 |
| The Source | 5.0 | 122.0 |
| Crush | 21.0 | 122.0 |
| Halloween | 34.0 | 122.0 |
| Fearless | 18.0 | 122.0 |
| Pinocchio | 6.0 | 121.0 |
| Tony Brown | 1.0 | 121.0 |
| No Man's Land | 12.0 | 121.0 |
| Ceará | 118.0 | 121.0 |
| Portrait of a Young Man | 2.0 | 121.0 |
| Justice | 14.0 | 121.0 |
| Hell | 15.0 | 121.0 |
| Holiday | 16.0 | 121.0 |
| Mitogen-activated protein kinase 14 | 2.0 | 121.0 |
| Berlin | 21839.0 | 121.0 |
| Vengeance | 10.0 | 121.0 |
| William Watson | 8.0 | 121.0 |
| Saint Petersburg | 9117.0 | 121.0 |
| The Turning Point | 3.0 | 121.0 |
| John Howard | 38.0 | 121.0 |
| The Letter | 8.0 | 121.0 |
| Underground | 17.0 | 120.0 |
| David Miller | 31.0 | 120.0 |
| Everything | 26.0 | 120.0 |
| Rijksstraatweg | 184.0 | 120.0 |
| European Union | 117.0 | 120.0 |
| Mary | 3424.0 | 120.0 |
| Koningin Julianalaan | 1.0 | 120.0 |
| Sherlock Holmes | 23.0 | 120.0 |
| Sunshine | 28.0 | 120.0 |
| Little Women | 3.0 | 120.0 |
| Sappho | 9.0 | 119.0 |
| Obsession | 13.0 | 119.0 |
| John Sullivan | 7.0 | 119.0 |
| The Great Gatsby | 9.0 | 119.0 |
| The Judgment of Paris | 2.0 | 119.0 |
| A Tale of Two Cities | 5.0 | 119.0 |
| John Hunter | 1.0 | 119.0 |
| Larry Smith | 11.0 | 119.0 |
| Forkhead box P3 | 2.0 | 119.0 |
| Laura | 1063.0 | 119.0 |
| Saint Sebastian | 34.0 | 119.0 |
| Winter | 67.0 | 119.0 |
| William Russell | 79.0 | 118.0 |
| Harry Potter and the Philosopher's Stone | 4.0 | 118.0 |
| Gravity | 27.0 | 118.0 |
| Ras homolog family member A | 2.0 | 118.0 |
| Drive | 16.0 | 118.0 |
| Julia | 803.0 | 118.0 |
| Flora | 127.0 | 117.0 |
| Crime and Punishment | 3.0 | 117.0 |
| Frankenstein | 19.0 | 117.0 |
| Michael Brown | 3.0 | 117.0 |
| The Chase | 14.0 | 117.0 |
| Sanctuary | 35.0 | 117.0 |
| The Adoration of the Shepherds | 8.0 | 117.0 |
| Province of Caserta | 113.0 | 117.0 |
| Ecce Homo | 14.0 | 117.0 |
| Spellbound | 6.0 | 117.0 |
| Marie Antoinette | 24.0 | 117.0 |
| Wanted | 7.0 | 117.0 |
| Heat | 11.0 | 117.0 |
| Province of Messina | 115.0 | 117.0 |
| Brother's Keeper | 3.0 | 116.0 |
| John King | 7.0 | 116.0 |
| A Midsummer Night's Dream | 10.0 | 116.0 |
| John Graham | 3.0 | 116.0 |
| William Hamilton | 1.0 | 116.0 |
| John Ferguson | 1.0 | 116.0 |
| John Ellis | 1.0 | 115.0 |
| Eva | 1075.0 | 115.0 |
| Li Xian | 105.0 | 115.0 |
| Sonic hedgehog signaling molecule | 1.0 | 115.0 |
| Andrew Miller | 12.0 | 115.0 |
| Great Expectations | 8.0 | 115.0 |
| John Hamilton | 14.0 | 115.0 |
| Vladimir Smirnov | 7.0 | 115.0 |
| Province of Chieti | 113.0 | 115.0 |
| The Bridge | 12.0 | 115.0 |
| Chris Williams | 7.0 | 115.0 |
| Province of Padua | 112.0 | 115.0 |
| Gary Smith | 2.0 | 115.0 |
| Still life | 11.0 | 115.0 |
| Firefly | 42.0 | 114.0 |
| Godzilla | 9.0 | 114.0 |
| Raadhuislaan | 6.0 | 114.0 |
| Wonderland | 13.0 | 114.0 |
| province of Potenza | 111.0 | 114.0 |
| North Macedonia | 766.0 | 114.0 |
| Brothers | 11.0 | 114.0 |
| Brian Johnson | 8.0 | 114.0 |
| James Williams | 6.0 | 114.0 |
| Lille metropolis | 135.0 | 114.0 |
| Otto Schmidt | 5.0 | 114.0 |
| Rac family small GTPase 1 | 2.0 | 114.0 |
| The Collection | 29.0 | 114.0 |
| One Love | 34.0 | 114.0 |
| Nemesis | 20.0 | 114.0 |
| John Harvey | 8.0 | 114.0 |
| Otto Meyer | 6.0 | 114.0 |
| King Kong | 4.0 | 114.0 |
| Quartet | 12.0 | 114.0 |
| tumor protein p53 | 1.0 | 114.0 |
| Madrid | 3594.0 | 113.0 |
| Midnight | 6.0 | 113.0 |
| Moscow | 20802.0 | 113.0 |
| Enigma | 33.0 | 113.0 |
| James Hamilton | 6.0 | 113.0 |
| Uranus | 77.0 | 113.0 |
| Victory | 19.0 | 113.0 |
| Milan | 8132.0 | 113.0 |
| Pygmalion and Galatea | 2.0 | 113.0 |
| Sweden | 37293.0 | 113.0 |
| Taxi | 21.0 | 113.0 |
| Calreticulin | 2.0 | 112.0 |
| Marco Polo | 14.0 | 112.0 |
| Guilty | 25.0 | 112.0 |
| Province of Verona | 107.0 | 112.0 |
| Boomerang | 6.0 | 112.0 |
| The Ten Commandments | 1.0 | 112.0 |
| The Gift | 24.0 | 112.0 |
| Charlie Brown | 5.0 | 112.0 |
| Dave Brown | 2.0 | 112.0 |
| Kerkpad | 52.0 | 111.0 |
| Tony Martin | 29.0 | 111.0 |
| Crossroads | 10.0 | 111.0 |
| Princess Changshan | 91.0 | 111.0 |
| Butterfly | 44.0 | 111.0 |
| John Spencer | 19.0 | 111.0 |
| Li Mou | 98.0 | 111.0 |
| Eclipse | 19.0 | 111.0 |
| Lost | 158.0 | 111.0 |
| Jim Brown | 29.0 | 111.0 |
| CD36 molecule | 2.0 | 111.0 |
| Out of the Blue | 13.0 | 111.0 |
| Ride | 17.0 | 111.0 |
| The Island | 3.0 | 111.0 |
| Bliss | 9.0 | 111.0 |
| Bob Smith | 1.0 | 111.0 |
| Bad Company | 12.0 | 111.0 |
| Karl Fischer | 25.0 | 111.0 |
| Winter Landscape | 6.0 | 111.0 |
| X | 39.0 | 111.0 |
| Peter Schneider | 10.0 | 110.0 |
| Madonna and Child with Saints | 1.0 | 110.0 |
| Orpheus | 27.0 | 110.0 |
| Tokyo | 5766.0 | 110.0 |
| Revolution | 25.0 | 110.0 |
| Luxembourg | 2111.0 | 110.0 |
| George Martin | 60.0 | 110.0 |
| The Spoilers | 4.0 | 110.0 |
| Tour de France | 1733.0 | 110.0 |
| Paired box 6 | 2.0 | 110.0 |
| Quo Vadis | 3.0 | 110.0 |
| William Davies | 5.0 | 110.0 |
| John Cale | 209.0 | 110.0 |
| Lisbon | 1443.0 | 110.0 |
| Robert Johnson | 7.0 | 109.0 |
| The Intruder | 2.0 | 109.0 |
| Caveolin 3 | 2.0 | 109.0 |
| Q17144373 | 1.0 | 109.0 |
| Frank Williams | 5.0 | 109.0 |
| Home Sweet Home | 6.0 | 109.0 |
| Jack White | 40.0 | 109.0 |
| Ophelia | 15.0 | 109.0 |
| Truth | 15.0 | 109.0 |
| Always | 19.0 | 109.0 |
| Dorpstraat | 84.0 | 109.0 |
| Hermann Müller | 1.0 | 109.0 |
| Molière | 9.0 | 109.0 |
| John Lloyd | 11.0 | 109.0 |
| David James | 6.0 | 109.0 |
| Tom Sawyer | 8.0 | 109.0 |
| John Ryan | 2.0 | 108.0 |
| Würzburg | 1269.0 | 108.0 |
| Jupiter | 145.0 | 108.0 |
| John Hayes | 6.0 | 108.0 |
| Rembrandt | 241.0 | 108.0 |
| Seine | 304.0 | 108.0 |
| The Scapegoat | 3.0 | 108.0 |
| Franklin County | 146.0 | 108.0 |
| Richard Müller | 4.0 | 108.0 |
| Charles Williams | 16.0 | 108.0 |
| James Young | 79.0 | 107.0 |
| BCL2 apoptosis regulator | 1.0 | 107.0 |
| Vendetta | 8.0 | 107.0 |
| Peter Jones | 7.0 | 107.0 |
| Henry Williams | 4.0 | 107.0 |
| The Last Supper | 8.0 | 107.0 |
| Torenstraat | 87.0 | 107.0 |
| Paul | 10558.0 | 107.0 |
| Territoire de Belfort | 105.0 | 107.0 |
| Happiness | 20.0 | 107.0 |
| Mike Johnson | 3.0 | 106.0 |
| St. Peter | 17.0 | 106.0 |
| Valencia | 544.0 | 106.0 |
| Black Widow | 6.0 | 106.0 |
| Down to Earth | 13.0 | 106.0 |
| Province of Treviso | 101.0 | 106.0 |
| Sam Smith | 5.0 | 106.0 |
| Seven | 24.0 | 106.0 |
| John Collins | 2.0 | 106.0 |
| People's Republic of China | 52849.0 | 106.0 |
| 2013 Bilderberg Conference | 2.0 | 106.0 |
| Crucifixion of Christ | 6.0 | 106.0 |
| Uncle Tom's Cabin | 4.0 | 106.0 |
| Frozen | 16.0 | 106.0 |
| Peter Jackson | 59.0 | 105.0 |
| Michael Green | 5.0 | 105.0 |
| Bill White | 1.0 | 105.0 |
| Waterloo | 102.0 | 105.0 |
| Jeff Smith | 26.0 | 105.0 |
| London | 13631.0 | 105.0 |
| Broken | 17.0 | 105.0 |
| Helen of Troy | 21.0 | 105.0 |
| Captain Blood | 2.0 | 105.0 |
| Province of Lecce | 101.0 | 105.0 |
| Prins Willem-Alexanderstraat | 1.0 | 105.0 |
| Tomorrow | 23.0 | 105.0 |
| Jason Smith | 2.0 | 105.0 |
| Asylum | 10.0 | 105.0 |
| Aquaporin 1 | 2.0 | 105.0 |
| Lola | 108.0 | 105.0 |
| Province of Reggio Calabria | 100.0 | 105.0 |
| Echo | 76.0 | 104.0 |
| George Baker | 22.0 | 104.0 |
| The Message | 15.0 | 104.0 |
| Jim Miller | 1.0 | 104.0 |
| Virus | 10.0 | 104.0 |
| Memories | 15.0 | 104.0 |
| The Key | 6.0 | 104.0 |
| Mexico | 11600.0 | 104.0 |
| Thor | 154.0 | 104.0 |
| Lincoln County | 90.0 | 104.0 |
| William Gibson | 35.0 | 104.0 |
| Washington | 562.0 | 104.0 |
| Scott Smith | 14.0 | 104.0 |
| William Johnson | 2.0 | 104.0 |
| Runaway | 16.0 | 103.0 |
| Billy Taylor | 7.0 | 103.0 |
| Ring | 64.0 | 103.0 |
| John Morris | 6.0 | 103.0 |
| David Taylor | 1.0 | 103.0 |
| Bobby Brown | 23.0 | 103.0 |
| Jealousy | 12.0 | 103.0 |
| Bacchus and Ariadne | 4.0 | 103.0 |
| Revenge | 24.0 | 103.0 |
| Province of Naples | 102.0 | 103.0 |
| John Foster | 2.0 | 103.0 |
| Stars | 19.0 | 103.0 |
| Scott Brown | 1.0 | 103.0 |
| Self portrait | 7.0 | 103.0 |
| John Stewart | 14.0 | 103.0 |
| Max Weber | 14.0 | 103.0 |
| The Trial | 3.0 | 103.0 |
| Breathe | 27.0 | 103.0 |
| Molendijk | 47.0 | 103.0 |
| Reckless | 6.0 | 102.0 |
| Steve Brown | 1.0 | 102.0 |
| Spider-Man | 8.0 | 102.0 |
| Richard III | 6.0 | 102.0 |
| Nativity | 5.0 | 102.0 |
| Summertime | 16.0 | 102.0 |
| Superstar | 12.0 | 102.0 |
| Michael | 9122.0 | 102.0 |
| Thailand | 4096.0 | 102.0 |
| Michael Williams | 21.0 | 102.0 |
| James Miller | 5.0 | 102.0 |
| Still Life with Flowers | 6.0 | 102.0 |
| The Lost World | 8.0 | 102.0 |
| Athens | 2561.0 | 102.0 |
| John Morgan | 10.0 | 102.0 |
| Li Tan | 89.0 | 102.0 |
| Steve Johnson | 4.0 | 102.0 |
| She | 16.0 | 102.0 |
| Province of Frosinone | 100.0 | 102.0 |
| Valentine | 103.0 | 101.0 |
| Breathless | 9.0 | 101.0 |
| Roma | 32.0 | 101.0 |
| Province of Vercelli | 97.0 | 101.0 |
| William Hunter | 2.0 | 101.0 |
| Liu Yan | 65.0 | 101.0 |
| You | 30.0 | 101.0 |
| Hans Weber | 1.0 | 101.0 |
| Reflections | 21.0 | 101.0 |
| Eric Johnson | 14.0 | 101.0 |
| Thomas Wilson | 1.0 | 101.0 |
| Sugar | 10.0 | 101.0 |
| The Hole | 4.0 | 101.0 |
| Stella | 199.0 | 101.0 |
| Colorado | 374.0 | 101.0 |
| Head of a Woman | 1.0 | 101.0 |
| Blood Brothers | 13.0 | 101.0 |
| Music | 20.0 | 101.0 |
| The Raising of Lazarus | 3.0 | 101.0 |
| The Hunter | 6.0 | 100.0 |
| St. Laurentius | 2.0 | 100.0 |
| Azerbaijan | 1276.0 | 100.0 |
| GeGeGe no Kitarō | 1.0 | 100.0 |
| Apolipoprotein B | 2.0 | 100.0 |
| Province of Lecco | 97.0 | 100.0 |
| Huntingtin | 2.0 | 100.0 |
| Unity | 145.0 | 100.0 |
| Change | 34.0 | 100.0 |
| The Singles | 22.0 | 100.0 |
| Michael Wilson | 11.0 | 100.0 |
| Ben Jones | 1.0 | 100.0 |
| Faith | 67.0 | 100.0 |
| Madonna of Humility | 3.0 | 100.0 |
| Li Sui | 90.0 | 100.0 |
| Florence | 4854.0 | 100.0 |
| Red | 249.0 | 100.0 |
| Demons | 19.0 | 100.0 |
| Ich bin ein Star – Holt mich hier raus! | 95.0 | 100.0 |
| Israel | 4309.0 | 100.0 |
| Bern-Mittelland administrative district | 98.0 | 100.0 |
| Romance | 35.0 | 99.0 |
| Paul Robinson | 1.0 | 99.0 |
| Fanny | 201.0 | 99.0 |
| The Visitor | 10.0 | 99.0 |
| Ken Jones | 2.0 | 99.0 |
| Li County | 92.0 | 99.0 |
| Lucky | 23.0 | 99.0 |
| Charles Martin | 2.0 | 99.0 |
| Q4611255 | 98.0 | 99.0 |
| David Hall | 2.0 | 99.0 |
| Adenosine A1 receptor | 2.0 | 99.0 |
| The Good Life | 12.0 | 99.0 |
| Li Xuan | 90.0 | 99.0 |
| The Scarlet Letter | 2.0 | 99.0 |
| Li Wan | 87.0 | 99.0 |
| Casablanca | 396.0 | 99.0 |
| Insomnia | 15.0 | 99.0 |
| Alfred Schmidt | 16.0 | 99.0 |
| Conan the Barbarian | 105.0 | 99.0 |
| Wings | 52.0 | 99.0 |
| Antony and Cleopatra | 1.0 | 99.0 |
| Province of Novara | 95.0 | 99.0 |
| Bruno | 1963.0 | 99.0 |
| Gone | 17.0 | 98.0 |
| San Antonio | 490.0 | 98.0 |
| Slatina | 71.0 | 98.0 |
| Ali | 58.0 | 98.0 |
| Istanbul | 1842.0 | 98.0 |
| Once Upon a Time | 79.0 | 98.0 |
| equestrian statue of Joan of Arc | 9.0 | 98.0 |
| Remember Me | 19.0 | 98.0 |
| The Prince and the Pauper | 7.0 | 98.0 |
| Underworld | 42.0 | 98.0 |
| Child's Play | 3.0 | 98.0 |
| Princess Shouchun | 86.0 | 98.0 |
| Province of Oristano | 93.0 | 98.0 |
| Gerhard Fischer | 2.0 | 98.0 |
| Netherlands | 115585.0 | 98.0 |
| Taken | 6.0 | 98.0 |
| Arizona | 337.0 | 98.0 |
| Richard Martin | 16.0 | 98.0 |
| Adam Smith | 4.0 | 98.0 |
| M | 10.0 | 98.0 |
| Girl | 191.0 | 98.0 |
| Cyrano de Bergerac | 3.0 | 98.0 |
| Princess Yanguo | 84.0 | 98.0 |
| Trinity | 165.0 | 98.0 |
| The Wall | 11.0 | 98.0 |
| Carrie | 103.0 | 98.0 |
| John Thomson | 4.0 | 98.0 |
| Mitogen-activated protein kinase 9 | 2.0 | 98.0 |
| Max Müller | 1.0 | 98.0 |
| Santiago | 1616.0 | 97.0 |
| Endgame | 8.0 | 97.0 |
| Hans Meyer | 31.0 | 97.0 |
| Pygmalion | 16.0 | 97.0 |
| Alan Smith | 1.0 | 97.0 |
| Matt Smith | 11.0 | 97.0 |
| Penitent Magdalene | 64.0 | 97.0 |
| Fame | 6.0 | 97.0 |
| Freital | 87.0 | 97.0 |
| John O'Brien | 2.0 | 97.0 |
| Winston Churchill | 30.0 | 97.0 |
| Coming Home | 14.0 | 97.0 |
| Forkhead box C2 | 2.0 | 97.0 |
| Tonight | 26.0 | 97.0 |
| Napoleon | 133.0 | 97.0 |
| Hello | 28.0 | 97.0 |
| William Robertson | 1.0 | 97.0 |
| Mission: Impossible | 16.0 | 97.0 |
| Legend | 10.0 | 97.0 |
| Spartacus | 13.0 | 97.0 |
| Andrew Brown | 1.0 | 97.0 |
| John Henderson | 7.0 | 97.0 |
| The Circle | 14.0 | 97.0 |
| Georg Müller | 3.0 | 97.0 |
| Restless | 15.0 | 96.0 |
| Ernst Meyer | 7.0 | 96.0 |
| Kevin Smith | 51.0 | 96.0 |
| Autumn | 19.0 | 96.0 |
| Bloodline | 13.0 | 96.0 |
| Accident | 5.0 | 96.0 |
| David Watson | 1.0 | 96.0 |
| Dangerous | 13.0 | 96.0 |
| province of Campobasso | 91.0 | 96.0 |
| Tattoo | 16.0 | 96.0 |
| Samson and Delilah | 1.0 | 96.0 |
| Vladimir Popov | 2.0 | 96.0 |
| Brink | 67.0 | 96.0 |
| Maria | 3690.0 | 96.0 |
| John Kerr | 13.0 | 96.0 |
| Eve | 183.0 | 96.0 |
| Caravaggio | 139.0 | 96.0 |
| Jim Smith | 1.0 | 95.0 |
| William Marshall | 44.0 | 95.0 |
| Saint Jerome | 3.0 | 95.0 |
| Chris Taylor | 13.0 | 95.0 |
| Changes | 24.0 | 95.0 |
| Goiás | 114.0 | 95.0 |
| Three | 16.0 | 95.0 |
| Maya | 158.0 | 95.0 |
| The Abduction of Europa | 4.0 | 95.0 |
| Fireworks | 14.0 | 95.0 |
| Someday | 28.0 | 95.0 |
| The Miracle | 7.0 | 95.0 |
| Déjà Vu | 7.0 | 95.0 |
| The True Benjamin Franklin | 17.0 | 95.0 |
| John Douglas | 15.0 | 95.0 |
| Jefferson County | 144.0 | 95.0 |
| Doris | 373.0 | 95.0 |
| Earth | 72.0 | 95.0 |
| Bethlehem | 167.0 | 95.0 |
| The Storm | 3.0 | 95.0 |
| Journey to the Center of the Earth | 1.0 | 95.0 |
| Chris Martin | 12.0 | 95.0 |
| Masquerade | 10.0 | 94.0 |
| The Last of the Mohicans | 11.0 | 94.0 |
| Jacques Martin | 44.0 | 94.0 |
| Show Boat | 3.0 | 94.0 |
| Another World | 11.0 | 94.0 |
| Edward Jones | 2.0 | 94.0 |
| Iron Man | 9.0 | 94.0 |
| John Clark | 12.0 | 94.0 |
| John Lynch | 37.0 | 94.0 |
| Metropolis | 27.0 | 94.0 |
| Democratic Party | 21099.0 | 94.0 |
| Homecoming | 18.0 | 94.0 |
| Brian Jones | 4.0 | 94.0 |
| Trouble | 23.0 | 94.0 |
| Emperor Taizong of Tang | 86.0 | 94.0 |
| Sunrise | 39.0 | 94.0 |
| Miracle | 23.0 | 94.0 |
| Henry Johnson | 1.0 | 94.0 |
| The Virgin and Child | 2.0 | 94.0 |
| Daybreak | 12.0 | 94.0 |
| After Hours | 21.0 | 94.0 |
| The Fall of Man | 1.0 | 94.0 |
| Miami | 874.0 | 94.0 |
| SMAD family member 1 | 2.0 | 93.0 |
| Traffic | 13.0 | 93.0 |
| Thomas Scott | 3.0 | 93.0 |
| 1 | 17.0 | 93.0 |
| Hollywood | 1031.0 | 93.0 |
| Lolita | 49.0 | 93.0 |
| Josef Müller | 1.0 | 93.0 |
| Last Supper | 21.0 | 93.0 |
| Trust | 14.0 | 93.0 |
| BCL2-associated X protein | 1.0 | 93.0 |
| John McCarthy | 1.0 | 93.0 |
| Rose | 384.0 | 93.0 |
| Pure | 20.0 | 93.0 |
| I Want You | 23.0 | 93.0 |
Some closer inspection gives the explanation to the high in-degrees. The top entitites are things like "human", "male", "female" and "politican". It makes sense that many entities would satisfy relations such as "entity is human" or "entity is femmale", resulting in the high in-degrees. Interestingly, we note that the in-degree for "male" is over 5 times higher than that of "female", indicating a high gender discrepancy in terms of the people represented in the dataset. We also find the entity "United States of Amerika" very high in the list, which is likely due to many other entities being physically in or in other ways related to America. A bit further down other countries and territories can be found, such as "Germany" and "Italy".
The entities with highest out-degrees show no obvious interpretation. We find a diverse mix of streets, buildings, people, books and other things. Our hypothesis is that these are simply items that someone has chosen to add much information about in the Wikidata knowledge base, resulting in high out-degrees.
Let's also make some nice scatter plot with illustration of node type
val instanceRels = graph.edges.filter("rel == 'instance of'")
val joinedTypes = degrees.join(instanceRels, degrees("id") === instanceRels("src"), "leftouter").select($"id", $"inDegree", $"outDegree", ($"dst").as("type")).cache()
display(joinedTypes)
| id | inDegree | outDegree | type |
|---|---|---|---|
| & Yet & Yet | 2.0 | 5.0 | album |
| (10499) 1986 RN5 | 2.0 | 6.0 | asteroid |
| (11058) 1991 PN10 | 2.0 | 6.0 | asteroid |
| (117404) 2005 AC9 | 1.0 | 5.0 | asteroid |
| (13020) 1988 PW2 | 1.0 | 5.0 | asteroid |
| (136198) 2003 UJ296 | 1.0 | 5.0 | asteroid |
| (15141) 2000 EP106 | 2.0 | 4.0 | asteroid |
| (15683) 1981 EX25 | 2.0 | 6.0 | asteroid |
| (16307) 7569 P-L | 2.0 | 8.0 | asteroid |
| (16467) 1990 FD3 | 2.0 | 6.0 | asteroid |
| (17383) 1981 EE12 | 2.0 | 6.0 | asteroid |
| (20188) 1997 AC18 | 2.0 | 6.0 | asteroid |
| (20671) 1999 UX48 | 2.0 | 5.0 | asteroid |
| (20927) 1126 T-1 | 2.0 | 8.0 | asteroid |
| (21340) 1997 CS19 | 2.0 | 6.0 | asteroid |
| (21944) 1999 VA118 | 2.0 | 6.0 | asteroid |
| (21996) 1999 XP31 | 2.0 | 6.0 | asteroid |
| (22133) 2000 UO56 | 2.0 | 6.0 | asteroid |
| (22288) 1988 TR2 | 2.0 | 6.0 | asteroid |
| (22313) 1991 GP3 | 2.0 | 6.0 | asteroid |
| (22511) 1997 YC10 | 2.0 | 6.0 | asteroid |
| (22726) 1998 SZ72 | 2.0 | 6.0 | asteroid |
| (22755) 1998 WO9 | 2.0 | 6.0 | asteroid |
| (23299) 2001 AP9 | 2.0 | 6.0 | asteroid |
| (23723) 1998 HG40 | 2.0 | 6.0 | asteroid |
| (24205) 1999 XC48 | 2.0 | 6.0 | asteroid |
| (24831) 1995 SX4 | 2.0 | 6.0 | asteroid |
| (25571) 1999 XP195 | 2.0 | 6.0 | asteroid |
| (257203) 2008 RW122 | 2.0 | 6.0 | asteroid |
| (25831) 2000 DH111 | 2.0 | 6.0 | asteroid |
| (26030) 6004 P-L | 2.0 | 8.0 | asteroid |
| (26094) 1988 NU | 2.0 | 6.0 | asteroid |
| (26476) 2000 AK185 | 2.0 | 6.0 | asteroid |
| (27142) 1998 XG61 | 2.0 | 6.0 | asteroid |
| (27242) 1999 TN219 | 2.0 | 5.0 | asteroid |
| (27484) 2000 GN94 | 2.0 | 6.0 | asteroid |
| (28247) 1999 BP3 | 2.0 | 6.0 | asteroid |
| (28404) 1999 TQ5 | 2.0 | 7.0 | asteroid |
| (28463) 2000 AG168 | 2.0 | 5.0 | asteroid |
| (28580) 2000 EJ104 | 2.0 | 6.0 | asteroid |
| (28804) 2000 HC81 | 2.0 | 6.0 | asteroid |
| (28960) 2001 DZ81 | 2.0 | 6.0 | asteroid |
| (29000) 2607 P-L | 2.0 | 8.0 | asteroid |
| (29022) 6630 P-L | 2.0 | 8.0 | asteroid |
| (29387) 1996 JC6 | 2.0 | 6.0 | asteroid |
| (29505) 1997 WV44 | 2.0 | 6.0 | asteroid |
| (30466) 2000 OP14 | 2.0 | 6.0 | asteroid |
| (30611) 2627 P-L | 2.0 | 8.0 | asteroid |
| (30644) 6601 P-L | 2.0 | 8.0 | asteroid |
| (30689) 4318 T-2 | 2.0 | 8.0 | asteroid |
| (30845) 1991 PQ3 | 2.0 | 6.0 | asteroid |
| (30896) 1993 FX26 | 2.0 | 6.0 | asteroid |
| (31148) 1997 UO8 | 2.0 | 6.0 | asteroid |
| (31259) 1998 EB3 | 2.0 | 6.0 | asteroid |
| (31394) 1998 YX9 | 2.0 | 7.0 | asteroid |
| (31497) 1999 CW61 | 2.0 | 6.0 | asteroid |
| (31554) 1999 EJ2 | 2.0 | 6.0 | asteroid |
| (31732) 1999 JB71 | 2.0 | 6.0 | asteroid |
| (32382) 2000 QE187 | 2.0 | 6.0 | asteroid |
| (32543) 2001 QL11 | 2.0 | 6.0 | asteroid |
| (32791) 1989 TQ2 | 2.0 | 6.0 | asteroid |
| (34242) 2000 QD100 | 2.0 | 6.0 | asteroid |
| (343976) 2011 LC21 | 1.0 | 5.0 | asteroid |
| (34712) 2001 ON103 | 2.0 | 6.0 | asteroid |
| (34931) 6621 P-L | 2.0 | 8.0 | asteroid |
| (35035) 1981 ER29 | 2.0 | 6.0 | asteroid |
| (35051) 1981 ED47 | 2.0 | 6.0 | asteroid |
| (35166) 1993 QD8 | 2.0 | 6.0 | asteroid |
| (35182) 1993 US1 | 2.0 | 6.0 | asteroid |
| (35224) 1995 BN1 | 2.0 | 6.0 | asteroid |
| (35253) 1996 AB7 | 2.0 | 6.0 | asteroid |
| (35480) 1998 FN5 | 2.0 | 5.0 | asteroid |
| (35743) 1999 GP29 | 2.0 | 6.0 | asteroid |
| (35803) 1999 JT40 | 2.0 | 6.0 | asteroid |
| (36050) 1999 RE18 | 2.0 | 6.0 | asteroid |
| (36481) 2000 QU30 | 2.0 | 6.0 | asteroid |
| (37085) 2000 UO63 | 2.0 | 6.0 | asteroid |
| (37160) 2000 WR5 | 2.0 | 6.0 | asteroid |
| (37427) 2001 YJ82 | 2.0 | 6.0 | asteroid |
| (37438) 2599 P-L | 2.0 | 8.0 | asteroid |
| (37581) 1990 SU15 | 2.0 | 6.0 | asteroid |
| (37697) 1995 YW4 | 2.0 | 6.0 | asteroid |
| (38113) 1999 JB30 | 2.0 | 6.0 | asteroid |
| (38403) 1999 RU197 | 2.0 | 6.0 | asteroid |
| (38620) 2000 AQ186 | 2.0 | 6.0 | asteroid |
| (39099) 2000 WS12 | 2.0 | 5.0 | asteroid |
| (39298) 2001 FV132 | 2.0 | 5.0 | asteroid |
| (39431) 5178 T-2 | 2.0 | 8.0 | asteroid |
| (46556) 1991 FU3 | 1.0 | 5.0 | asteroid |
| (58167) 1990 QM3 | 1.0 | 5.0 | asteroid |
| (65225) 2002 EK44 | 1.0 | 5.0 | asteroid |
| (6861) 1991 FA3 | 2.0 | 6.0 | asteroid |
| (70304) 1999 RE133 | 1.0 | 5.0 | asteroid |
| (73077) 2002 GT4 | 2.0 | 6.0 | asteroid |
| (73262) 2002 JK47 | 2.0 | 6.0 | asteroid |
| (73289) 2002 JW64 | 2.0 | 6.0 | asteroid |
| (73291) 2002 JG65 | 2.0 | 6.0 | asteroid |
| (73335) 2002 JN110 | 2.0 | 6.0 | asteroid |
| (73344) 2002 JT119 | 2.0 | 6.0 | asteroid |
| (73455) 2002 NT36 | 2.0 | 6.0 | asteroid |
| (73550) 2003 PG9 | 2.0 | 6.0 | asteroid |
| (73881) 1997 CD22 | 2.0 | 6.0 | asteroid |
| (73924) 1997 MN3 | 2.0 | 6.0 | asteroid |
| (74054) 1998 JT4 | 2.0 | 6.0 | asteroid |
| (74411) 1999 AE5 | 2.0 | 6.0 | asteroid |
| (76834) 2000 SA244 | 1.0 | 5.0 | asteroid |
| (7951) 1992 WC2 | 2.0 | 6.0 | asteroid |
| (82293) 2001 KJ38 | 2.0 | 6.0 | asteroid |
| (82321) 2001 KE69 | 2.0 | 6.0 | asteroid |
| (82945) 2001 QN117 | 2.0 | 6.0 | asteroid |
| (9343) 1991 PO11 | 2.0 | 6.0 | asteroid |
| (9575) 1989 BW1 | 2.0 | 6.0 | asteroid |
| ...With the Spirit of a Traffic Jam... | 1.0 | 4.0 | album |
| 07 | 1.0 | 4.0 | album |
| 1090 | 4.0 | 8.0 | even number |
| 1090 | 4.0 | 8.0 | natural number |
| 1090 | 4.0 | 8.0 | year |
| 10970 de Zeeuw | 2.0 | 8.0 | asteroid |
| 10th Anniversary Album | 2.0 | 5.0 | album |
| 11 bit studios | 3.0 | 3.0 | video game developer |
| 11055 Honduras | 2.0 | 6.0 | asteroid |
| 11087 Yamasakimakoto | 2.0 | 7.0 | asteroid |
| 1110 Jaroslawa | 2.0 | 6.0 | asteroid |
| 11152 Oomine | 2.0 | 6.0 | asteroid |
| 11365 NASA | 1.0 | 5.0 | asteroid |
| 11581 Philipdejager | 2.0 | 6.0 | asteroid |
| 1159 | 4.0 | 9.0 | odd number |
| 1159 | 4.0 | 9.0 | natural number |
| 1159 | 4.0 | 9.0 | year |
| 1159 | 4.0 | 9.0 | centered octahedral number |
| 11773 Schouten | 2.0 | 9.0 | asteroid |
| 11th Golden Globe Awards | 2.0 | 3.0 | Q19311591 |
| 12161 Avienius | 2.0 | 9.0 | asteroid |
| 13226 Soulié | 2.0 | 7.0 | asteroid |
| 1328 SH | 1.0 | 1.0 | year |
| 1436 | 4.0 | 8.0 | even number |
| 1436 | 4.0 | 8.0 | natural number |
| 1436 | 4.0 | 8.0 | year |
| 14424 Laval | 2.0 | 7.0 | asteroid |
| 14499 Satotoshio | 2.0 | 7.0 | asteroid |
| 1512 | 4.0 | 8.0 | even number |
| 1512 | 4.0 | 8.0 | natural number |
| 1512 | 4.0 | 8.0 | year |
| 15506 Preygel | 2.0 | 6.0 | asteroid |
| 1572 | 5.0 | 8.0 | even number |
| 1572 | 5.0 | 8.0 | natural number |
| 1572 | 5.0 | 8.0 | year |
| 15th Canadian Parliament | 2.0 | 3.0 | term of the Canadian federal parliament |
| 16077 Arayhamilton | 2.0 | 6.0 | asteroid |
| 16090 Lukaszewski | 2.0 | 6.0 | asteroid |
| 1820 Lohmann | 2.0 | 6.0 | asteroid |
| 18294 Rudenko | 2.0 | 6.0 | asteroid |
| 1865 Cerberus | 2.0 | 7.0 | asteroid |
| 18699 Quigley | 1.0 | 5.0 | asteroid |
| 1892 Wimbledon Championships – gentlemen's singles | 2.0 | 4.0 | men's singles |
| 1897 in film | 2.0 | 4.0 | events in a specific year or time period |
| 1897 in film | 2.0 | 4.0 | Wikimedia list article |
| 1898 Paris–Roubaix | 2.0 | 3.0 | Paris–Roubaix |
| 19 Fortuna | 2.0 | 8.0 | asteroid |
| 1910 Finnish football championship | 2.0 | 5.0 | sports season of a sports club |
| 1922 U.S. National Championships | 2.0 | 3.0 | US Open |
| 1929 Wimbledon Championships – men's singles | 2.0 | 4.0 | men's singles |
| 1930 Bulgarian State Football Championship | 2.0 | 4.0 | First Professional Football League |
| 1932 NFL season | 2.0 | 4.0 | sports season of a sports club |
| 1936 Tour de France | 3.0 | 4.0 | Tour de France |
| 1941 Úrvalsdeild | 2.0 | 6.0 | Besta deild karla |
| 1941 Úrvalsdeild | 2.0 | 6.0 | sports season of a sports club |
| 19425 Nicholasrapp | 2.0 | 6.0 | asteroid |
| 1946 FA Cup Final | 4.0 | 10.0 | FA Cup Final |
| 1947–48 Serie B | 2.0 | 5.0 | sports season of a sports club |
| 1949–50 Austrian football championship | 2.0 | 5.0 | sports season of a sports club |
| 1951–52 Belgian First Division | 2.0 | 4.0 | sports season of a sports club |
| 1956–57 Eredivisie | 1.0 | 5.0 | sports season of a sports club |
| 1956–57 Eredivisie | 1.0 | 5.0 | Eredivisie |
| 1959–60 A PFG | 2.0 | 4.0 | First Professional Football League |
| 1965 Southeast Asian Peninsular Games | 2.0 | 3.0 | Southeast Asian Games |
| 1968–69 Czechoslovak First League | 2.0 | 4.0 | Czechoslovak First League |
| 1970s | 14.0 | 5.0 | decade |
| 1971–72 European Cup Winners' Cup | 2.0 | 3.0 | null |
| 1972 US Open | 6.0 | 4.0 | US Open |
| 1980 Fischer-Grand Prix | 2.0 | 3.0 | Erste Bank Open |
| 1984 Argentine Primera División | 2.0 | 4.0 | Argentine Primera División |
| 1984 U.S. Pro Indoor | 2.0 | 3.0 | U.S. Pro Indoor |
| 1987 IAAF World Indoor Championships | 6.0 | 4.0 | IAAF World Indoor Championships in Athletics |
| 1987–88 Japan Soccer League | 2.0 | 3.0 | null |
| 1992–93 Danish Superliga | 2.0 | 6.0 | sports season of a sports club |
| 1992–93 Danish Superliga | 2.0 | 6.0 | Danish Superliga |
| 1992–93 Scottish Premier Division | 2.0 | 3.0 | null |
| 1993 IAAF World Cross Country Championships | 2.0 | 4.0 | World Athletics Cross Country Championships |
| 1993 IAAF World Half Marathon Championships | 1.0 | 3.0 | World Athletics Half Marathon Championships |
| 1993 RCA Championships | 2.0 | 4.0 | Atlanta Open |
| 1994 Formula One World Championship | 2.0 | 4.0 | sports season of a sports club |
| 2000 FIFA Club World Championship | 1.0 | 2.0 | null |
| 2000 US Open – women's doubles | 3.0 | 5.0 | women's doubles |
| 2002 World Allround Speed Skating Championships | 3.0 | 11.0 | World Allround Speed Skating Championships |
| 2004 Hopman Cup | 2.0 | 6.0 | Hopman Cup |
| 2004 Torneo di Viareggio | 2.0 | 3.0 | null |
| 2007 China Open | 1.0 | 2.0 | China Open |
| 2007 Vuelta a España | 2.0 | 4.0 | Vuelta a España |
| 2008 DFS Classic | 2.0 | 6.0 | Birmingham Classic |
| 2010 PTT Pattaya Open | 2.0 | 5.0 | PTT Pattaya Open |
| 2010–11 Primera Divisió | 2.0 | 3.0 | null |
| 2010–11 Slovenian PrvaLiga | 2.0 | 4.0 | Slovenian PrvaLiga |
| 2012–13 Russian Premier League | 2.0 | 4.0 | Russian Premier League |
| 2013 BB&T Atlanta Open | 1.0 | 3.0 | Atlanta Open |
| 2013 Internazionali BNL d'Italia | 4.0 | 5.0 | Italian Open |
| 2014 Australian Open – men's singles | 1.0 | 3.0 | men's singles |
| 2014 European Men's Handball Championship | 1.0 | 21.0 | European Men's Handball Championship |
| 20536 Tracicarter | 2.0 | 6.0 | asteroid |
| 2069 | 4.0 | 8.0 | odd number |
| 2069 | 4.0 | 8.0 | natural number |
| 2069 | 4.0 | 8.0 | prime number |
| 2069 | 4.0 | 8.0 | year |
| 2088 | 4.0 | 7.0 | even number |
| 2088 | 4.0 | 7.0 | natural number |
| 2088 | 4.0 | 7.0 | year |
| 21.00: Eros Live World Tour 2009/2010 | 2.0 | 3.0 | live album |
| 210432 Dietmarhopp | 1.0 | 5.0 | asteroid |
| 2136 | 4.0 | 7.0 | even number |
| 2136 | 4.0 | 7.0 | natural number |
| 2136 | 4.0 | 7.0 | year |
| 2162 | 2.0 | 5.0 | even number |
| 2162 | 2.0 | 5.0 | natural number |
| 2162 | 2.0 | 5.0 | pronic number |
| 21856 Heathermaria | 2.0 | 6.0 | asteroid |
| 2294 | 2.0 | 4.0 | even number |
| 2294 | 2.0 | 4.0 | natural number |
| 23011 Petach | 2.0 | 6.0 | asteroid |
| 23133 Rishinbehl | 2.0 | 6.0 | asteroid |
| 23213 Ameliachang | 2.0 | 6.0 | asteroid |
| 23769 Russellbabb | 2.0 | 6.0 | asteroid |
| 23773 Sarugaku | 2.0 | 6.0 | asteroid |
| 24249 Bobbiolson | 2.0 | 5.0 | asteroid |
| 24318 Vivianlee | 2.0 | 6.0 | asteroid |
| 25417 Coquillette | 2.0 | 6.0 | asteroid |
| 2545 Verbiest | 2.0 | 6.0 | asteroid |
| 25620 Jayaprakash | 2.0 | 6.0 | asteroid |
| 25925 Jamesfenska | 2.0 | 6.0 | asteroid |
| 25931 Peterhu | 2.0 | 6.0 | asteroid |
| 26283 Oswalt | 2.0 | 6.0 | asteroid |
| 2640 Hällström | 2.0 | 7.0 | asteroid |
| 27277 Pattybrown | 2.0 | 6.0 | asteroid |
| 2823 van der Laan | 2.0 | 9.0 | asteroid |
| 28644 Michaelzhang | 2.0 | 6.0 | asteroid |
| 28800 Speth | 2.0 | 6.0 | asteroid |
| 28823 Archibald | 2.0 | 6.0 | asteroid |
| 2904 | 2.0 | 4.0 | even number |
| 2904 | 2.0 | 4.0 | natural number |
| 29132 Bradpitt | 2.0 | 6.0 | asteroid |
| 29438 Zhengjia | 2.0 | 6.0 | asteroid |
| 296 | 4.0 | 8.0 | even number |
| 296 | 4.0 | 8.0 | natural number |
| 296 | 4.0 | 8.0 | year |
| 29880 Andytran | 2.0 | 6.0 | asteroid |
| 30211 Sheilah | 2.0 | 6.0 | asteroid |
| 30241 Donnamower | 2.0 | 6.0 | asteroid |
| 30441 Curly | 2.0 | 7.0 | asteroid |
| 31491 Demessie | 2.0 | 6.0 | asteroid |
| 31823 Viète | 2.0 | 7.0 | asteroid |
| 3210 | 2.0 | 4.0 | even number |
| 3210 | 2.0 | 4.0 | natural number |
| 32428 Peterlangley | 2.0 | 6.0 | asteroid |
| 32807 Quarenghi | 2.0 | 7.0 | asteroid |
| 3338 Richter | 2.0 | 7.0 | asteroid |
| 3370 Kohsai | 2.0 | 7.0 | asteroid |
| 3414 | 2.0 | 4.0 | even number |
| 3414 | 2.0 | 4.0 | natural number |
| 34220 Pelagiamajoni | 2.0 | 6.0 | asteroid |
| 34258 Pentland | 2.0 | 6.0 | asteroid |
| 34273 Franklynwang | 2.0 | 6.0 | asteroid |
| 34696 Risoldi | 2.0 | 7.0 | asteroid |
| 34846 Vincent | 2.0 | 6.0 | asteroid |
| 35403 Latimer | 2.0 | 6.0 | asteroid |
| 3589 Loyola | 2.0 | 6.0 | asteroid |
| 3606 | 2.0 | 4.0 | even number |
| 3606 | 2.0 | 4.0 | natural number |
| 3792 Preston | 2.0 | 7.0 | asteroid |
| 38 Leda | 2.0 | 7.0 | asteroid |
| 3846 Hazel | 2.0 | 6.0 | asteroid |
| 3862 Agekian | 2.0 | 6.0 | asteroid |
| 3959 | 2.0 | 4.0 | odd number |
| 3959 | 2.0 | 4.0 | natural number |
| 3rd Rock from the Sun, season 2 | 2.0 | 5.0 | television series season |
| 3rd: Love Escalation! | 2.0 | 5.0 | album |
| 4032 | 2.0 | 5.0 | even number |
| 4032 | 2.0 | 5.0 | natural number |
| 4032 | 2.0 | 5.0 | pronic number |
| 40mm grenade | 8.0 | 1.0 | Cartridge |
| 4108 Rakos | 2.0 | 8.0 | asteroid |
| 4218 AM | 2.0 | 3.0 | year |
| 431 Nephele | 2.0 | 7.0 | asteroid |
| 4419 Allancook | 2.0 | 6.0 | asteroid |
| 4494 Marimo | 2.0 | 6.0 | asteroid |
| 4578 Kurashiki | 2.0 | 7.0 | asteroid |
| 467 | 4.0 | 9.0 | odd number |
| 467 | 4.0 | 9.0 | natural number |
| 467 | 4.0 | 9.0 | prime number |
| 467 | 4.0 | 9.0 | year |
| 4686 Maisica | 2.0 | 6.0 | asteroid |
| 475 Ocllo | 2.0 | 6.0 | asteroid |
| 4821 | 2.0 | 4.0 | odd number |
| 4821 | 2.0 | 4.0 | natural number |
| 4937 | 2.0 | 5.0 | odd number |
| 4937 | 2.0 | 5.0 | natural number |
| 4937 | 2.0 | 5.0 | prime number |
| 5009 Sethos | 2.0 | 9.0 | asteroid |
| 5058 AM | 1.0 | 2.0 | year |
| 5198 AM | 1.0 | 2.0 | year |
| 5325 | 2.0 | 4.0 | odd number |
| 5325 | 2.0 | 4.0 | natural number |
| 5483 AM | 2.0 | 3.0 | year |
| 5497 Sararussell | 2.0 | 6.0 | asteroid |
| 54th Berlin International Film Festival | 3.0 | 3.0 | Berlin International Film Festival |
| 5645 | 2.0 | 4.0 | odd number |
| 5645 | 2.0 | 4.0 | natural number |
| 5671 Chanal | 2.0 | 5.0 | asteroid |
| 5705 AM | 2.0 | 3.0 | year |
| 5736 Sanford | 2.0 | 6.0 | asteroid |
| 5925 | 2.0 | 4.0 | odd number |
| 5925 | 2.0 | 4.0 | natural number |
| 6056 Donatello | 2.0 | 9.0 | asteroid |
| 6164 Gerhardmüller | 2.0 | 6.0 | asteroid |
| 618 Elfriede | 2.0 | 6.0 | asteroid |
| 6194 | 2.0 | 4.0 | even number |
| 6194 | 2.0 | 4.0 | natural number |
| 6207 Bourvil | 2.0 | 7.0 | asteroid |
| 6240 | 2.0 | 4.0 | even number |
| 6240 | 2.0 | 4.0 | natural number |
| 6613 | 2.0 | 5.0 | odd number |
| 6613 | 2.0 | 5.0 | centered square number |
| 6613 | 2.0 | 5.0 | natural number |
| 6731 | 2.0 | 4.0 | odd number |
| 6731 | 2.0 | 4.0 | natural number |
| 675 | 4.0 | 8.0 | odd number |
| 675 | 4.0 | 8.0 | natural number |
| 675 | 4.0 | 8.0 | year |
| 691 | 4.0 | 9.0 | odd number |
| 691 | 4.0 | 9.0 | natural number |
| 691 | 4.0 | 9.0 | prime number |
| 691 | 4.0 | 9.0 | year |
| 7252 | 2.0 | 4.0 | even number |
| 7252 | 2.0 | 4.0 | natural number |
| 7273 | 2.0 | 4.0 | odd number |
| 7273 | 2.0 | 4.0 | natural number |
| 7620 Willaert | 2.0 | 9.0 | asteroid |
| 7711 | 2.0 | 4.0 | odd number |
| 7711 | 2.0 | 4.0 | natural number |
| 7762 | 2.0 | 4.0 | even number |
| 7762 | 2.0 | 4.0 | natural number |
| 7796 Járacimrman | 2.0 | 7.0 | asteroid |
| 78125 Salimbeni | 1.0 | 4.0 | asteroid |
| 7901 Konnai | 2.0 | 6.0 | asteroid |
| 7960 Condorcet | 2.0 | 7.0 | asteroid |
| 8284 Cranach | 2.0 | 7.0 | asteroid |
| 829 | 4.0 | 10.0 | odd number |
| 829 | 4.0 | 10.0 | natural number |
| 829 | 4.0 | 10.0 | prime number |
| 829 | 4.0 | 10.0 | year |
| 829 | 4.0 | 10.0 | centered triangular number |
| 8304 | 2.0 | 4.0 | even number |
| 8304 | 2.0 | 4.0 | natural number |
| 8433 | 2.0 | 4.0 | odd number |
| 8433 | 2.0 | 4.0 | natural number |
| 8579 Hieizan | 2.0 | 7.0 | asteroid |
| 8599 Riparia | 2.0 | 9.0 | asteroid |
| 8930 Kubota | 2.0 | 6.0 | asteroid |
| 8999 Tashadunn | 2.0 | 6.0 | asteroid |
| 9009 | 2.0 | 5.0 | odd number |
| 9009 | 2.0 | 5.0 | natural number |
| 9009 | 2.0 | 5.0 | centered cube number |
| 9030 | 2.0 | 4.0 | even number |
| 9030 | 2.0 | 4.0 | natural number |
| 9147 Kourakuen | 2.0 | 7.0 | asteroid |
| 9225 Daiki | 2.0 | 6.0 | asteroid |
| 924 Toni | 2.0 | 6.0 | asteroid |
| 9346 Fernandel | 2.0 | 7.0 | asteroid |
| 9583 | 2.0 | 4.0 | odd number |
| 9583 | 2.0 | 4.0 | natural number |
| 9586 | 2.0 | 4.0 | even number |
| 9586 | 2.0 | 4.0 | natural number |
| 9945 Karinaxavier | 2.0 | 6.0 | asteroid |
| 9993 | 2.0 | 4.0 | odd number |
| 9993 | 2.0 | 4.0 | natural number |
| A Country Lad | 1.0 | 20.0 | painting |
| A Drink Before the War | 1.0 | 7.0 | Book |
| A Looking in View | 1.0 | 4.0 | single |
| A New Day Yesterday | 1.0 | 5.0 | album |
| A Night on the Town | 4.0 | 10.0 | album |
| A Night on the Town | 4.0 | 10.0 | album |
| A Nod Is As Good As a Wink... to a Blind Horse | 2.0 | 5.0 | album |
| A Violinist and a Flutist Playing Music together (The Musicians) | 1.0 | 7.0 | painting |
| A Winter Haunting | 1.0 | 7.0 | Book |
| A Winter Romance | 2.0 | 3.0 | album |
| A Young Person's Guide to King Crimson | 2.0 | 7.0 | compilation album |
| A man dancing with a dog | 1.0 | 7.0 | painting |
| A. D. German Warehouse | 1.0 | 5.0 | warehouse |
| A. D. German Warehouse | 1.0 | 5.0 | Mayan Revival architecture |
| A.O. Segerberg | 9.0 | 5.0 | human |
| ABCC6 | 2.0 | 5.0 | null |
| AVN Hall of Fame | 280.0 | 4.0 | Wikimedia list article |
| AVN Hall of Fame | 280.0 | 4.0 | hall of fame |
| Abaurregaina/Abaurrea Alta | 3.0 | 7.0 | municipality of Spain |
| Abbaye de Buzay | 2.0 | 3.0 | abbey |
| Abby Elliott | 2.0 | 6.0 | human |
| Abner | 46.0 | 7.0 | Q14943515 |
| Abner | 46.0 | 7.0 | male given name |
| Abo-shinnō | 4.0 | 6.0 | human |
| Abram Room | 3.0 | 12.0 | human |
| Abram van Rijckevorsel | 1.0 | 6.0 | human |
| Ace Attorney | 9.0 | 19.0 | video game series |
| Ace Attorney | 9.0 | 19.0 | film |
| Ache Records | 2.0 | 2.0 | record label |
| Adam Williams | 13.0 | 23.0 | human |
| Adam Williams | 13.0 | 23.0 | human |
| Adam Williams | 13.0 | 23.0 | human |
| Adele Astaire | 5.0 | 15.0 | human |
| Adolf Svoboda | 1.0 | 10.0 | human |
| Adolf von Blome | 1.0 | 8.0 | human |
| Adrian Carmack | 1.0 | 6.0 | human |
| Adriean Videanu | 1.0 | 7.0 | human |
| Adèle Reinhardt | 4.0 | 4.0 | human |
| Adélard Godbout | 1.0 | 11.0 | human |
| Afraid of Sunlight | 1.0 | 6.0 | album |
| African Cookbook | 1.0 | 4.0 | album |
| Afshan Azad | 2.0 | 8.0 | human |
| Agatha Christie's Poirot, season 12 | 2.0 | 5.0 | television series season |
| Agawam | 1.0 | 3.0 | city |
| Agda Helin | 2.0 | 4.0 | human |
| Agnes of Baden | 1.0 | 6.0 | human |
| Agnes of Kuenring | 2.0 | 5.0 | human |
| Agnieszka Sitek | 1.0 | 5.0 | human |
| Aimo | 32.0 | 1.0 | male given name |
| Ain't Nothin' Like Me | 2.0 | 5.0 | album |
| Ainaro Municipality | 7.0 | 8.0 | municipality of East Timor |
| Ainult unustamiseks | 1.0 | 3.0 | album |
| Airbus A319 | 3.0 | 5.0 | airplane |
| Aitkin | 1.0 | 5.0 | city |
| Aitkin | 1.0 | 5.0 | county seat |
| Akademie-Verlag | 1.0 | 3.0 | organization |
| Akademie-Verlag | 1.0 | 3.0 | publisher |
| Akhil Reed Amar | 1.0 | 7.0 | human |
| Akimi Yoshida | 4.0 | 9.0 | human |
| Akinobu Uraka | 1.0 | 7.0 | human |
| Akinori Iwamura | 1.0 | 7.0 | human |
| Al Jahra SC | 4.0 | 4.0 | association football club |
| Al Santos | 3.0 | 17.0 | human |
| Al Santos | 3.0 | 17.0 | human |
| Al-Khayzuran | 3.0 | 5.0 | human |
| Aladrén | 3.0 | 7.0 | municipality of Spain |
| Alan Garner | 5.0 | 25.0 | human |
| Alan Garner | 5.0 | 25.0 | human |
| Alan Garner | 5.0 | 25.0 | human |
| Alan Mills | 1.0 | 19.0 | human |
| Alan Mills | 1.0 | 19.0 | human |
| Alan Mills | 1.0 | 19.0 | human |
| Alan Morinis | 1.0 | 6.0 | human |
| Alaungpaya | 6.0 | 13.0 | human |
| Albert Cossery | 2.0 | 10.0 | human |
| Albert Duquesne | 2.0 | 3.0 | human |
| Albert Fennell | 7.0 | 3.0 | human |
| Albert Lindhagen | 6.0 | 16.0 | human |
| Albert Rueprecht | 16.0 | 7.0 | human |
| Albertine disparue | 3.0 | 8.0 | Book |
| Alcyonidiidae | 1.0 | 3.0 | monotypic taxon |
| Alejandro Goic | 3.0 | 12.0 | human |
| Alejandro Goic | 3.0 | 12.0 | human |
| Alejandro Matas Britos | 1.0 | 5.0 | human |
| Alejandro Portero Igual | 1.0 | 6.0 | human |
| Aleksandr Boyarsky | 1.0 | 8.0 | human |
| Alena Procházková | 1.0 | 9.0 | human |
| Ales | 63.0 | 15.0 | given name |
| Ales | 63.0 | 15.0 | comune of Italy |
| Alexander Fehling | 6.0 | 6.0 | human |
| Alexander Moissi | 2.0 | 11.0 | human |
| Alexandra Powers | 6.0 | 6.0 | human |
| Alexandre Bertrand | 4.0 | 14.0 | human |
| Alexandre Falguière's grave | 1.0 | 6.0 | grave |
| Alexandre Falguière's grave | 1.0 | 6.0 | sculpture |
| Alexandre-François Desportes | 1.0 | 8.0 | human |
| Alfons X | 2.0 | 6.0 | Metro station |
| Alfonso Cassini | 33.0 | 7.0 | human |
| Alfonso II d'Este | 2.0 | 8.0 | human |
| Alfonso XI of Castile | 12.0 | 20.0 | human |
| Alfred Horatio Belo | 1.0 | 6.0 | human |
| Alfred Meyer | 1.0 | 29.0 | human |
| Alfred Meyer | 1.0 | 29.0 | human |
| Alfred Meyer | 1.0 | 29.0 | human |
| Alfred Zeisler | 14.0 | 9.0 | human |
| Alfred, Hereditary Prince of Saxe-Coburg and Gotha | 4.0 | 11.0 | human |
| Alice Pike Barney | 3.0 | 9.0 | human |
| Alice and Bob | 2.0 | 7.0 | comic strip |
| All Ceylon Tamil Congress | 3.0 | 3.0 | political party |
| All of Me (Boy Oh Boy) | 1.0 | 4.0 | single |
| All of Me (Boy Oh Boy) | 1.0 | 4.0 | song |
| Allaire | 9.0 | 10.0 | commune of France |
| Allan Kardec's tomb | 1.0 | 9.0 | grave |
| Alligny-en-Morvan | 2.0 | 4.0 | commune of France |
| Allis-Chalmers | 1.0 | 3.0 | company |
| Allison Anders | 9.0 | 9.0 | human |
| Almbach | 1.0 | 4.0 | river |
| Alpirsbach | 12.0 | 5.0 | city |
| Alpirsbach | 12.0 | 5.0 | municipality of Germany |
| Alseno | 14.0 | 12.0 | comune of Italy |
| Altavilla Irpina | 14.0 | 13.0 | comune of Italy |
| Altenkirchen | 27.0 | 14.0 | municipality of Germany |
| Altenkirchen | 27.0 | 14.0 | municipality of Germany |
| Altenkirchen | 27.0 | 14.0 | municipality of Germany |
| Altenkirchen | 27.0 | 14.0 | district of Germany |
| Altenkirchen | 27.0 | 14.0 | Verbandsgemeinde |
| Amable | 3.0 | 8.0 | human |
| Amable | 3.0 | 8.0 | male given name |
| Amanda Walsh | 8.0 | 6.0 | human |
| Amanojaku | 1.0 | 5.0 | single |
| Amaryllis | 5.0 | 20.0 | taxon |
| Amaryllis | 5.0 | 20.0 | taxon |
| Amaryllis | 5.0 | 20.0 | single |
| Amaryllis | 5.0 | 20.0 | album |
| Amaryllis | 5.0 | 20.0 | album |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | single |
| Amazing | 14.0 | 45.0 | album |
| Amazing | 14.0 | 45.0 | album |
| Amazon basin | 2.0 | 12.0 | drainage basin |
| Ameinias of Athens | 4.0 | 7.0 | human |
| American Idol, season 4 | 2.0 | 4.0 | television series season |
| Amiens railway station | 4.0 | 13.0 | railway station |
| Ammergau Alps | 1.0 | 3.0 | mountain range |
| Amongst Women | 1.0 | 4.0 | Book |
| Amor y rock and roll | 2.0 | 5.0 | album |
| Ampleforth College | 123.0 | 1.0 | school |
| Amstenrade Castle: brick wall southwest of the gate to the vegetable garden | 1.0 | 6.0 | wall |
| Amulet | 3.0 | 9.0 | single |
| Amulet | 3.0 | 9.0 | musical group |
| Anastasia of Serbia | 4.0 | 9.0 | human |
| Andrea Ahmann | 1.0 | 7.0 | human |
| Andrea Costantini | 4.0 | 7.0 | human |
| Andrew Dasburg | 1.0 | 10.0 | human |
| Andrew Divoff | 24.0 | 7.0 | human |
| Andrew Wells | 1.0 | 8.0 | fictional human |
| Andriy Bandera | 4.0 | 9.0 | human |
| Andronikos II of Trebizond | 4.0 | 7.0 | human |
| András Fricsay | 3.0 | 6.0 | human |
| André Forcier | 8.0 | 8.0 | human |
| André Hazes | 4.0 | 11.0 | human |
| André-Paul Antoine | 8.0 | 11.0 | human |
| Andrés Cuevas González | 1.0 | 4.0 | human |
| Angels & Stars | 3.0 | 8.0 | single |
| Angels' Story | 1.0 | 4.0 | single |
| Anima Rossa | 2.0 | 6.0 | single |
| Animetal Marathon V | 2.0 | 5.0 | album |
| Anisogammaridae | 8.0 | 3.0 | taxon |
| Anita Gillette | 8.0 | 8.0 | human |
| Anita Laurenzi | 2.0 | 5.0 | human |
| Ann Rinaldi | 7.0 | 5.0 | human |
| Annalena | 6.0 | 1.0 | female given name |
| Annaram | 1.0 | 4.0 | village |
| Anne Goursaud | 3.0 | 7.0 | human |
| Anne of Lorraine, duchess of Aumale | 5.0 | 9.0 | human |
| Annie Degroote | 2.0 | 6.0 | human |
| Annie Dufresne | 3.0 | 6.0 | human |
| Annie Rosar | 31.0 | 8.0 | human |
| Anodyne | 1.0 | 9.0 | album |
| Anodyne | 1.0 | 9.0 | video game |
| Anpyeong station | 1.0 | 4.0 | Metro station |
| Ans Kremer | 6.0 | 5.0 | human |
| Anthonie Verstraelen | 1.0 | 8.0 | human |
| Anthonio | 2.0 | 4.0 | single |
| Anthony Andrews | 14.0 | 9.0 | human |
| Anthony I, Count of Ligny | 4.0 | 8.0 | human |
| Antipater of Tarsus | 3.0 | 6.0 | human |
| Antoine Balpêtré | 40.0 | 9.0 | human |
| Antonin Lovrier | 1.0 | 8.0 | human |
| Antonio Rey González | 1.0 | 6.0 | human |
| Antrenas | 3.0 | 5.0 | commune of France |
| Antwerp | 1992.0 | 61.0 | city |
| Antwerp | 1992.0 | 61.0 | Book |
| Antwerp | 1992.0 | 61.0 | district of Antwerp |
| Antwerp | 1992.0 | 61.0 | human settlement |
| Antwerp | 1992.0 | 61.0 | Belgian municipality with the title of city |
| Antwerp | 1992.0 | 61.0 | big city |
| Antwerp | 1992.0 | 61.0 | municipality section |
| Antwerp | 1992.0 | 61.0 | port settlement |
| António Lobo Antunes | 1.0 | 11.0 | human |
| Anushka Sharma | 8.0 | 9.0 | human |
| Anything but Mine | 2.0 | 6.0 | single |
| Anyue County | 71.0 | 72.0 | county of China |
| Anywhere Is | 2.0 | 6.0 | single |
| Apart | 2.0 | 13.0 | album |
| Apart | 2.0 | 13.0 | film |
| Aphrodite Terra quadrangle | 1.0 | 3.0 | quadrangle |
| Apinae | 18.0 | 3.0 | taxon |
| Apodi | 2.0 | 3.0 | municipality of Brazil |
| Apphia Yu | 1.0 | 4.0 | human |
| April Grace | 12.0 | 6.0 | human |
| Arabella Figg | 1.0 | 5.0 | squib |
| Araglas | 2.0 | 6.0 | men in Tolkien's legendarium |
| Aragonese Party | 2.0 | 5.0 | political party in Spain |
| Arales | 2.0 | 3.0 | taxon |
| Araruama | 5.0 | 3.0 | municipality of Brazil |
| Arava | 1.0 | 5.0 | aircraft family |
| Arbourse | 1.0 | 4.0 | commune of France |
| Archettes | 2.0 | 4.0 | commune of France |
| Archibald Primrose, 5th Earl of Rosebery | 2.0 | 13.0 | human |
| Are Hilstad | 1.0 | 5.0 | human |
| Argente | 1.0 | 5.0 | municipality of Spain |
| Argenton | 2.0 | 3.0 | commune of France |
| Aristobulus of Chalcis | 2.0 | 4.0 | human |
| Arizona Combat Sports | 6.0 | 1.0 | sports team |
| Arkhangelsk Governorate | 7.0 | 4.0 | governorate |
| Arlersteeg | 1.0 | 4.0 | street |
| Arlington, Vermont | 4.0 | 3.0 | New England town |
| Arne Mattsson | 10.0 | 8.0 | human |
| Arnes | 6.0 | 9.0 | municipality of Spain |
| Arnold Pinnock | 5.0 | 6.0 | human |
| Arres | 5.0 | 8.0 | municipality of Spain |
| Art Zoyd | 4.0 | 1.0 | musical group |
| Artaxerxes I of Persia | 4.0 | 7.0 | human |
| Artur Olech | 1.0 | 11.0 | human |
| Arturo de Córdova | 19.0 | 8.0 | human |
| Arzacq-Arraziguet | 3.0 | 4.0 | commune of France |
| As Neves | 1.0 | 4.0 | municipality of Spain |
| Asakusa | 20.0 | 3.0 | neighbourhood |
| Asian Dreamer | 2.0 | 5.0 | album |
| Asiya bint Muzahim | 1.0 | 4.0 | human |
| Assigny | 5.0 | 8.0 | commune of France |
| Assis Brasil | 1.0 | 4.0 | human settlement |
| Assis Brasil | 1.0 | 4.0 | municipality of Brazil |
| Associated Artists Productions | 2.0 | 2.0 | company |
| Associação Desportiva Bahia de Feira | 2.0 | 4.0 | association football club |
| Astronaute | 3.0 | 6.0 | song |
| Atiqah Hasiholan | 3.0 | 5.0 | human |
| Auburn High School | 5.0 | 3.0 | high school |
| Auchy-la-Montagne | 1.0 | 4.0 | commune of France |
| Audiophiles | 2.0 | 9.0 | comic strip |
| Audouin Dollfus | 1.0 | 7.0 | human |
| Audun-le-Roman | 8.0 | 13.0 | commune of France |
| Audun-le-Roman | 8.0 | 13.0 | railway station |
| Augustus the Younger, Duke of Brunswick-Lüneburg | 8.0 | 20.0 | human |
| Austin M. Purves, Jr. | 2.0 | 6.0 | human |
| Autonomous University of Santo Domingo | 25.0 | 1.0 | university |
| Aventignan | 2.0 | 5.0 | commune of France |
| Avex Group | 205.0 | 6.0 | company |
| Avex Group | 205.0 | 6.0 | record label |
| Aviron Bayonnais FC | 6.0 | 3.0 | association football club |
| Avondance | 2.0 | 4.0 | commune of France |
| Awala-Yalimapo | 2.0 | 4.0 | commune of France |
| Awala-Yalimapo | 2.0 | 4.0 | human settlement |
| Axintele | 3.0 | 9.0 | municipality seat |
| Axintele | 3.0 | 9.0 | village |
| Axintele | 3.0 | 9.0 | commune of Romania |
| Ayacucho Department, San Luis | 1.0 | 3.0 | department of Argentina |
| Azalea | 2.0 | 3.0 | taxon |
| Azzo | 8.0 | 1.0 | male given name |
| Azé | 2.0 | 4.0 | commune of France |
| BGM | 3.0 | 10.0 | single |
| BGM | 3.0 | 10.0 | album |
| Baba Saad | 2.0 | 6.0 | human |
| Babasónica Electrónica | 2.0 | 3.0 | remix album |
| Baby by Me | 2.0 | 9.0 | single |
| Babylon Squared | 2.0 | 6.0 | episode |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Bacchus and Ariadne | 4.0 | 103.0 | painting |
| Back for More | 3.0 | 9.0 | album |
| Back for More | 3.0 | 9.0 | album |
| Bad Feilnbach | 8.0 | 3.0 | municipality of Germany |
| Bahawalnagar District | 1.0 | 2.0 | district of Pakistan |
| Baikonur Cosmodrome | 8.0 | 2.0 | spaceport |
| Bairo | 7.0 | 8.0 | comune of Italy |
| Bakit Baligtad Magbasa ng Libro ang mga Pilipino? | 2.0 | 7.0 | Book |
| Balige | 1.0 | 3.0 | kecamatan |
| Ballesteros | 1.0 | 4.0 | municipality of the Philippines |
| Bang Nai Si | 1.0 | 3.0 | tambon |
| Bangalore | 286.0 | 12.0 | million city |
| Bangalore | 286.0 | 12.0 | capital city |
| Banksy | 3.0 | 13.0 | human |
| Banlung | 1.0 | 4.0 | human settlement |
| Banquet | 4.0 | 10.0 | single |
| Banquet | 4.0 | 10.0 | album |
| Banquet of Squad D of the Crossbow Civic Guards, „The Braspenning Banquet“ | 1.0 | 4.0 | painting |
| Bantega | 2.0 | 4.0 | cadastral populated place in the Netherlands |
| Bantega | 2.0 | 4.0 | human settlement |
| Bar-le-Duc | 77.0 | 9.0 | commune of France |
| Barbara Adolph | 8.0 | 6.0 | human |
| Barbara London | 1.0 | 14.0 | human |
| Barbara London | 1.0 | 14.0 | human |
| Barges | 2.0 | 8.0 | commune of France |
| Barges | 2.0 | 8.0 | commune of France |
| Barjac | 19.0 | 24.0 | commune of France |
| Barjac | 19.0 | 24.0 | commune of France |
| Barjac | 19.0 | 24.0 | commune of France |
| Barnt Green | 3.0 | 4.0 | civil parish |
| Barnt Green | 3.0 | 4.0 | village |
| Bartolini Salimbeni Annunciation | 1.0 | 10.0 | painting |
| Basiliscus | 1.0 | 7.0 | taxon |
| Basiliscus | 1.0 | 7.0 | human |
| Bastiaan | 21.0 | 1.0 | male given name |
| Batmobile | 1.0 | 3.0 | musical group |
| Battle of Austerlitz | 13.0 | 3.0 | battle |
| Battle of Five Armies | 8.0 | 11.0 | fictional battle |
| Battle of Singapore | 6.0 | 1.0 | battle |
| Bay of Islands | 3.0 | 4.0 | coast |
| Baños de Tajo | 4.0 | 8.0 | municipality of Spain |
| Be Ready Boys: Appalachia to Abilene | 2.0 | 5.0 | album |
| Beata Schimscheiner | 1.0 | 5.0 | human |
| Beatriz Michelena | 2.0 | 9.0 | human |
| Beaumont-de-Lomagne | 7.0 | 5.0 | commune of France |
| Beechcraft Musketeer | 2.0 | 3.0 | aircraft family |
| Beer for My Horses | 2.0 | 20.0 | single |
| Beer for My Horses | 2.0 | 20.0 | film |
| Before I Go to Sleep | 1.0 | 23.0 | Book |
| Before I Go to Sleep | 1.0 | 23.0 | film |
| Beijing Sport University F.C. | 8.0 | 3.0 | association football club |
| Belarusian Orthodox Church | 2.0 | 7.0 | null |
| Belle Plaine | 7.0 | 9.0 | city |
| Belle Plaine | 7.0 | 9.0 | city |
| Belle Plaine | 7.0 | 9.0 | civil town of Wisconsin |
| Belleisle-class ironclad | 2.0 | 5.0 | ship class |
| Belmontet | 1.0 | 4.0 | commune of France |
| Belvoir Castle | 6.0 | 4.0 | historic house museum |
| Belvoir Castle | 6.0 | 4.0 | castle |
| Benagéber | 3.0 | 6.0 | municipality of Spain |
| Benas | 2.0 | 1.0 | given name |
| Benedikt Gollhardt | 1.0 | 5.0 | human |
| Benedito Leite | 1.0 | 3.0 | municipality of Brazil |
| Benigembla | 6.0 | 9.0 | municipality of Spain |
| Benito Sagredo | 1.0 | 4.0 | human |
| Benny Beimer | 5.0 | 15.0 | fictional character |
| Benson Records | 14.0 | 1.0 | record label |
| Benxi | 11.0 | 11.0 | prefecture-level city |
| Benxi | 11.0 | 11.0 | large city |
| Beorn (DNB00) | 1.0 | 4.0 | biography |
| Beppe Cardile | 1.0 | 7.0 | human |
| Berg bei Rohrbach | 3.0 | 4.0 | municipality of Austria |
| Berg bei Rohrbach | 3.0 | 4.0 | rural municipality of Austria |
| Bernadette Paaßen | 2.0 | 5.0 | human |
| Bernard of Świdnica | 11.0 | 13.0 | human |
| Bernd Förster | 1.0 | 15.0 | human |
| Bernward | 16.0 | 1.0 | male given name |
| Bertelsmann | 17.0 | 12.0 | company |
| Bertelsmann | 17.0 | 12.0 | media company |
| Berville | 4.0 | 5.0 | commune of France |
| Bessarabia | 18.0 | 1.0 | null |
| Bethlehem Sparrows Point Shipyard | 3.0 | 2.0 | shipyard |
| Beuvillers | 8.0 | 14.0 | commune of France |
| Beuvillers | 8.0 | 14.0 | commune of France |
| Bever | 14.0 | 20.0 | municipality of Switzerland |
| Bever | 14.0 | 20.0 | river |
| Bever | 14.0 | 20.0 | municipality of Belgium |
| Beverley Callard | 1.0 | 5.0 | human |
| Bhim Singh Rana | 1.0 | 5.0 | human |
| Biebrich, Rhineland Palatinate | 2.0 | 3.0 | municipality of Germany |
| Big Pokey | 1.0 | 4.0 | human |
| Bill Bergson Lives Dangerously | 2.0 | 37.0 | Book |
| Bill Bergson Lives Dangerously | 2.0 | 37.0 | film |
| Bill Bergson Lives Dangerously | 2.0 | 37.0 | film |
| Bill Chott | 3.0 | 4.0 | human |
| Bill Mason | 7.0 | 12.0 | human |
| Bill Mason | 7.0 | 12.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Bill Williams | 22.0 | 46.0 | human |
| Billy Breathes | 1.0 | 4.0 | album |
| Billy Wirth | 7.0 | 6.0 | human |
| Bilthoven railway station | 2.0 | 6.0 | railway station |
| Bingcun | 1.0 | 3.0 | township in China |
| Bingen | 5.0 | 6.0 | municipality of Germany |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Binnenweg | 23.0 | 35.0 | street |
| Birmingham Railway Carriage and Wagon Company | 4.0 | 4.0 | company |
| Bisignano | 19.0 | 15.0 | comune of Italy |
| Bize | 4.0 | 9.0 | commune of France |
| Bize | 4.0 | 9.0 | commune of France |
| Bjørg Tingstad | 1.0 | 4.0 | human |
| Black Moses | 1.0 | 4.0 | album |
| Blandford-Blenheim | 2.0 | 3.0 | human settlement |
| Blattodea | 8.0 | 4.0 | taxon |
| Blazon Stone | 2.0 | 5.0 | album |
| Blincourt | 1.0 | 4.0 | commune of France |
| Blood Promise | 2.0 | 14.0 | Book |
| Bloodletting & Miraculous Cures | 1.0 | 5.0 | Book |
| Blue Nile | 2.0 | 9.0 | river |
| Blue Nile | 2.0 | 9.0 | tributary |
| Blue Nile | 2.0 | 9.0 | state of Sudan |
| Blue Ribbon | 3.0 | 3.0 | company |
| Blue Suede Shoes | 1.0 | 5.0 | single |
| Blue Suede Shoes | 1.0 | 5.0 | song |
| Bluffton | 5.0 | 6.0 | city |
| Bluffton | 5.0 | 6.0 | town |
| Blythewood | 1.0 | 3.0 | town in the United States |
| Blåsut metro station | 2.0 | 8.0 | Metro station |
| Bmp8a | 2.0 | 5.0 | null |
| Bob Stephenson | 7.0 | 32.0 | human |
| Bob Stephenson | 7.0 | 32.0 | human |
| Bob Stephenson | 7.0 | 32.0 | human |
| Bob Stephenson | 7.0 | 32.0 | human |
| Bobby Andrews | 4.0 | 6.0 | human |
| Bobby Roth | 20.0 | 7.0 | human |
| Bodil Steensen-Leth | 1.0 | 5.0 | human |
| Boeing 737 Next Generation | 62.0 | 5.0 | aircraft family |
| Bogy | 6.0 | 12.0 | human |
| Bogy | 6.0 | 12.0 | commune of France |
| Boldklubben 1913 | 1.0 | 4.0 | association football club |
| Bolesławiec | 37.0 | 7.0 | urban municipality of Poland |
| Bom Jesus do Norte, Espírito Santo | 1.0 | 3.0 | municipality of Brazil |
| Book of Angels | 1.0 | 3.0 | album |
| Boris Isaković | 16.0 | 5.0 | human |
| Borkowski | 9.0 | 2.0 | Wikimedia disambiguation page |
| Borkowski | 9.0 | 2.0 | male family name |
| Borough of Manhattan Community College | 1.0 | 4.0 | community college |
| Borrazópolis | 1.0 | 3.0 | municipality of Brazil |
| Borsoniidae | 9.0 | 3.0 | taxon |
| Boršov nad Vltavou | 7.0 | 10.0 | municipality of the Czech Republic |
| Botiza | 3.0 | 9.0 | municipality seat |
| Botiza | 3.0 | 9.0 | village |
| Botiza | 3.0 | 9.0 | commune of Romania |
| Boualem Sansal | 1.0 | 8.0 | human |
| Boulin | 2.0 | 5.0 | commune of France |
| Boyd Morgan | 4.0 | 10.0 | human |
| Bradford Dillman | 38.0 | 8.0 | human |
| Break a Dawn | 2.0 | 4.0 | album |
| Brendan James | 5.0 | 12.0 | human |
| Brendan James | 5.0 | 12.0 | album |
| Brian Does Hollywood | 2.0 | 5.0 | episode |
| Brian Freeman | 1.0 | 13.0 | human |
| Brian Freeman | 1.0 | 13.0 | human |
| Brian Harold Mason | 2.0 | 13.0 | human |
| Brian Michael Bendis | 1.0 | 8.0 | human |
| Brian Tyler | 8.0 | 16.0 | human |
| Brian Tyler | 8.0 | 16.0 | human |
| Brian in Love | 2.0 | 4.0 | episode |
| Britta | 85.0 | 1.0 | female given name |
| Brockham | 1.0 | 5.0 | civil parish |
| Brockham | 1.0 | 5.0 | village |
| Broekland | 1.0 | 4.0 | cadastral populated place in the Netherlands |
| Broekland | 1.0 | 4.0 | village |
| Brothers & Sisters, season 3 | 2.0 | 5.0 | television series season |
| Brotton | 1.0 | 2.0 | village |
| Bruce County | 16.0 | 11.0 | upper-tier municipality |
| Bruce County | 16.0 | 11.0 | county of Ontario |
| Bruce Degen | 3.0 | 4.0 | human |
| Bruno Hübner | 16.0 | 15.0 | human |
| Bruno Hübner | 16.0 | 15.0 | human |
| Bruno Wolkowitch | 13.0 | 8.0 | human |
| Bryan Gregory | 1.0 | 6.0 | human |
| Bud Powell's Moods | 1.0 | 4.0 | album |
| Bughea de Sus | 3.0 | 9.0 | municipality seat |
| Bughea de Sus | 3.0 | 9.0 | village |
| Bughea de Sus | 3.0 | 9.0 | commune of Romania |
| Bumble Bees | 1.0 | 4.0 | single |
| Burgemeester van Rijnsingel | 3.0 | 4.0 | street |
| Burning Bridges | 7.0 | 25.0 | single |
| Burning Bridges | 7.0 | 25.0 | silent film |
| Burning Bridges | 7.0 | 25.0 | album |
| Burning Bridges | 7.0 | 25.0 | album |
| Burning Bridges | 7.0 | 25.0 | album |
| Bussloo | 1.0 | 3.0 | buurtschap |
| By | 2.0 | 5.0 | commune of France |
| Byl jednou jeden král… | 1.0 | 7.0 | film |
| Bárbara Lennie | 2.0 | 6.0 | human |
| Bélarga | 3.0 | 5.0 | commune of France |
| Bérault | 2.0 | 7.0 | Metro station |
| C# | 13.0 | 6.0 | object-based language |
| C-130R Hercules | 1.0 | 7.0 | aircraft model |
| C-3PO | 2.0 | 7.0 | list of Star Wars characters |
| C-3PO | 2.0 | 7.0 | Android |
| C-3PO | 2.0 | 7.0 | droid |
| C.F. União de Coimbra | 2.0 | 3.0 | association football club |
| CD34 molecule | 1.0 | 32.0 | null |
| Cabinet Schmidt III | 2.0 | 4.0 | cabinet |
| Cabral Ibacka | 1.0 | 6.0 | human |
| Cadaqués | 10.0 | 7.0 | municipality of Spain |
| Cajamarca | 28.0 | 30.0 | city |
| Cajamarca | 28.0 | 30.0 | taxon |
| Cajamarca | 28.0 | 30.0 | region of Peru |
| Calanca | 15.0 | 22.0 | municipality of Switzerland |
| Calanca | 15.0 | 22.0 | subdistrict of the canton of Graubünden |
| Calatorao | 1.0 | 5.0 | municipality of Spain |
| Caldana | 2.0 | 4.0 | human settlement |
| Caldana | 2.0 | 4.0 | frazione |
| Californium | 21.0 | 9.0 | Chemical element |
| Caminha | 4.0 | 4.0 | municipality of Portugal |
| Camminghastraat | 6.0 | 4.0 | street |
| Campeonato Sul-Mato-Grossense | 1.0 | 3.0 | Q2625261 |
| Campeonato Sul-Mato-Grossense | 1.0 | 3.0 | association football league |
| Campo Marzio | 1.0 | 4.0 | rione of Rome |
| Campo Marzio | 1.0 | 4.0 | city district |
| Can Can/Promise You | 2.0 | 4.0 | single |
| Can It Be All So Simple | 2.0 | 5.0 | single |
| Canadian County | 5.0 | 5.0 | county of Oklahoma |
| Capayán Department | 1.0 | 3.0 | department of Argentina |
| Cappel | 6.0 | 12.0 | commune of France |
| Cappel | 6.0 | 12.0 | Ortsteil |
| Cappel | 6.0 | 12.0 | Ortsteil |
| Cappelle sul Tavo | 7.0 | 10.0 | comune of Italy |
| Capurso | 15.0 | 11.0 | comune of Italy |
| Capvern | 3.0 | 5.0 | commune of France |
| Carabaya Province | 1.0 | 3.0 | province of Peru |
| Caracal | 7.0 | 13.0 | taxon |
| Caracal | 7.0 | 13.0 | municipiu of Romania |
| Caracal | 7.0 | 13.0 | constituent locality |
| Caracal | 7.0 | 13.0 | municipality seat |
| Caracal | 7.0 | 13.0 | monotypic taxon |
| Carbonia | 32.0 | 17.0 | comune of Italy |
| Carbost | 1.0 | 6.0 | village |
| Carita Holmström | 1.0 | 9.0 | human |
| Carl Craig | 2.0 | 9.0 | human |
| Carl Spitzweg | 7.0 | 10.0 | human |
| Carl-Herbert Dieden | 2.0 | 5.0 | human |
| Carla Bartheel | 1.0 | 8.0 | human |
| Carmen Franco, 1st Duchess of Franco | 6.0 | 12.0 | human |
| Caroline Munro | 14.0 | 8.0 | human |
| Carsten Sieling | 1.0 | 11.0 | human |
| Casalabriva | 2.0 | 3.0 | commune of France |
| Castaneda | 7.0 | 11.0 | municipality of Switzerland |
| Castellcir | 9.0 | 12.0 | municipality of Spain |
| Castelldefels railway station | 2.0 | 4.0 | railway station |
| Castello d'Agogna | 6.0 | 9.0 | comune of Italy |
| Castelnau-de-Montmiral | 3.0 | 4.0 | commune of France |
| Castelnuovo di Val di Cecina | 13.0 | 10.0 | comune of Italy |
| Castelu | 3.0 | 9.0 | municipality seat |
| Castelu | 3.0 | 9.0 | village |
| Castelu | 3.0 | 9.0 | commune of Romania |
| Castle Rising | 1.0 | 5.0 | civil parish |
| Castle Rising | 1.0 | 5.0 | village |
| Category:2010s in the United Kingdom | 10.0 | 3.0 | Wikimedia category |
| Category:April 29, 2010 | 2.0 | 5.0 | Category:April 2010 events |
| Category:April 29, 2010 | 2.0 | 5.0 | Wikimedia category |
| Category:August 26, 2008 | 2.0 | 5.0 | Category:August 2008 events |
| Category:August 26, 2008 | 2.0 | 5.0 | Wikimedia category |
| Category:British Islands | 1.0 | 3.0 | Wikimedia category |
| Category:Brown algae | 1.0 | 2.0 | Wikimedia category |
| Category:Deaths in Bentivoglio | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Borgo Tossignano | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Cantù | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Carcare | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Castel Ritaldi | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Chiari, Lombardy | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Clusone | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Coeur d'Alene | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Dießen am Ammersee | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Don Benito | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Douai | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Framura | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Gabrovo | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Garlasco | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Governorate of Livonia | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Kirkkonummi | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Ksar el-Kebir | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Kyzylorda Province | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Königs Wusterhausen | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Lake Havasu City | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Lorenzago di Cadore | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Lyons-la-Forêt | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Manchester | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Mukacheve Raion | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Nanping | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Oristano | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Rolampont | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Sondika | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Struga | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Toano | 1.0 | 4.0 | Wikimedia category |
| Category:Deaths in Vitoria-Gasteiz | 1.0 | 4.0 | Wikimedia category |
| Category:February 16, 2008 | 2.0 | 5.0 | Wikimedia category |
| Category:February 16, 2008 | 2.0 | 5.0 | Category:February 2008 events |
| Category:February 9, 2015 | 2.0 | 5.0 | Wikimedia category |
| Category:February 9, 2015 | 2.0 | 5.0 | Category:February 2015 events |
| Category:Fictional mammals | 2.0 | 2.0 | Wikimedia category |
| Category:Films set in Lebanon | 1.0 | 4.0 | Wikimedia category |
| Category:Films set in Marseille | 1.0 | 4.0 | Wikimedia category |
| Category:Films shot in Bahrain | 2.0 | 5.0 | Wikimedia category |
| Category:Films shot in Melun | 1.0 | 4.0 | Wikimedia category |
| Category:Films shot in Philadelphia | 2.0 | 5.0 | Wikimedia category |
| Category:Films shot in Potenza | 1.0 | 4.0 | Wikimedia category |
| Category:Films shot in Rio Grande do Sul | 1.0 | 4.0 | Wikimedia category |
| Category:Films shot in San Diego | 2.0 | 5.0 | Wikimedia category |
| Category:Films shot in South Dakota | 2.0 | 5.0 | Wikimedia category |
| Category:Films shot in Trentino-South Tyrol | 1.0 | 4.0 | Wikimedia category |
| Category:Jordanian people | 1.0 | 4.0 | Wikimedia category |
| Category:July 30, 2008 | 2.0 | 5.0 | Wikimedia category |
| Category:July 30, 2008 | 2.0 | 5.0 | Category:July 2008 events |
| Category:June 29, 2010 | 2.0 | 5.0 | Category:June 2010 events |
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
val inDegrees = graph.inDegrees
val outDegrees = graph.outDegrees
val degrees = inDegrees.join(outDegrees, "id").cache()
display(degrees)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksViewb40e4bb")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksViewb40e4bb) ,min_max AS (SELECT `outDegree`,(SELECT MAX(`outDegree`) FROM q) `target_column_max`,(SELECT MIN(`outDegree`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `outDegree`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 300 `step` FROM min_max) SELECT IF(ISNULL(`outDegree`),NULL,LEAST(WIDTH_BUCKET(`outDegree`,`min_value`,`max_value`,300),300)) `outDegree_BIN`,FIRST(`min_value` + ((IF(ISNULL(`outDegree`),NULL,LEAST(WIDTH_BUCKET(`outDegree`,`min_value`,`max_value`,300),300)) - 1) * `step`)) `outDegree_BIN_LOWER_BOUND`,FIRST(`step`) `outDegree_BIN_STEP`,COUNT(`outDegree`) `COUNT` FROM histogram_meta GROUP BY `outDegree_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksViewb40e4bb")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
val typeCounts = joinedTypes.groupBy("type").count().filter($"type" =!= "null").sort($"count".desc)
display(typeCounts)
| type | count |
|---|---|
| human | 251915.0 |
| album | 49063.0 |
| asteroid | 40573.0 |
| single | 38372.0 |
| commune of France | 32436.0 |
| township in China | 19553.0 |
| street | 16483.0 |
| Wikimedia category | 14602.0 |
| taxon | 14226.0 |
| film | 13894.0 |
| Book | 13403.0 |
| township of the People's Republic of China | 12472.0 |
| natural number | 9994.0 |
| railway station | 9798.0 |
| city | 9451.0 |
| painting | 9373.0 |
| village | 8205.0 |
| comune of Italy | 8098.0 |
| municipality of Germany | 8005.0 |
| episode | 7374.0 |
| Q12808966 | 7066.0 |
| association football club | 7049.0 |
| municipality of the Czech Republic | 6192.0 |
| Wikimedia list article | 5847.0 |
| musical group | 5011.0 |
| even number | 4999.0 |
| odd number | 4999.0 |
| human settlement | 4885.0 |
| male given name | 4475.0 |
| television series season | 4398.0 |
| town | 4352.0 |
| municipality of Spain | 4117.0 |
| canton of France (until 2015) | 4023.0 |
| company | 3972.0 |
| municipality seat | 3213.0 |
| Q12809484 | 3168.0 |
| video game | 3133.0 |
| Metro station | 3123.0 |
| year | 3079.0 |
| song | 2898.0 |
| commune of Romania | 2861.0 |
| given name | 2860.0 |
| Q19622166 | 2643.0 |
| Wikimedia disambiguation page | 2613.0 |
| female given name | 2602.0 |
| subdivision of Russia | 2513.0 |
| municipality of Switzerland | 2436.0 |
| sports season of a sports club | 2415.0 |
| university | 2352.0 |
| cadastral populated place in the Netherlands | 2348.0 |
| municipality of Austria | 2348.0 |
| river | 2274.0 |
| political party | 2247.0 |
| sculpture | 2179.0 |
| church | 2177.0 |
| family name | 2091.0 |
| Ortsteil | 2062.0 |
| record label | 2036.0 |
| live album | 2000.0 |
| municipality of Brazil | 1735.0 |
| rural municipality of Poland | 1568.0 |
| television series | 1566.0 |
| municipality of the Philippines | 1488.0 |
| comic strip | 1472.0 |
| compilation album | 1454.0 |
| county of China | 1447.0 |
| award | 1425.0 |
| rural municipality of Austria | 1378.0 |
| municipal district | 1376.0 |
| civil parish | 1339.0 |
| comic book album | 1319.0 |
| profession | 1308.0 |
| association football venue | 1255.0 |
| position | 1238.0 |
| prime number | 1230.0 |
| fictional character | 1187.0 |
| town in the United States | 1180.0 |
| television program | 1155.0 |
| stadium | 1143.0 |
| video game developer | 1078.0 |
| ethnic township | 1077.0 |
| ship class | 1038.0 |
| silent film | 1010.0 |
| tambon | 959.0 |
| fictional human | 929.0 |
| district of China | 872.0 |
| market municipality | 851.0 |
| railway line | 845.0 |
| island | 828.0 |
| basketball team | 816.0 |
| monotypic taxon | 815.0 |
| organization | 812.0 |
| amphoe | 787.0 |
| house | 782.0 |
| short film | 758.0 |
| extended play | 756.0 |
| district of Iran | 755.0 |
| rural settlement of Russia | 720.0 |
| Barn | 696.0 |
| building | 682.0 |
| Q2590631 | 679.0 |
| city of Japan | 648.0 |
| Road | 637.0 |
| version, edition, or translation | 635.0 |
| neighbourhood | 632.0 |
| art museum | 629.0 |
| rock group | 628.0 |
| Wikipedia:Portal | 604.0 |
| municipality with town privileges in the Czech Republic | 602.0 |
| urban-rural municipality of Poland | 602.0 |
| square | 593.0 |
| museum | 587.0 |
| local municipality of Quebec | 581.0 |
| municipality of Belgium | 575.0 |
| bridge | 567.0 |
| television film | 563.0 |
| cemetery | 558.0 |
| car model | 557.0 |
| buurtschap | 553.0 |
| twin | 539.0 |
| Q15410431 | 526.0 |
| census-designated place in the United States | 525.0 |
| aircraft model | 519.0 |
| UNESCO World Heritage Site | 513.0 |
| events in a specific year or time period | 513.0 |
| municipality | 512.0 |
| poem | 500.0 |
| Gemarkung | 496.0 |
| association football league | 493.0 |
| district of India | 491.0 |
| aircraft family | 478.0 |
| Dutch municipality | 466.0 |
| historical country | 455.0 |
| castle | 445.0 |
| manga | 440.0 |
| place with town rights and privileges | 436.0 |
| municipality section | 434.0 |
| municipality of Norway | 429.0 |
| villa | 421.0 |
| battle | 417.0 |
| mountain | 415.0 |
| film production company | 410.0 |
| former municipality of Switzerland | 407.0 |
| raion of Ukraine | 405.0 |
| kecamatan | 392.0 |
| Pokémon species | 391.0 |
| Ortsbezirk of Germany | 389.0 |
| hamlet | 384.0 |
| municipality of Finland | 380.0 |
| urban area in Sweden | 376.0 |
| carriage house | 373.0 |
| Counties of Iran | 372.0 |
| frazione | 371.0 |
| language | 371.0 |
| municipality of Sweden | 369.0 |
| point in time with respect to recurrent timeframe | 366.0 |
| video game series | 366.0 |
| farmhouse | 366.0 |
| regency of Indonesia | 365.0 |
| county-level city | 364.0 |
| sports venue | 359.0 |
| local government area of Australia | 354.0 |
| garden | 352.0 |
| quarter | 344.0 |
| arrondissement of France | 344.0 |
| publisher | 344.0 |
| work | 342.0 |
| district of Germany | 341.0 |
| château | 340.0 |
| sports club | 340.0 |
| service apartment | 338.0 |
| cathedral | 332.0 |
| department of Argentina | 331.0 |
| capital city | 329.0 |
| avenue | 329.0 |
| constituent locality | 326.0 |
| ice hockey team | 323.0 |
| Architectural structure | 322.0 |
| Q17143521 | 321.0 |
| fence | 321.0 |
| literary work | 320.0 |
| powiat of Poland | 318.0 |
| submarine class | 313.0 |
| town of Japan | 304.0 |
| lake | 303.0 |
| Casemate | 298.0 |
| music genre | 290.0 |
| railway stop | 288.0 |
| municipality of Portugal | 285.0 |
| municipality of Slovakia | 279.0 |
| cities of Ukraine | 279.0 |
| town in Hungary | 277.0 |
| book series | 276.0 |
| prefecture-level city | 274.0 |
| walkway | 266.0 |
| Q18752456 | 265.0 |
| New England town | 264.0 |
| miasteczko | 263.0 |
| freguesia of Portugal | 260.0 |
| geographical feature | 259.0 |
| airport | 258.0 |
| noble family | 257.0 |
| urban-type settlement | 257.0 |
| fictional astronomical object in the Serenityverse | 255.0 |
| suburb | 255.0 |
| letter | 250.0 |
| men in Tolkien's legendarium | 249.0 |
| district of Turkey | 249.0 |
| school | 249.0 |
| county of Texas | 249.0 |
| mountain range | 248.0 |
| rapid transit railway line | 247.0 |
| abbey | 245.0 |
| cultural property | 245.0 |
| urban municipality of Poland | 238.0 |
| commune of Chile | 235.0 |
| borough of Pennsylvania | 233.0 |
| decade | 232.0 |
| clergy house | 232.0 |
| ship type | 230.0 |
| cabinet | 229.0 |
| county seat | 228.0 |
| local municipality | 228.0 |
| big city | 227.0 |
| engine model | 227.0 |
| sovereign state | 220.0 |
| posyolok | 219.0 |
| town in Romania | 218.0 |
| urban settlement in Russia | 218.0 |
| statue of Sacred Heart of Jesus Christ | 218.0 |
| administrative territorial entity of the People's Republic of China | 217.0 |
| Q3409027 | 213.0 |
| television station | 212.0 |
| anime | 211.0 |
| district | 211.0 |
| palace | 204.0 |
| observatory | 203.0 |
| residential building | 203.0 |
| baseball team | 202.0 |
| Q14943515 | 202.0 |
| Q15916867 | 195.0 |
| province of Peru | 195.0 |
| district of Afghanistan | 194.0 |
| international airport | 193.0 |
| Election | 192.0 |
| remix album | 190.0 |
| village in the United States | 187.0 |
| literary award | 187.0 |
| stream | 187.0 |
| order | 182.0 |
| geographic region | 180.0 |
| room | 179.0 |
| district of Hungary | 175.0 |
| sports team | 170.0 |
| dead end street | 169.0 |
| ward of Japan | 169.0 |
| Municipalities of Estonia | 168.0 |
| municipality of Bulgaria | 168.0 |
| million city | 168.0 |
| Dynasty | 167.0 |
| monastery | 166.0 |
| men's singles | 166.0 |
| miniseries | 166.0 |
| government agency | 164.0 |
| Q14752149 | 164.0 |
| national association football team | 164.0 |
| anime television program | 164.0 |
| protected area | 163.0 |
| airline | 163.0 |
| non-metropolitan district | 162.0 |
| language family | 161.0 |
| Q16423655 | 161.0 |
| Q2200223 | 161.0 |
| municipality of Greece | 161.0 |
| skyscraper | 161.0 |
| musical composition | 159.0 |
| wizard in the Harry Potter universe | 159.0 |
| county of Georgia | 159.0 |
| diocese | 155.0 |
| unincorporated community in the United States | 155.0 |
| municipality of Colombia | 155.0 |
| trilogy | 153.0 |
| national museum | 153.0 |
| fictional moon | 152.0 |
| legislative term | 150.0 |
| district of Algeria | 150.0 |
| animated film | 150.0 |
| windmill | 147.0 |
| national sports team | 147.0 |
| big district town | 146.0 |
| college | 145.0 |
| country | 145.0 |
| deity | 145.0 |
| duo | 141.0 |
| Opera | 140.0 |
| biographical article | 140.0 |
| barangay | 140.0 |
| triangular number | 140.0 |
| Q14934048 | 140.0 |
| aerospace manufacturer | 139.0 |
| wall | 138.0 |
| novel | 138.0 |
| high school | 137.0 |
| currency | 137.0 |
| national anthem | 136.0 |
| newspaper | 136.0 |
| partido of Buenos Aires | 135.0 |
| US Open | 134.0 |
| human spaceflight | 134.0 |
| Q13516667 | 133.0 |
| Pokémon evolutionary line | 133.0 |
| Belgian municipality with the title of city | 132.0 |
| playing card | 132.0 |
| law school | 131.0 |
| garden square | 129.0 |
| ethnic group | 129.0 |
| bay | 128.0 |
| commune of Algeria | 128.0 |
| business | 128.0 |
| fountain | 128.0 |
| Wimbledon Championships | 128.0 |
| gardener house | 127.0 |
| motorcycle | 127.0 |
| cultural heritage site in Slovenia | 126.0 |
| film series | 126.0 |
| archipelago | 126.0 |
| municipality of Slovenia | 126.0 |
| deme | 124.0 |
| studio album | 124.0 |
| Chemical element | 122.0 |
| administrative territorial entity of Ukraine | 120.0 |
| fictional location | 120.0 |
| magazine | 119.0 |
| district of Belarus | 119.0 |
| shed | 119.0 |
| historic house museum | 119.0 |
| Chemical compound | 118.0 |
| township of New Jersey | 117.0 |
| school building | 117.0 |
| sculpture series | 117.0 |
| autonomous county | 116.0 |
| boulevard | 116.0 |
| film studio | 116.0 |
| film genre | 115.0 |
| park | 115.0 |
| French Open | 114.0 |
| sumu | 114.0 |
| municipalities and cities of Serbia | 113.0 |
| air force | 113.0 |
| sibling duo | 113.0 |
| Conflict | 113.0 |
| district of Uganda | 112.0 |
| military museum | 112.0 |
| kabushiki gaisha | 112.0 |
| department of France | 111.0 |
| county of Kentucky | 111.0 |
| Archdiocese | 111.0 |
| Superhero | 111.0 |
| Paris–Roubaix | 111.0 |
| Q3685430 | 111.0 |
| Nemzeti Bajnokság I | 111.0 |
| municipality of Latvia | 110.0 |
| sports league | 110.0 |
| Urban park | 110.0 |
| province of Italy | 109.0 |
| engine family | 109.0 |
| play | 108.0 |
| water deity | 107.0 |
| concept | 107.0 |
| Khwaeng | 107.0 |
| county of Missouri | 106.0 |
| village of Wisconsin | 105.0 |
| hospital | 105.0 |
| Tour de France | 103.0 |
| thoroughfare | 103.0 |
| Australian Open | 103.0 |
| municipiu of Romania | 103.0 |
| armed forces | 103.0 |
| Q17468533 | 102.0 |
| Besta deild karla | 102.0 |
| municipality of Denmark | 102.0 |
| rural district of Iran | 102.0 |
| Davis Cup | 101.0 |
| city of the United States | 101.0 |
| war | 100.0 |
| square number | 100.0 |
| World Congress of Esperanto | 100.0 |
| Architectural style | 100.0 |
| pronic number | 99.0 |
| fourth-class city | 99.0 |
| navy | 99.0 |
| voluntary association | 99.0 |
| natural satellite | 98.0 |
| locality | 98.0 |
| London Underground station | 98.0 |
| art school | 98.0 |
| Giro d'Italia | 97.0 |
| county of North Carolina | 97.0 |
| category A listed building | 97.0 |
| county of Illinois | 97.0 |
| rugby union team | 97.0 |
| gate building | 97.0 |
| military rank | 95.0 |
| district of Austria | 95.0 |
| county of Iowa | 95.0 |
| Provinces of Bolivia | 94.0 |
| county of Virginia | 94.0 |
| county of Tennessee | 93.0 |
| literary genre | 93.0 |
| article | 93.0 |
| unisex given name | 93.0 |
| activity | 93.0 |
| Craft | 93.0 |
| noble title | 92.0 |
| bicameral legislature | 92.0 |
| county of Indiana | 92.0 |
| musical ensemble | 92.0 |
| subdistrict of the German Democratic Republic | 91.0 |
| married couple | 91.0 |
| arch bridge | 91.0 |
| Q3559083 | 91.0 |
| terrace of houses | 90.0 |
| Esperanto organisation | 90.0 |
| city of the Philippines | 89.0 |
| municipality of Luxembourg | 89.0 |
| airplane | 89.0 |
| county of Kansas | 89.0 |
| First Professional Football League | 88.0 |
| arena | 88.0 |
| art movement | 88.0 |
| canal | 88.0 |
| county of Ohio | 88.0 |
| road bridge | 88.0 |
| historic district in the United States | 87.0 |
| handball team | 87.0 |
| orangery | 86.0 |
| S-Bahn station | 86.0 |
| SAT Congress | 86.0 |
| regional county municipality | 86.0 |
| municipality of Mexico | 86.0 |
| Academy Awards ceremony | 85.0 |
| family | 85.0 |
| city of Indonesia | 85.0 |
| warehouse | 85.0 |
| Q15070223 | 84.0 |
| Q1391143 | 84.0 |
| fictional planet | 84.0 |
| fresco | 83.0 |
| municipality of North Macedonia | 83.0 |
| residential community of the People's Republic of China | 83.0 |
| destroyed building or structure | 83.0 |
| academy of sciences | 83.0 |
| subdistrict administrative organization | 83.0 |
| fencepost | 82.0 |
| Maltese Premier League | 82.0 |
| centered triangular number | 82.0 |
| archaeological site | 82.0 |
| octagonal number | 81.0 |
| pentagonal number | 81.0 |
| county of Mississippi | 81.0 |
| port settlement | 81.0 |
| UCI Road World Championships | 81.0 |
| province of Turkey | 81.0 |
| administrative quarter of Paris | 81.0 |
| transport route | 80.0 |
| province of the Philippines | 80.0 |
| video game genre | 80.0 |
| Q16054233 | 80.0 |
| municipality of Croatia | 80.0 |
| province of Thailand | 80.0 |
| district of Slovakia | 79.0 |
| office building | 79.0 |
| English country house | 79.0 |
| communist party | 79.0 |
| operating system | 79.0 |
| county of Nebraska | 78.0 |
| city gate | 78.0 |
| chapel | 78.0 |
| formation | 78.0 |
| locomotive class | 78.0 |
| aspect of history | 78.0 |
| county of Minnesota | 77.0 |
| architectural heritage monument in North Rhine-Westphalia | 77.0 |
| county of Oklahoma | 77.0 |
| political party in Spain | 77.0 |
| public university | 77.0 |
| work of art | 77.0 |
| Genre | 76.0 |
| religious text | 76.0 |
| tram stop | 76.0 |
| Q15632166 | 76.0 |
| districts of the Czech Republic | 76.0 |
| station square | 76.0 |
| governorate | 76.0 |
| tournament | 76.0 |
| Liga Portugal | 76.0 |
| tennis tournament | 75.0 |
| FA Cup Final | 75.0 |
| commune of Benin | 75.0 |
| reservoir | 75.0 |
| drama television series | 75.0 |
| county of Arkansas | 75.0 |
| Parish church | 74.0 |
| Short story | 74.0 |
| grave | 73.0 |
| Q18756633 | 73.0 |
| community college | 73.0 |
| county of Wisconsin | 72.0 |
| bastion | 72.0 |
| Century | 72.0 |
| township of Pennsylvania | 72.0 |
| Wikimedia template | 72.0 |
| drawing | 71.0 |
| Q13460939 | 71.0 |
| centered square number | 71.0 |
| Argentine Primera División | 71.0 |
| Middle-earth elf | 70.0 |
| sundial | 70.0 |
| hexagonal number | 70.0 |
| International Youth Congress of Esperanto | 70.0 |
| rathaus | 70.0 |
| statue | 70.0 |
| Q19311591 | 70.0 |
| Czechoslovak First League | 69.0 |
| army | 69.0 |
| constellation | 69.0 |
| animation studio | 69.0 |
| Danish Superliga | 69.0 |
| Q15974311 | 68.0 |
| American football team | 68.0 |
| Q17143371 | 68.0 |
| sled dog racing | 68.0 |
| basilica | 68.0 |
| Public company | 68.0 |
| architectural firm | 68.0 |
| free software | 68.0 |
| county of Michigan | 67.0 |
| television channel | 67.0 |
| website | 67.0 |
| county of Alabama | 67.0 |
| gazebo | 67.0 |
| girl group | 67.0 |
| shipyard | 67.0 |
| county of Pennsylvania | 67.0 |
| county of Florida | 67.0 |
| gracht | 67.0 |
| Venice Film Festival | 66.0 |
| city with powiat rights | 66.0 |
| Avenue | 66.0 |
| Cartridge | 66.0 |
| Cannes Film Festival | 66.0 |
| Vuelta a España | 66.0 |
| rural municipality of Sweden and Finland | 66.0 |
| county of South Dakota | 66.0 |
| Q1092563 | 66.0 |
| chapter | 65.0 |
| Olympic sporting event | 65.0 |
| fictional universe | 65.0 |
| Valley | 65.0 |
| painting series | 65.0 |
| Q19689753 | 65.0 |
| district of Japan | 65.0 |
| Q15966903 | 65.0 |
| discipline | 65.0 |
| media franchise | 64.0 |
| District of Bangladesh | 64.0 |
| single entity of population | 64.0 |
| centered pentagonal number | 63.0 |
| heptagonal number | 63.0 |
| Eastern Orthodox church | 63.0 |
| island group | 63.0 |
| Q15099348 | 63.0 |
| academic degree | 63.0 |
| county of Colorado | 63.0 |
| art collection | 63.0 |
| theatre | 63.0 |
| Berlin International Film Festival | 62.0 |
| Q3666499 | 62.0 |
| National heritage site | 62.0 |
| group of fictional characters | 62.0 |
| group of humans | 62.0 |
| seminary | 61.0 |
| ship | 61.0 |
| curtain wall | 61.0 |
| research institute | 61.0 |
| village-level division in China | 61.0 |
| Q10868922 | 61.0 |
| peninsula | 61.0 |
| district of Azerbaijan | 61.0 |
| military academy | 60.0 |
| identical twins | 60.0 |
| fictional country | 60.0 |
| subdistrict municipality | 60.0 |
| Q3201814 | 60.0 |
| radio station | 60.0 |
| council of Asturies | 60.0 |
| public holiday | 60.0 |
| animated series | 60.0 |
| Eurovision Song Contest | 60.0 |
| civil town of Wisconsin | 60.0 |
| World Allround Speed Skating Championships for Men | 60.0 |
| decentralized municipal entity | 59.0 |
| Sea | 59.0 |
| Wightman Cup | 59.0 |
| county of New York | 59.0 |
| municipality of Cuba | 59.0 |
| Memphis Open | 59.0 |
| holding company | 59.0 |
| controlled-access highway | 59.0 |
| Districts of Kazakhstan | 59.0 |
| province of Vietnam | 59.0 |
| Nereids | 58.0 |
| programming language | 58.0 |
| David di Donatello | 58.0 |
| municipality of Puerto Rico | 58.0 |
| tower | 58.0 |
| centered hexagonal number | 58.0 |
| Japan Open Tennis Championships | 58.0 |
| local council of Malta | 58.0 |
| Eredivisie | 57.0 |
| pier | 57.0 |
| Comics | 57.0 |
| unicameralism | 57.0 |
| flag | 57.0 |
| factory | 57.0 |
| state | 57.0 |
| county of California | 57.0 |
| Vice-county | 56.0 |
| Norse mythical character | 56.0 |
| district of Peru | 56.0 |
| parliament | 55.0 |
| polder | 55.0 |
| architectural heritage monument | 55.0 |
| ministry | 55.0 |
| star | 55.0 |
| installation art | 54.0 |
| Hobbit | 54.0 |
| higher education institution | 54.0 |
| Q687312 | 54.0 |
| stanitsa | 54.0 |
| province of Chile | 54.0 |
| county of West Virginia | 54.0 |
| parish of Louisiana | 53.0 |
| aircraft crash | 53.0 |
| railway company | 53.0 |
| nonagonal number | 53.0 |
| Q14846918 | 53.0 |
| island nation | 53.0 |
| United Kingdom general election | 53.0 |
| destroyer | 53.0 |
| women's singles | 53.0 |
| Billie Jean King Cup | 53.0 |
| national park | 53.0 |
| courage award | 53.0 |
| calendar date | 52.0 |
| list of rijkswegen | 52.0 |
| banner | 52.0 |
| Canadian Open | 52.0 |
| centered heptagonal number | 52.0 |
| Spanish provinces | 52.0 |
| road number | 52.0 |
| music school | 52.0 |
| watercourse | 51.0 |
| liberal arts college in the United States | 51.0 |
| administrative territorial entity | 51.0 |
| urban area in Norway | 51.0 |
| county of Montana | 51.0 |
| Extrasolar planet | 51.0 |
| British Academy of Film and Television Arts | 51.0 |
| library | 50.0 |
| U.S. state | 50.0 |
| Q15618652 | 50.0 |
| decagonal number | 50.0 |
| automobile manufacturer | 50.0 |
| private university | 50.0 |
| Süper Lig | 50.0 |
| Q2559925 | 50.0 |
| Q3088847 | 50.0 |
| barracks | 50.0 |
| expedition to the International Space Station | 50.0 |
| transport company | 50.0 |
| centered octagonal number | 50.0 |
| Fußball-Bundesliga | 50.0 |
| grand ensemble | 50.0 |
| unorganized area of Canada | 49.0 |
| village of Japan | 49.0 |
| Q649434 | 49.0 |
| brand | 49.0 |
| townhouse | 49.0 |
| taxonomic rank | 49.0 |
| women's doubles | 49.0 |
| Q1852178 | 48.0 |
| Soviet Top League | 48.0 |
| district of Pakistan | 48.0 |
| Q17268368 | 48.0 |
| Eliteserien | 48.0 |
| general election | 48.0 |
| Thesaban Mueang | 48.0 |
| Amstel Gold Race | 48.0 |
| legislature of a U.S. state | 48.0 |
| Revolutionary section of Paris | 48.0 |
| recurring tournament | 48.0 |
| Prefecture of Japan | 48.0 |
| Stadtbezirk | 48.0 |
| hotel | 47.0 |
| province of Algeria | 47.0 |
| supervillain | 47.0 |
| centered nonagonal number | 47.0 |
| landlocked country | 47.0 |
| district capital | 47.0 |
| oblasts of Russia | 47.0 |
| designated spa town | 47.0 |
| Q15634531 | 47.0 |
| airbase | 47.0 |
| Miss France | 46.0 |
| dwarves in Tolkien's legendarium | 46.0 |
| business school | 46.0 |
| mutant | 46.0 |
| Italian Open | 46.0 |
| Cincinnati Masters | 46.0 |
| eingetragener Verein | 46.0 |
| Courtyard | 46.0 |
| Q3292203 | 46.0 |
| Military organization | 46.0 |
| name | 46.0 |
| Monte-Carlo Masters | 46.0 |
| province of Burkina Faso | 45.0 |
| list of municipalities of Albania | 45.0 |
| county of South Carolina | 45.0 |
| college town | 45.0 |
| dodecagonal number | 45.0 |
| Q2160811 | 45.0 |
| district of Prussia | 45.0 |
| centered decagonal number | 45.0 |
| Q18759150 | 45.0 |
| Washington Open | 45.0 |
| district municipality | 45.0 |
| Drama school | 44.0 |
| district of Moscow | 44.0 |
| art gallery | 44.0 |
| Q1687964 | 44.0 |
| Q17299692 | 44.0 |
| district of Uzbekistan | 44.0 |
| color | 44.0 |
| scientific journal | 44.0 |
| workshop | 44.0 |
| Q1192195 | 44.0 |
| dzielnica | 43.0 |
| county of North Dakota | 43.0 |
| water pump | 43.0 |
| fictional river | 43.0 |
| Iditarod Trail Sled Dog Race | 43.0 |
| strait | 43.0 |
| comarca of Catalonia | 43.0 |
| retaining wall | 43.0 |
| Barcelona Open | 43.0 |
| station building | 43.0 |
| Q17301072 | 43.0 |
| nonprofit organization | 43.0 |
| international organization | 43.0 |
| core city of Japan | 42.0 |
| university press | 42.0 |
| Paris Masters | 42.0 |
| aircraft class | 42.0 |
| May | 42.0 |
| César Award | 42.0 |
| județ | 42.0 |
| Indian Wells Masters | 42.0 |
| ancient city | 42.0 |
| WTA Tour | 42.0 |
| January | 41.0 |
| main stream | 41.0 |
| squadron | 41.0 |
| lower house | 41.0 |
| star number | 41.0 |
| proprietary software | 41.0 |
| borough | 41.0 |
| Q18779194 | 41.0 |
| February | 40.0 |
| smartphone model | 40.0 |
| neighbourhood of Buenos Aires | 40.0 |
| fort | 40.0 |
| stock exchange | 40.0 |
| recurring sporting event | 40.0 |
| Q18762207 | 40.0 |
| medical specialty | 40.0 |
| building complex | 40.0 |
| foundation | 40.0 |
| special city of Japan | 40.0 |
| March | 40.0 |
| term of the Canadian federal parliament | 40.0 |
| Han surname | 40.0 |
| independent city | 40.0 |
| hill | 39.0 |
| Milan – San Remo | 39.0 |
| old town | 39.0 |
| county of Washington | 39.0 |
| political organization | 39.0 |
| Low German house | 39.0 |
| subdistrict of the canton of Graubünden | 39.0 |
| rural municipality of Canada | 39.0 |
| millennium | 39.0 |
| Q16522751 | 39.0 |
| Wheel arrangement | 39.0 |
| historical motorcycle manufacturer | 39.0 |
| World Athletics Cross Country Championships | 39.0 |
| Erste Bank Open | 39.0 |
| June | 39.0 |
| video game console | 39.0 |
| medical school | 39.0 |
| city district | 39.0 |
| industrial sector | 39.0 |
| department of Cameroon | 39.0 |
| April | 39.0 |
| goddess | 38.0 |
| December | 38.0 |
| fictional pony | 38.0 |
| private mansion | 38.0 |
| upper house | 38.0 |
| county | 38.0 |
| FIBA EuroBasket | 38.0 |
| November | 38.0 |
| hay barrack | 38.0 |
| subdistrict of the canton of Ticino | 38.0 |
| county of Idaho | 38.0 |
| tetrahedral number | 38.0 |
| republic | 37.0 |
| clade | 37.0 |
| World Military Cup | 37.0 |
| Municipalities of Venezuela | 37.0 |
| isotope of tellurium | 37.0 |
| university building | 37.0 |
| light cruiser | 37.0 |
| title of honor | 37.0 |
| United Nations Security Council resolution | 37.0 |
| Q18752578 | 37.0 |
| July | 37.0 |
| Buddhist text | 37.0 |
| dissolved municipality of Japan | 37.0 |
| district of Albania | 37.0 |
| museum ship | 37.0 |
| October | 37.0 |
| college of the University of Oxford | 36.0 |
| woodcut print | 36.0 |
| pastel | 36.0 |
| municipality of Iceland | 36.0 |
| August | 36.0 |
| note | 36.0 |
| Stuttgart Open | 36.0 |
| Advocacy group | 36.0 |
| mansion | 36.0 |
| comic book series | 36.0 |
| territorial authority of New Zealand | 36.0 |
| state of Nigeria | 36.0 |
| monument | 35.0 |
| county of Oregon | 35.0 |
| district of Nepal | 35.0 |
| wine producing locality | 35.0 |
| autocannon | 35.0 |
| archaeological culture | 35.0 |
| September | 35.0 |
| racing automobile | 35.0 |
| Q17518866 | 35.0 |
| Q2555200 | 35.0 |
| game engine | 35.0 |
| primary area | 35.0 |
| high-rise building | 35.0 |
| political coalition | 35.0 |
| natural landscape | 35.0 |
| sibling group | 34.0 |
| rugby league team | 34.0 |
| Moscow International Film Festival | 34.0 |
| Papal conclave | 34.0 |
| Q17372500 | 34.0 |
| World Allround Speed Skating Championships | 34.0 |
| Foreign Office | 34.0 |
| stone bridge | 34.0 |
| lycée | 34.0 |
| administrative territorial entity of Germany | 34.0 |
| series of creative works | 34.0 |
| educational institution | 34.0 |
| medieval battle | 34.0 |
| manuscript | 34.0 |
| province of Indonesia | 34.0 |
| Q2316398 | 34.0 |
| London borough | 34.0 |
| Ice Hockey World Championships | 34.0 |
| Q766277 | 34.0 |
| Q18779123 | 34.0 |
| Q2280652 | 34.0 |
| statistical neighborhood of Zürich | 34.0 |
| sutra | 34.0 |
| residential area | 34.0 |
| province of Afghanistan | 34.0 |
| Tour of Flanders | 34.0 |
| Soyuz-TM | 33.0 |
| twinning | 33.0 |
| quarter of Hamburg | 33.0 |
| Q1394653 | 33.0 |
| fictional taxon | 33.0 |
| fictional organization | 33.0 |
| space probe | 33.0 |
| rapid transit | 33.0 |
| lower-tier municipality | 33.0 |
| Summer Olympic Games | 33.0 |
| railway bridge | 33.0 |
| presidential election | 33.0 |
| Okeanid | 33.0 |
| bakehouse | 33.0 |
| television pilot | 33.0 |
| Q18523902 | 33.0 |
| Faroe Islands Premier League | 33.0 |
| Q15623573 | 33.0 |
| government | 32.0 |
| province of Iran | 32.0 |
| Boston Society of Film Critics | 32.0 |
| water tower | 32.0 |
| war memorial | 32.0 |
| prison | 32.0 |
| baseball venue | 32.0 |
| Q606986 | 32.0 |
| Q17272482 | 32.0 |
| state of Mexico | 32.0 |
| encyclopaedia | 32.0 |
| event | 32.0 |
| Centralbahnhof | 32.0 |
| Mexican Open | 32.0 |
| provincial city | 32.0 |
| concert hall | 32.0 |
| Yukon Quest | 32.0 |
| list of districts and neighborhoods of Los Angeles | 32.0 |
| military cemetery | 32.0 |
| isotope of silver | 32.0 |
| Scottish council area | 32.0 |
| major regional center | 32.0 |
| artist collective | 32.0 |
| Q15068450 | 32.0 |
| Q1321542 | 32.0 |
| kinship | 31.0 |
| Departments of Colombia | 31.0 |
| Category:May 2008 events | 31.0 |
| Category:July 2010 events | 31.0 |
| Q9512666 | 31.0 |
| Category:August 2006 events | 31.0 |
| aviation museum | 31.0 |
| Category:July 2005 events | 31.0 |
| Q9676942 | 31.0 |
| Q9420592 | 31.0 |
| human-made geographic feature | 31.0 |
| Q1377841 | 31.0 |
| isotope of caesium | 31.0 |
| social networking service | 31.0 |
| fictional battle | 31.0 |
| Category:August 2008 events | 31.0 |
| fortress | 31.0 |
| home computer | 31.0 |
| Category:July 2011 events | 31.0 |
| Category:October 2010 events | 31.0 |
| Category:August 2010 events | 31.0 |
| Q9512652 | 31.0 |
| Q9569288 | 31.0 |
| Political parties in Russia | 31.0 |
| Category:December 2010 events | 31.0 |
| Category:May 2010 events | 31.0 |
| Category:March 2011 events | 31.0 |
| liberal arts college | 31.0 |
| Q9615446 | 31.0 |
| Category:August 2005 events | 31.0 |
| Q9617364 | 31.0 |
| city in the state of New York | 31.0 |
| government organization | 31.0 |
| Q9676945 | 31.0 |
| Q9512656 | 31.0 |
| amusement park | 31.0 |
| Q9617371 | 31.0 |
| Miami Open | 31.0 |
| Category:January 2006 events | 31.0 |
| province of the Dominican Republic | 31.0 |
| Category:January 2011 events | 31.0 |
| Category:July 2008 events | 31.0 |
| county of New Mexico | 31.0 |
| Category:January 2008 events | 31.0 |
| Q9676937 | 31.0 |
| Golden Raspberry Awards | 31.0 |
| fortified town | 31.0 |
| Q9615454 | 31.0 |
| Q15272960 | 31.0 |
| Category:May 2005 events | 31.0 |
| Q736812 | 31.0 |
| Christian minister | 31.0 |
| Q9569278 | 31.0 |
| Category:March 2008 events | 31.0 |
| Vikings | 31.0 |
| Category:March 2010 events | 31.0 |
| Category:January 2015 events | 31.0 |
| Category:May 2011 events | 31.0 |
| Q1321353 | 30.0 |
| Category:June 2005 events | 30.0 |
| Category:April 2011 events | 30.0 |
| Q1208453 | 30.0 |
val topTenTypes = typeCounts.limit(10)
val typeFiltered = joinedTypes.join(topTenTypes, List("type"), "inner")
display(typeFiltered)
| type | id | inDegree | outDegree | count |
|---|---|---|---|---|
| album | & Yet & Yet | 2.0 | 5.0 | 49063.0 |
| asteroid | (10499) 1986 RN5 | 2.0 | 6.0 | 40573.0 |
| asteroid | (11058) 1991 PN10 | 2.0 | 6.0 | 40573.0 |
| asteroid | (117404) 2005 AC9 | 1.0 | 5.0 | 40573.0 |
| asteroid | (13020) 1988 PW2 | 1.0 | 5.0 | 40573.0 |
| asteroid | (136198) 2003 UJ296 | 1.0 | 5.0 | 40573.0 |
| asteroid | (15141) 2000 EP106 | 2.0 | 4.0 | 40573.0 |
| asteroid | (15683) 1981 EX25 | 2.0 | 6.0 | 40573.0 |
| asteroid | (16307) 7569 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (16467) 1990 FD3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (17383) 1981 EE12 | 2.0 | 6.0 | 40573.0 |
| asteroid | (20188) 1997 AC18 | 2.0 | 6.0 | 40573.0 |
| asteroid | (20671) 1999 UX48 | 2.0 | 5.0 | 40573.0 |
| asteroid | (20927) 1126 T-1 | 2.0 | 8.0 | 40573.0 |
| asteroid | (21340) 1997 CS19 | 2.0 | 6.0 | 40573.0 |
| asteroid | (21944) 1999 VA118 | 2.0 | 6.0 | 40573.0 |
| asteroid | (21996) 1999 XP31 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22133) 2000 UO56 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22288) 1988 TR2 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22313) 1991 GP3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22511) 1997 YC10 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22726) 1998 SZ72 | 2.0 | 6.0 | 40573.0 |
| asteroid | (22755) 1998 WO9 | 2.0 | 6.0 | 40573.0 |
| asteroid | (23299) 2001 AP9 | 2.0 | 6.0 | 40573.0 |
| asteroid | (23723) 1998 HG40 | 2.0 | 6.0 | 40573.0 |
| asteroid | (24205) 1999 XC48 | 2.0 | 6.0 | 40573.0 |
| asteroid | (24831) 1995 SX4 | 2.0 | 6.0 | 40573.0 |
| asteroid | (25571) 1999 XP195 | 2.0 | 6.0 | 40573.0 |
| asteroid | (257203) 2008 RW122 | 2.0 | 6.0 | 40573.0 |
| asteroid | (25831) 2000 DH111 | 2.0 | 6.0 | 40573.0 |
| asteroid | (26030) 6004 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (26094) 1988 NU | 2.0 | 6.0 | 40573.0 |
| asteroid | (26476) 2000 AK185 | 2.0 | 6.0 | 40573.0 |
| asteroid | (27142) 1998 XG61 | 2.0 | 6.0 | 40573.0 |
| asteroid | (27242) 1999 TN219 | 2.0 | 5.0 | 40573.0 |
| asteroid | (27484) 2000 GN94 | 2.0 | 6.0 | 40573.0 |
| asteroid | (28247) 1999 BP3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (28404) 1999 TQ5 | 2.0 | 7.0 | 40573.0 |
| asteroid | (28463) 2000 AG168 | 2.0 | 5.0 | 40573.0 |
| asteroid | (28580) 2000 EJ104 | 2.0 | 6.0 | 40573.0 |
| asteroid | (28804) 2000 HC81 | 2.0 | 6.0 | 40573.0 |
| asteroid | (28960) 2001 DZ81 | 2.0 | 6.0 | 40573.0 |
| asteroid | (29000) 2607 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (29022) 6630 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (29387) 1996 JC6 | 2.0 | 6.0 | 40573.0 |
| asteroid | (29505) 1997 WV44 | 2.0 | 6.0 | 40573.0 |
| asteroid | (30466) 2000 OP14 | 2.0 | 6.0 | 40573.0 |
| asteroid | (30611) 2627 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (30644) 6601 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (30689) 4318 T-2 | 2.0 | 8.0 | 40573.0 |
| asteroid | (30845) 1991 PQ3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (30896) 1993 FX26 | 2.0 | 6.0 | 40573.0 |
| asteroid | (31148) 1997 UO8 | 2.0 | 6.0 | 40573.0 |
| asteroid | (31259) 1998 EB3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (31394) 1998 YX9 | 2.0 | 7.0 | 40573.0 |
| asteroid | (31497) 1999 CW61 | 2.0 | 6.0 | 40573.0 |
| asteroid | (31554) 1999 EJ2 | 2.0 | 6.0 | 40573.0 |
| asteroid | (31732) 1999 JB71 | 2.0 | 6.0 | 40573.0 |
| asteroid | (32382) 2000 QE187 | 2.0 | 6.0 | 40573.0 |
| asteroid | (32543) 2001 QL11 | 2.0 | 6.0 | 40573.0 |
| asteroid | (32791) 1989 TQ2 | 2.0 | 6.0 | 40573.0 |
| asteroid | (34242) 2000 QD100 | 2.0 | 6.0 | 40573.0 |
| asteroid | (343976) 2011 LC21 | 1.0 | 5.0 | 40573.0 |
| asteroid | (34712) 2001 ON103 | 2.0 | 6.0 | 40573.0 |
| asteroid | (34931) 6621 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (35035) 1981 ER29 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35051) 1981 ED47 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35166) 1993 QD8 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35182) 1993 US1 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35224) 1995 BN1 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35253) 1996 AB7 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35480) 1998 FN5 | 2.0 | 5.0 | 40573.0 |
| asteroid | (35743) 1999 GP29 | 2.0 | 6.0 | 40573.0 |
| asteroid | (35803) 1999 JT40 | 2.0 | 6.0 | 40573.0 |
| asteroid | (36050) 1999 RE18 | 2.0 | 6.0 | 40573.0 |
| asteroid | (36481) 2000 QU30 | 2.0 | 6.0 | 40573.0 |
| asteroid | (37085) 2000 UO63 | 2.0 | 6.0 | 40573.0 |
| asteroid | (37160) 2000 WR5 | 2.0 | 6.0 | 40573.0 |
| asteroid | (37427) 2001 YJ82 | 2.0 | 6.0 | 40573.0 |
| asteroid | (37438) 2599 P-L | 2.0 | 8.0 | 40573.0 |
| asteroid | (37581) 1990 SU15 | 2.0 | 6.0 | 40573.0 |
| asteroid | (37697) 1995 YW4 | 2.0 | 6.0 | 40573.0 |
| asteroid | (38113) 1999 JB30 | 2.0 | 6.0 | 40573.0 |
| asteroid | (38403) 1999 RU197 | 2.0 | 6.0 | 40573.0 |
| asteroid | (38620) 2000 AQ186 | 2.0 | 6.0 | 40573.0 |
| asteroid | (39099) 2000 WS12 | 2.0 | 5.0 | 40573.0 |
| asteroid | (39298) 2001 FV132 | 2.0 | 5.0 | 40573.0 |
| asteroid | (39431) 5178 T-2 | 2.0 | 8.0 | 40573.0 |
| asteroid | (46556) 1991 FU3 | 1.0 | 5.0 | 40573.0 |
| asteroid | (58167) 1990 QM3 | 1.0 | 5.0 | 40573.0 |
| asteroid | (65225) 2002 EK44 | 1.0 | 5.0 | 40573.0 |
| asteroid | (6861) 1991 FA3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (70304) 1999 RE133 | 1.0 | 5.0 | 40573.0 |
| asteroid | (73077) 2002 GT4 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73262) 2002 JK47 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73289) 2002 JW64 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73291) 2002 JG65 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73335) 2002 JN110 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73344) 2002 JT119 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73455) 2002 NT36 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73550) 2003 PG9 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73881) 1997 CD22 | 2.0 | 6.0 | 40573.0 |
| asteroid | (73924) 1997 MN3 | 2.0 | 6.0 | 40573.0 |
| asteroid | (74054) 1998 JT4 | 2.0 | 6.0 | 40573.0 |
| asteroid | (74411) 1999 AE5 | 2.0 | 6.0 | 40573.0 |
| asteroid | (76834) 2000 SA244 | 1.0 | 5.0 | 40573.0 |
| asteroid | (7951) 1992 WC2 | 2.0 | 6.0 | 40573.0 |
| asteroid | (82293) 2001 KJ38 | 2.0 | 6.0 | 40573.0 |
| asteroid | (82321) 2001 KE69 | 2.0 | 6.0 | 40573.0 |
| asteroid | (82945) 2001 QN117 | 2.0 | 6.0 | 40573.0 |
| asteroid | (9343) 1991 PO11 | 2.0 | 6.0 | 40573.0 |
| asteroid | (9575) 1989 BW1 | 2.0 | 6.0 | 40573.0 |
| album | ...With the Spirit of a Traffic Jam... | 1.0 | 4.0 | 49063.0 |
| album | 07 | 1.0 | 4.0 | 49063.0 |
| asteroid | 10970 de Zeeuw | 2.0 | 8.0 | 40573.0 |
| album | 10th Anniversary Album | 2.0 | 5.0 | 49063.0 |
| asteroid | 11055 Honduras | 2.0 | 6.0 | 40573.0 |
| asteroid | 11087 Yamasakimakoto | 2.0 | 7.0 | 40573.0 |
| asteroid | 1110 Jaroslawa | 2.0 | 6.0 | 40573.0 |
| asteroid | 11152 Oomine | 2.0 | 6.0 | 40573.0 |
| asteroid | 11365 NASA | 1.0 | 5.0 | 40573.0 |
| asteroid | 11581 Philipdejager | 2.0 | 6.0 | 40573.0 |
| asteroid | 11773 Schouten | 2.0 | 9.0 | 40573.0 |
| asteroid | 12161 Avienius | 2.0 | 9.0 | 40573.0 |
| asteroid | 13226 Soulié | 2.0 | 7.0 | 40573.0 |
| asteroid | 14424 Laval | 2.0 | 7.0 | 40573.0 |
| asteroid | 14499 Satotoshio | 2.0 | 7.0 | 40573.0 |
| asteroid | 15506 Preygel | 2.0 | 6.0 | 40573.0 |
| asteroid | 16077 Arayhamilton | 2.0 | 6.0 | 40573.0 |
| asteroid | 16090 Lukaszewski | 2.0 | 6.0 | 40573.0 |
| asteroid | 1820 Lohmann | 2.0 | 6.0 | 40573.0 |
| asteroid | 18294 Rudenko | 2.0 | 6.0 | 40573.0 |
| asteroid | 1865 Cerberus | 2.0 | 7.0 | 40573.0 |
| asteroid | 18699 Quigley | 1.0 | 5.0 | 40573.0 |
| asteroid | 19 Fortuna | 2.0 | 8.0 | 40573.0 |
| asteroid | 19425 Nicholasrapp | 2.0 | 6.0 | 40573.0 |
| asteroid | 20536 Tracicarter | 2.0 | 6.0 | 40573.0 |
| asteroid | 210432 Dietmarhopp | 1.0 | 5.0 | 40573.0 |
| asteroid | 21856 Heathermaria | 2.0 | 6.0 | 40573.0 |
| asteroid | 23011 Petach | 2.0 | 6.0 | 40573.0 |
| asteroid | 23133 Rishinbehl | 2.0 | 6.0 | 40573.0 |
| asteroid | 23213 Ameliachang | 2.0 | 6.0 | 40573.0 |
| asteroid | 23769 Russellbabb | 2.0 | 6.0 | 40573.0 |
| asteroid | 23773 Sarugaku | 2.0 | 6.0 | 40573.0 |
| asteroid | 24249 Bobbiolson | 2.0 | 5.0 | 40573.0 |
| asteroid | 24318 Vivianlee | 2.0 | 6.0 | 40573.0 |
| asteroid | 25417 Coquillette | 2.0 | 6.0 | 40573.0 |
| asteroid | 2545 Verbiest | 2.0 | 6.0 | 40573.0 |
| asteroid | 25620 Jayaprakash | 2.0 | 6.0 | 40573.0 |
| asteroid | 25925 Jamesfenska | 2.0 | 6.0 | 40573.0 |
| asteroid | 25931 Peterhu | 2.0 | 6.0 | 40573.0 |
| asteroid | 26283 Oswalt | 2.0 | 6.0 | 40573.0 |
| asteroid | 2640 Hällström | 2.0 | 7.0 | 40573.0 |
| asteroid | 27277 Pattybrown | 2.0 | 6.0 | 40573.0 |
| asteroid | 2823 van der Laan | 2.0 | 9.0 | 40573.0 |
| asteroid | 28644 Michaelzhang | 2.0 | 6.0 | 40573.0 |
| asteroid | 28800 Speth | 2.0 | 6.0 | 40573.0 |
| asteroid | 28823 Archibald | 2.0 | 6.0 | 40573.0 |
| asteroid | 29132 Bradpitt | 2.0 | 6.0 | 40573.0 |
| asteroid | 29438 Zhengjia | 2.0 | 6.0 | 40573.0 |
| asteroid | 29880 Andytran | 2.0 | 6.0 | 40573.0 |
| asteroid | 30211 Sheilah | 2.0 | 6.0 | 40573.0 |
| asteroid | 30241 Donnamower | 2.0 | 6.0 | 40573.0 |
| asteroid | 30441 Curly | 2.0 | 7.0 | 40573.0 |
| asteroid | 31491 Demessie | 2.0 | 6.0 | 40573.0 |
| asteroid | 31823 Viète | 2.0 | 7.0 | 40573.0 |
| asteroid | 32428 Peterlangley | 2.0 | 6.0 | 40573.0 |
| asteroid | 32807 Quarenghi | 2.0 | 7.0 | 40573.0 |
| asteroid | 3338 Richter | 2.0 | 7.0 | 40573.0 |
| asteroid | 3370 Kohsai | 2.0 | 7.0 | 40573.0 |
| asteroid | 34220 Pelagiamajoni | 2.0 | 6.0 | 40573.0 |
| asteroid | 34258 Pentland | 2.0 | 6.0 | 40573.0 |
| asteroid | 34273 Franklynwang | 2.0 | 6.0 | 40573.0 |
| asteroid | 34696 Risoldi | 2.0 | 7.0 | 40573.0 |
| asteroid | 34846 Vincent | 2.0 | 6.0 | 40573.0 |
| asteroid | 35403 Latimer | 2.0 | 6.0 | 40573.0 |
| asteroid | 3589 Loyola | 2.0 | 6.0 | 40573.0 |
| asteroid | 3792 Preston | 2.0 | 7.0 | 40573.0 |
| asteroid | 38 Leda | 2.0 | 7.0 | 40573.0 |
| asteroid | 3846 Hazel | 2.0 | 6.0 | 40573.0 |
| asteroid | 3862 Agekian | 2.0 | 6.0 | 40573.0 |
| album | 3rd: Love Escalation! | 2.0 | 5.0 | 49063.0 |
| asteroid | 4108 Rakos | 2.0 | 8.0 | 40573.0 |
| asteroid | 431 Nephele | 2.0 | 7.0 | 40573.0 |
| asteroid | 4419 Allancook | 2.0 | 6.0 | 40573.0 |
| asteroid | 4494 Marimo | 2.0 | 6.0 | 40573.0 |
| asteroid | 4578 Kurashiki | 2.0 | 7.0 | 40573.0 |
| asteroid | 4686 Maisica | 2.0 | 6.0 | 40573.0 |
| asteroid | 475 Ocllo | 2.0 | 6.0 | 40573.0 |
| asteroid | 5009 Sethos | 2.0 | 9.0 | 40573.0 |
| asteroid | 5497 Sararussell | 2.0 | 6.0 | 40573.0 |
| asteroid | 5671 Chanal | 2.0 | 5.0 | 40573.0 |
| asteroid | 5736 Sanford | 2.0 | 6.0 | 40573.0 |
| asteroid | 6056 Donatello | 2.0 | 9.0 | 40573.0 |
| asteroid | 6164 Gerhardmüller | 2.0 | 6.0 | 40573.0 |
| asteroid | 618 Elfriede | 2.0 | 6.0 | 40573.0 |
| asteroid | 6207 Bourvil | 2.0 | 7.0 | 40573.0 |
| asteroid | 7620 Willaert | 2.0 | 9.0 | 40573.0 |
| asteroid | 7796 Járacimrman | 2.0 | 7.0 | 40573.0 |
| asteroid | 78125 Salimbeni | 1.0 | 4.0 | 40573.0 |
| asteroid | 7901 Konnai | 2.0 | 6.0 | 40573.0 |
| asteroid | 7960 Condorcet | 2.0 | 7.0 | 40573.0 |
| asteroid | 8284 Cranach | 2.0 | 7.0 | 40573.0 |
| asteroid | 8579 Hieizan | 2.0 | 7.0 | 40573.0 |
| asteroid | 8599 Riparia | 2.0 | 9.0 | 40573.0 |
| asteroid | 8930 Kubota | 2.0 | 6.0 | 40573.0 |
| asteroid | 8999 Tashadunn | 2.0 | 6.0 | 40573.0 |
| asteroid | 9147 Kourakuen | 2.0 | 7.0 | 40573.0 |
| asteroid | 9225 Daiki | 2.0 | 6.0 | 40573.0 |
| asteroid | 924 Toni | 2.0 | 6.0 | 40573.0 |
| asteroid | 9346 Fernandel | 2.0 | 7.0 | 40573.0 |
| asteroid | 9945 Karinaxavier | 2.0 | 6.0 | 40573.0 |
| single | A Looking in View | 1.0 | 4.0 | 38372.0 |
| album | A New Day Yesterday | 1.0 | 5.0 | 49063.0 |
| album | A Night on the Town | 4.0 | 10.0 | 49063.0 |
| album | A Night on the Town | 4.0 | 10.0 | 49063.0 |
| album | A Nod Is As Good As a Wink... to a Blind Horse | 2.0 | 5.0 | 49063.0 |
| album | A Winter Romance | 2.0 | 3.0 | 49063.0 |
| human | A.O. Segerberg | 9.0 | 5.0 | 251915.0 |
| human | Abby Elliott | 2.0 | 6.0 | 251915.0 |
| human | Abo-shinnō | 4.0 | 6.0 | 251915.0 |
| human | Abram Room | 3.0 | 12.0 | 251915.0 |
| human | Abram van Rijckevorsel | 1.0 | 6.0 | 251915.0 |
| film | Ace Attorney | 9.0 | 19.0 | 13894.0 |
| human | Adam Williams | 13.0 | 23.0 | 251915.0 |
| human | Adam Williams | 13.0 | 23.0 | 251915.0 |
| human | Adam Williams | 13.0 | 23.0 | 251915.0 |
| human | Adele Astaire | 5.0 | 15.0 | 251915.0 |
| human | Adolf Svoboda | 1.0 | 10.0 | 251915.0 |
| human | Adolf von Blome | 1.0 | 8.0 | 251915.0 |
| human | Adrian Carmack | 1.0 | 6.0 | 251915.0 |
| human | Adriean Videanu | 1.0 | 7.0 | 251915.0 |
| human | Adèle Reinhardt | 4.0 | 4.0 | 251915.0 |
| human | Adélard Godbout | 1.0 | 11.0 | 251915.0 |
| album | Afraid of Sunlight | 1.0 | 6.0 | 49063.0 |
| album | African Cookbook | 1.0 | 4.0 | 49063.0 |
| human | Afshan Azad | 2.0 | 8.0 | 251915.0 |
| human | Agda Helin | 2.0 | 4.0 | 251915.0 |
| human | Agnes of Baden | 1.0 | 6.0 | 251915.0 |
| human | Agnes of Kuenring | 2.0 | 5.0 | 251915.0 |
| human | Agnieszka Sitek | 1.0 | 5.0 | 251915.0 |
| album | Ain't Nothin' Like Me | 2.0 | 5.0 | 49063.0 |
| album | Ainult unustamiseks | 1.0 | 3.0 | 49063.0 |
| human | Akhil Reed Amar | 1.0 | 7.0 | 251915.0 |
| human | Akimi Yoshida | 4.0 | 9.0 | 251915.0 |
| human | Akinobu Uraka | 1.0 | 7.0 | 251915.0 |
| human | Akinori Iwamura | 1.0 | 7.0 | 251915.0 |
| human | Al Santos | 3.0 | 17.0 | 251915.0 |
| human | Al Santos | 3.0 | 17.0 | 251915.0 |
| human | Al-Khayzuran | 3.0 | 5.0 | 251915.0 |
| human | Alan Garner | 5.0 | 25.0 | 251915.0 |
| human | Alan Garner | 5.0 | 25.0 | 251915.0 |
| human | Alan Garner | 5.0 | 25.0 | 251915.0 |
| human | Alan Mills | 1.0 | 19.0 | 251915.0 |
| human | Alan Mills | 1.0 | 19.0 | 251915.0 |
| human | Alan Mills | 1.0 | 19.0 | 251915.0 |
| human | Alan Morinis | 1.0 | 6.0 | 251915.0 |
| human | Alaungpaya | 6.0 | 13.0 | 251915.0 |
| human | Albert Cossery | 2.0 | 10.0 | 251915.0 |
| human | Albert Duquesne | 2.0 | 3.0 | 251915.0 |
| human | Albert Fennell | 7.0 | 3.0 | 251915.0 |
| human | Albert Lindhagen | 6.0 | 16.0 | 251915.0 |
| human | Albert Rueprecht | 16.0 | 7.0 | 251915.0 |
| human | Alejandro Goic | 3.0 | 12.0 | 251915.0 |
| human | Alejandro Goic | 3.0 | 12.0 | 251915.0 |
| human | Alejandro Matas Britos | 1.0 | 5.0 | 251915.0 |
| human | Alejandro Portero Igual | 1.0 | 6.0 | 251915.0 |
| human | Aleksandr Boyarsky | 1.0 | 8.0 | 251915.0 |
| human | Alena Procházková | 1.0 | 9.0 | 251915.0 |
| human | Alexander Fehling | 6.0 | 6.0 | 251915.0 |
| human | Alexander Moissi | 2.0 | 11.0 | 251915.0 |
| human | Alexandra Powers | 6.0 | 6.0 | 251915.0 |
| human | Alexandre Bertrand | 4.0 | 14.0 | 251915.0 |
| human | Alexandre-François Desportes | 1.0 | 8.0 | 251915.0 |
| human | Alfonso Cassini | 33.0 | 7.0 | 251915.0 |
| human | Alfonso II d'Este | 2.0 | 8.0 | 251915.0 |
| human | Alfonso XI of Castile | 12.0 | 20.0 | 251915.0 |
| human | Alfred Horatio Belo | 1.0 | 6.0 | 251915.0 |
| human | Alfred Meyer | 1.0 | 29.0 | 251915.0 |
| human | Alfred Meyer | 1.0 | 29.0 | 251915.0 |
| human | Alfred Meyer | 1.0 | 29.0 | 251915.0 |
| human | Alfred Zeisler | 14.0 | 9.0 | 251915.0 |
| human | Alfred, Hereditary Prince of Saxe-Coburg and Gotha | 4.0 | 11.0 | 251915.0 |
| human | Alice Pike Barney | 3.0 | 9.0 | 251915.0 |
| single | All of Me (Boy Oh Boy) | 1.0 | 4.0 | 38372.0 |
| commune of France | Allaire | 9.0 | 10.0 | 32436.0 |
| commune of France | Alligny-en-Morvan | 2.0 | 4.0 | 32436.0 |
| human | Allison Anders | 9.0 | 9.0 | 251915.0 |
| human | Amable | 3.0 | 8.0 | 251915.0 |
| human | Amanda Walsh | 8.0 | 6.0 | 251915.0 |
| single | Amanojaku | 1.0 | 5.0 | 38372.0 |
| taxon | Amaryllis | 5.0 | 20.0 | 14226.0 |
| taxon | Amaryllis | 5.0 | 20.0 | 14226.0 |
| single | Amaryllis | 5.0 | 20.0 | 38372.0 |
| album | Amaryllis | 5.0 | 20.0 | 49063.0 |
| album | Amaryllis | 5.0 | 20.0 | 49063.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| single | Amazing | 14.0 | 45.0 | 38372.0 |
| album | Amazing | 14.0 | 45.0 | 49063.0 |
| album | Amazing | 14.0 | 45.0 | 49063.0 |
| human | Ameinias of Athens | 4.0 | 7.0 | 251915.0 |
| album | Amor y rock and roll | 2.0 | 5.0 | 49063.0 |
| single | Amulet | 3.0 | 9.0 | 38372.0 |
| human | Anastasia of Serbia | 4.0 | 9.0 | 251915.0 |
| human | Andrea Ahmann | 1.0 | 7.0 | 251915.0 |
| human | Andrea Costantini | 4.0 | 7.0 | 251915.0 |
| human | Andrew Dasburg | 1.0 | 10.0 | 251915.0 |
| human | Andrew Divoff | 24.0 | 7.0 | 251915.0 |
| human | Andriy Bandera | 4.0 | 9.0 | 251915.0 |
| human | Andronikos II of Trebizond | 4.0 | 7.0 | 251915.0 |
| human | András Fricsay | 3.0 | 6.0 | 251915.0 |
| human | André Forcier | 8.0 | 8.0 | 251915.0 |
| human | André Hazes | 4.0 | 11.0 | 251915.0 |
| human | André-Paul Antoine | 8.0 | 11.0 | 251915.0 |
| human | Andrés Cuevas González | 1.0 | 4.0 | 251915.0 |
| single | Angels & Stars | 3.0 | 8.0 | 38372.0 |
| single | Angels' Story | 1.0 | 4.0 | 38372.0 |
| single | Anima Rossa | 2.0 | 6.0 | 38372.0 |
| album | Animetal Marathon V | 2.0 | 5.0 | 49063.0 |
| taxon | Anisogammaridae | 8.0 | 3.0 | 14226.0 |
| human | Anita Gillette | 8.0 | 8.0 | 251915.0 |
| human | Anita Laurenzi | 2.0 | 5.0 | 251915.0 |
| human | Ann Rinaldi | 7.0 | 5.0 | 251915.0 |
| human | Anne Goursaud | 3.0 | 7.0 | 251915.0 |
| human | Anne of Lorraine, duchess of Aumale | 5.0 | 9.0 | 251915.0 |
| human | Annie Degroote | 2.0 | 6.0 | 251915.0 |
| human | Annie Dufresne | 3.0 | 6.0 | 251915.0 |
| human | Annie Rosar | 31.0 | 8.0 | 251915.0 |
| album | Anodyne | 1.0 | 9.0 | 49063.0 |
| human | Ans Kremer | 6.0 | 5.0 | 251915.0 |
| human | Anthonie Verstraelen | 1.0 | 8.0 | 251915.0 |
| single | Anthonio | 2.0 | 4.0 | 38372.0 |
| human | Anthony Andrews | 14.0 | 9.0 | 251915.0 |
| human | Anthony I, Count of Ligny | 4.0 | 8.0 | 251915.0 |
| human | Antipater of Tarsus | 3.0 | 6.0 | 251915.0 |
| human | Antoine Balpêtré | 40.0 | 9.0 | 251915.0 |
| human | Antonin Lovrier | 1.0 | 8.0 | 251915.0 |
| human | Antonio Rey González | 1.0 | 6.0 | 251915.0 |
| commune of France | Antrenas | 3.0 | 5.0 | 32436.0 |
| human | António Lobo Antunes | 1.0 | 11.0 | 251915.0 |
| human | Anushka Sharma | 8.0 | 9.0 | 251915.0 |
| single | Anything but Mine | 2.0 | 6.0 | 38372.0 |
| single | Anywhere Is | 2.0 | 6.0 | 38372.0 |
| album | Apart | 2.0 | 13.0 | 49063.0 |
| film | Apart | 2.0 | 13.0 | 13894.0 |
| taxon | Apinae | 18.0 | 3.0 | 14226.0 |
| human | Apphia Yu | 1.0 | 4.0 | 251915.0 |
| human | April Grace | 12.0 | 6.0 | 251915.0 |
| taxon | Arales | 2.0 | 3.0 | 14226.0 |
| commune of France | Arbourse | 1.0 | 4.0 | 32436.0 |
| commune of France | Archettes | 2.0 | 4.0 | 32436.0 |
| human | Archibald Primrose, 5th Earl of Rosebery | 2.0 | 13.0 | 251915.0 |
| human | Are Hilstad | 1.0 | 5.0 | 251915.0 |
| commune of France | Argenton | 2.0 | 3.0 | 32436.0 |
| human | Aristobulus of Chalcis | 2.0 | 4.0 | 251915.0 |
| street | Arlersteeg | 1.0 | 4.0 | 16483.0 |
| human | Arne Mattsson | 10.0 | 8.0 | 251915.0 |
| human | Arnold Pinnock | 5.0 | 6.0 | 251915.0 |
| human | Artaxerxes I of Persia | 4.0 | 7.0 | 251915.0 |
| human | Artur Olech | 1.0 | 11.0 | 251915.0 |
| human | Arturo de Córdova | 19.0 | 8.0 | 251915.0 |
| commune of France | Arzacq-Arraziguet | 3.0 | 4.0 | 32436.0 |
| album | Asian Dreamer | 2.0 | 5.0 | 49063.0 |
| human | Asiya bint Muzahim | 1.0 | 4.0 | 251915.0 |
| commune of France | Assigny | 5.0 | 8.0 | 32436.0 |
| human | Atiqah Hasiholan | 3.0 | 5.0 | 251915.0 |
| commune of France | Auchy-la-Montagne | 1.0 | 4.0 | 32436.0 |
| human | Audouin Dollfus | 1.0 | 7.0 | 251915.0 |
| commune of France | Audun-le-Roman | 8.0 | 13.0 | 32436.0 |
| human | Augustus the Younger, Duke of Brunswick-Lüneburg | 8.0 | 20.0 | 251915.0 |
| human | Austin M. Purves, Jr. | 2.0 | 6.0 | 251915.0 |
| commune of France | Aventignan | 2.0 | 5.0 | 32436.0 |
| commune of France | Avondance | 2.0 | 4.0 | 32436.0 |
| commune of France | Awala-Yalimapo | 2.0 | 4.0 | 32436.0 |
| taxon | Azalea | 2.0 | 3.0 | 14226.0 |
| commune of France | Azé | 2.0 | 4.0 | 32436.0 |
| single | BGM | 3.0 | 10.0 | 38372.0 |
| album | BGM | 3.0 | 10.0 | 49063.0 |
| human | Baba Saad | 2.0 | 6.0 | 251915.0 |
| single | Baby by Me | 2.0 | 9.0 | 38372.0 |
| album | Back for More | 3.0 | 9.0 | 49063.0 |
| album | Back for More | 3.0 | 9.0 | 49063.0 |
| human | Banksy | 3.0 | 13.0 | 251915.0 |
| single | Banquet | 4.0 | 10.0 | 38372.0 |
| album | Banquet | 4.0 | 10.0 | 49063.0 |
| commune of France | Bar-le-Duc | 77.0 | 9.0 | 32436.0 |
| human | Barbara Adolph | 8.0 | 6.0 | 251915.0 |
| human | Barbara London | 1.0 | 14.0 | 251915.0 |
| human | Barbara London | 1.0 | 14.0 | 251915.0 |
| commune of France | Barges | 2.0 | 8.0 | 32436.0 |
| commune of France | Barges | 2.0 | 8.0 | 32436.0 |
| commune of France | Barjac | 19.0 | 24.0 | 32436.0 |
| commune of France | Barjac | 19.0 | 24.0 | 32436.0 |
| commune of France | Barjac | 19.0 | 24.0 | 32436.0 |
| taxon | Basiliscus | 1.0 | 7.0 | 14226.0 |
| human | Basiliscus | 1.0 | 7.0 | 251915.0 |
| album | Be Ready Boys: Appalachia to Abilene | 2.0 | 5.0 | 49063.0 |
| human | Beata Schimscheiner | 1.0 | 5.0 | 251915.0 |
| human | Beatriz Michelena | 2.0 | 9.0 | 251915.0 |
| commune of France | Beaumont-de-Lomagne | 7.0 | 5.0 | 32436.0 |
| single | Beer for My Horses | 2.0 | 20.0 | 38372.0 |
| film | Beer for My Horses | 2.0 | 20.0 | 13894.0 |
| film | Before I Go to Sleep | 1.0 | 23.0 | 13894.0 |
| commune of France | Belmontet | 1.0 | 4.0 | 32436.0 |
| human | Benedikt Gollhardt | 1.0 | 5.0 | 251915.0 |
| human | Benito Sagredo | 1.0 | 4.0 | 251915.0 |
| human | Beppe Cardile | 1.0 | 7.0 | 251915.0 |
| human | Bernadette Paaßen | 2.0 | 5.0 | 251915.0 |
| human | Bernard of Świdnica | 11.0 | 13.0 | 251915.0 |
| human | Bernd Förster | 1.0 | 15.0 | 251915.0 |
| commune of France | Berville | 4.0 | 5.0 | 32436.0 |
| commune of France | Beuvillers | 8.0 | 14.0 | 32436.0 |
| commune of France | Beuvillers | 8.0 | 14.0 | 32436.0 |
| human | Beverley Callard | 1.0 | 5.0 | 251915.0 |
| human | Bhim Singh Rana | 1.0 | 5.0 | 251915.0 |
| human | Big Pokey | 1.0 | 4.0 | 251915.0 |
| film | Bill Bergson Lives Dangerously | 2.0 | 37.0 | 13894.0 |
| film | Bill Bergson Lives Dangerously | 2.0 | 37.0 | 13894.0 |
| human | Bill Chott | 3.0 | 4.0 | 251915.0 |
| human | Bill Mason | 7.0 | 12.0 | 251915.0 |
| human | Bill Mason | 7.0 | 12.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| human | Bill Williams | 22.0 | 46.0 | 251915.0 |
| album | Billy Breathes | 1.0 | 4.0 | 49063.0 |
| human | Billy Wirth | 7.0 | 6.0 | 251915.0 |
| township in China | Bingcun | 1.0 | 3.0 | 19553.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| street | Binnenweg | 23.0 | 35.0 | 16483.0 |
| commune of France | Bize | 4.0 | 9.0 | 32436.0 |
| commune of France | Bize | 4.0 | 9.0 | 32436.0 |
| human | Bjørg Tingstad | 1.0 | 4.0 | 251915.0 |
| album | Black Moses | 1.0 | 4.0 | 49063.0 |
| taxon | Blattodea | 8.0 | 4.0 | 14226.0 |
| album | Blazon Stone | 2.0 | 5.0 | 49063.0 |
| commune of France | Blincourt | 1.0 | 4.0 | 32436.0 |
| single | Blue Suede Shoes | 1.0 | 5.0 | 38372.0 |
| human | Bob Stephenson | 7.0 | 32.0 | 251915.0 |
| human | Bob Stephenson | 7.0 | 32.0 | 251915.0 |
| human | Bob Stephenson | 7.0 | 32.0 | 251915.0 |
| human | Bob Stephenson | 7.0 | 32.0 | 251915.0 |
| human | Bobby Andrews | 4.0 | 6.0 | 251915.0 |
| human | Bobby Roth | 20.0 | 7.0 | 251915.0 |
| human | Bodil Steensen-Leth | 1.0 | 5.0 | 251915.0 |
| human | Bogy | 6.0 | 12.0 | 251915.0 |
| commune of France | Bogy | 6.0 | 12.0 | 32436.0 |
| album | Book of Angels | 1.0 | 3.0 | 49063.0 |
| human | Boris Isaković | 16.0 | 5.0 | 251915.0 |
| taxon | Borsoniidae | 9.0 | 3.0 | 14226.0 |
| human | Boualem Sansal | 1.0 | 8.0 | 251915.0 |
| commune of France | Boulin | 2.0 | 5.0 | 32436.0 |
| human | Boyd Morgan | 4.0 | 10.0 | 251915.0 |
| human | Bradford Dillman | 38.0 | 8.0 | 251915.0 |
| album | Break a Dawn | 2.0 | 4.0 | 49063.0 |
| human | Brendan James | 5.0 | 12.0 | 251915.0 |
| album | Brendan James | 5.0 | 12.0 | 49063.0 |
| human | Brian Freeman | 1.0 | 13.0 | 251915.0 |
| human | Brian Freeman | 1.0 | 13.0 | 251915.0 |
| human | Brian Harold Mason | 2.0 | 13.0 | 251915.0 |
| human | Brian Michael Bendis | 1.0 | 8.0 | 251915.0 |
| human | Brian Tyler | 8.0 | 16.0 | 251915.0 |
| human | Brian Tyler | 8.0 | 16.0 | 251915.0 |
| human | Bruce Degen | 3.0 | 4.0 | 251915.0 |
| human | Bruno Hübner | 16.0 | 15.0 | 251915.0 |
| human | Bruno Hübner | 16.0 | 15.0 | 251915.0 |
| human | Bruno Wolkowitch | 13.0 | 8.0 | 251915.0 |
| human | Bryan Gregory | 1.0 | 6.0 | 251915.0 |
| album | Bud Powell's Moods | 1.0 | 4.0 | 49063.0 |
| single | Bumble Bees | 1.0 | 4.0 | 38372.0 |
| street | Burgemeester van Rijnsingel | 3.0 | 4.0 | 16483.0 |
| single | Burning Bridges | 7.0 | 25.0 | 38372.0 |
| album | Burning Bridges | 7.0 | 25.0 | 49063.0 |
| album | Burning Bridges | 7.0 | 25.0 | 49063.0 |
| album | Burning Bridges | 7.0 | 25.0 | 49063.0 |
| commune of France | By | 2.0 | 5.0 | 32436.0 |
| film | Byl jednou jeden král… | 1.0 | 7.0 | 13894.0 |
| human | Bárbara Lennie | 2.0 | 6.0 | 251915.0 |
| commune of France | Bélarga | 3.0 | 5.0 | 32436.0 |
| human | Cabral Ibacka | 1.0 | 6.0 | 251915.0 |
| taxon | Cajamarca | 28.0 | 30.0 | 14226.0 |
| street | Camminghastraat | 6.0 | 4.0 | 16483.0 |
| single | Can Can/Promise You | 2.0 | 4.0 | 38372.0 |
| single | Can It Be All So Simple | 2.0 | 5.0 | 38372.0 |
| commune of France | Cappel | 6.0 | 12.0 | 32436.0 |
| commune of France | Capvern | 3.0 | 5.0 | 32436.0 |
| taxon | Caracal | 7.0 | 13.0 | 14226.0 |
| human | Carita Holmström | 1.0 | 9.0 | 251915.0 |
| human | Carl Craig | 2.0 | 9.0 | 251915.0 |
| human | Carl Spitzweg | 7.0 | 10.0 | 251915.0 |
| human | Carl-Herbert Dieden | 2.0 | 5.0 | 251915.0 |
| human | Carla Bartheel | 1.0 | 8.0 | 251915.0 |
| human | Carmen Franco, 1st Duchess of Franco | 6.0 | 12.0 | 251915.0 |
| human | Caroline Munro | 14.0 | 8.0 | 251915.0 |
| human | Carsten Sieling | 1.0 | 11.0 | 251915.0 |
| commune of France | Casalabriva | 2.0 | 3.0 | 32436.0 |
| commune of France | Castelnau-de-Montmiral | 3.0 | 4.0 | 32436.0 |
| Wikimedia category | Category:2010s in the United Kingdom | 10.0 | 3.0 | 14602.0 |
| Wikimedia category | Category:April 29, 2010 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:August 26, 2008 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:British Islands | 1.0 | 3.0 | 14602.0 |
| Wikimedia category | Category:Brown algae | 1.0 | 2.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Bentivoglio | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Borgo Tossignano | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Cantù | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Carcare | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Castel Ritaldi | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Chiari, Lombardy | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Clusone | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Coeur d'Alene | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Dießen am Ammersee | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Don Benito | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Douai | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Framura | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Gabrovo | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Garlasco | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Governorate of Livonia | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Kirkkonummi | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Ksar el-Kebir | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Kyzylorda Province | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Königs Wusterhausen | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Lake Havasu City | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Lorenzago di Cadore | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Lyons-la-Forêt | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Manchester | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Mukacheve Raion | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Nanping | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Oristano | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Rolampont | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Sondika | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Struga | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Toano | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Deaths in Vitoria-Gasteiz | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:February 16, 2008 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:February 9, 2015 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Fictional mammals | 2.0 | 2.0 | 14602.0 |
| Wikimedia category | Category:Films set in Lebanon | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Films set in Marseille | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Bahrain | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Melun | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Philadelphia | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Potenza | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Rio Grande do Sul | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Films shot in San Diego | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Films shot in South Dakota | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Films shot in Trentino-South Tyrol | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:Jordanian people | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:July 30, 2008 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:June 29, 2010 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:March 16, 2011 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:March 28, 2006 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:May 10, 2005 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:October 18, 2005 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:People from Michalovce | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:People from Sigulda | 1.0 | 4.0 | 14602.0 |
| Wikimedia category | Category:September 20, 2010 | 2.0 | 5.0 | 14602.0 |
| Wikimedia category | Category:Two and a Half Men characters | 1.0 | 4.0 | 14602.0 |
| human | Catherine Sutherland | 2.0 | 6.0 | 251915.0 |
| album | Caught You | 2.0 | 5.0 | 49063.0 |
| human | Cayo Lara | 1.0 | 9.0 | 251915.0 |
| commune of France | Cazevieille | 2.0 | 5.0 | 32436.0 |
| commune of France | Ceillac | 9.0 | 11.0 | 32436.0 |
| human | Celeste Cid | 1.0 | 6.0 | 251915.0 |
| commune of France | Ceyssac | 1.0 | 4.0 | 32436.0 |
| commune of France | Ceyzérieu | 12.0 | 13.0 | 32436.0 |
| commune of France | Chambolle-Musigny | 3.0 | 6.0 | 32436.0 |
| commune of France | Chameyrat | 8.0 | 10.0 | 32436.0 |
| human | Chandni | 3.0 | 18.0 | 251915.0 |
| film | Chandni | 3.0 | 18.0 | 13894.0 |
| human | Chandra Wilson | 5.0 | 8.0 | 251915.0 |
| township in China | Changdong Town | 1.0 | 3.0 | 19553.0 |
| commune of France | Chantraines | 2.0 | 5.0 | 32436.0 |
| commune of France | Chapelle-Royale | 1.0 | 4.0 | 32436.0 |
| human | Charles Berkeley, 2nd Earl of Berkeley | 7.0 | 17.0 | 251915.0 |
| human | Charles Planat | 1.0 | 11.0 | 251915.0 |
| human | Charles Wellford Leavitt | 2.0 | 7.0 | 251915.0 |
| human | Charles William, Duke of Saxe-Meiningen | 4.0 | 15.0 | 251915.0 |
| human | Charles, Prince of Rochefort | 3.0 | 5.0 | 251915.0 |
| human | Charlotte Chaffanjon | 1.0 | 10.0 | 251915.0 |
| human | Charlotte Desmares | 1.0 | 11.0 | 251915.0 |
| commune of France | Charnay | 6.0 | 8.0 | 32436.0 |
| commune of France | Charnay | 6.0 | 8.0 | 32436.0 |
| commune of France | Chauvigny | 8.0 | 8.0 | 32436.0 |
| commune of France | Chauvincourt-Provemont | 2.0 | 4.0 | 32436.0 |
| album | Chelsea Girl | 2.0 | 7.0 | 49063.0 |
| human | Chen Yannian | 1.0 | 5.0 | 251915.0 |
| commune of France | Chesnois-Auboncourt | 7.0 | 11.0 | 32436.0 |
| album | Chicago VIII | 2.0 | 5.0 | 49063.0 |
| human | Chikuhei Nakajima | 1.0 | 5.0 | 251915.0 |
| album | Chimney's Afire | 1.0 | 4.0 | 49063.0 |
| human | Chintila | 1.0 | 6.0 | 251915.0 |
| commune of France | Chiry-Ourscamp | 3.0 | 4.0 | 32436.0 |
| taxon | Chitonina | 3.0 | 4.0 | 14226.0 |
| taxon | Chloranthaceae | 4.0 | 6.0 | 14226.0 |
| human | Chlothar I | 20.0 | 26.0 | 251915.0 |
| commune of France | Chouain | 6.0 | 9.0 | 32436.0 |
| human | Chris Ofili | 1.0 | 10.0 | 251915.0 |
| human | Chris Petersen | 2.0 | 17.0 | 251915.0 |
| human | Chris Petersen | 2.0 | 17.0 | 251915.0 |
| human | Chris Petersen | 2.0 | 17.0 | 251915.0 |
| human | Chris Thomas | 4.0 | 30.0 | 251915.0 |
| human | Chris Thomas | 4.0 | 30.0 | 251915.0 |
| human | Chris Thomas | 4.0 | 30.0 | 251915.0 |
| human | Chris Thomas | 4.0 | 30.0 | 251915.0 |
| human | Christiaen Jansz van Bieselingen | 1.0 | 7.0 | 251915.0 |
| human | Christian Décamps | 1.0 | 8.0 | 251915.0 |
| human | Christian Erickson | 2.0 | 6.0 | 251915.0 |
| human | Christian Lorenz | 1.0 | 8.0 | 251915.0 |
| human | Christian Pikes | 2.0 | 5.0 | 251915.0 |
| human | Christian Schramm | 1.0 | 7.0 | 251915.0 |
| human | Christian Stolte | 5.0 | 6.0 | 251915.0 |
| human | Christine Carère | 16.0 | 7.0 | 251915.0 |
| human | Christine Haas | 2.0 | 5.0 | 251915.0 |
| human | Christoph Ahlhaus | 2.0 | 10.0 | 251915.0 |
| human | Christoph Schönborn | 1.0 | 18.0 | 251915.0 |
| human | Christoph Zrenner | 1.0 | 5.0 | 251915.0 |
| human | Christopher Cornford | 4.0 | 6.0 | 251915.0 |
| human | Christopher Hewett | 4.0 | 8.0 | 251915.0 |
| human | Christopher Monger | 3.0 | 7.0 | 251915.0 |
| commune of France | Châteaubourg | 10.0 | 12.0 | 32436.0 |
| commune of France | Châteaubourg | 10.0 | 12.0 | 32436.0 |
| commune of France | Châteauneuf-Miravail | 8.0 | 11.0 | 32436.0 |
| commune of France | Châteauneuf-Val-de-Bargis | 3.0 | 5.0 | 32436.0 |
| human | Cinzia De Carolis | 10.0 | 7.0 | 251915.0 |
| album | Cirrus | 2.0 | 5.0 | 49063.0 |
| commune of France | Clansayes | 1.0 | 3.0 | 32436.0 |
| single | Clap Yo Hands | 2.0 | 5.0 | 38372.0 |
| human | Claude Lamoral, 3rd Prince of Ligne | 3.0 | 11.0 | 251915.0 |
| human | Claude Santelli | 1.0 | 7.0 | 251915.0 |
| human | Claude-Jean Philippe | 3.0 | 9.0 | 251915.0 |
| human | Claudio Pizarro | 1.0 | 12.0 | 251915.0 |
| human | Claus Friedrich von Reden | 1.0 | 7.0 | 251915.0 |
| commune of France | Claville | 2.0 | 4.0 | 32436.0 |
| human | Clement Hurd | 4.0 | 6.0 | 251915.0 |
| single | Clockwork | 1.0 | 12.0 | 38372.0 |
| single | Clown Prince | 1.0 | 4.0 | 38372.0 |
| human | Clémence Bretécher | 2.0 | 6.0 | 251915.0 |
| taxon | Coccinellidae | 36.0 | 3.0 | 14226.0 |
| taxon | Coccotremataceae | 1.0 | 3.0 | 14226.0 |
| taxon | Colubridae | 22.0 | 4.0 | 14226.0 |
| commune of France | Condette | 2.0 | 4.0 | 32436.0 |
| human | Conrad II, Count of Oldenburg | 3.0 | 8.0 | 251915.0 |
| human | Consort Qi | 5.0 | 9.0 | 251915.0 |
| album | Conspiritus | 1.0 | 3.0 | 49063.0 |
| human | Constantin Melnik | 1.0 | 10.0 | 251915.0 |
| commune of France | Corbère | 7.0 | 11.0 | 32436.0 |
| human | Cornelia Stuyvesant Vanderbilt | 4.0 | 8.0 | 251915.0 |
| human | Corrado Guarducci | 21.0 | 6.0 | 251915.0 |
| commune of France | Corre | 1.0 | 5.0 | 32436.0 |
| human | Cory Monteith | 4.0 | 11.0 | 251915.0 |
| human | Countess Claudine Rhédey von Kis-Rhéde | 2.0 | 8.0 | 251915.0 |
| human | Countess Ermesinde II, Countess of Luxembourg | 6.0 | 9.0 | 251915.0 |
| human | Craig Pearce | 4.0 | 6.0 | 251915.0 |
| single | Crimson and Clover | 2.0 | 5.0 | 38372.0 |
| commune of France | Criquetot-sur-Ouville | 2.0 | 3.0 | 32436.0 |
| single | Crisis | 7.0 | 59.0 | 38372.0 |
| album | Crisis | 7.0 | 59.0 | 49063.0 |
| film | Crisis | 7.0 | 59.0 | 13894.0 |
| film | Crisis | 7.0 | 59.0 | 13894.0 |
| single | Cross Over | 2.0 | 12.0 | 38372.0 |
| album | Crusade | 6.0 | 34.0 | 49063.0 |
| album | Cybernetic Dreams of Pi | 1.0 | 3.0 | 49063.0 |
| taxon | Cyrillaceae | 1.0 | 5.0 | 14226.0 |
| human | César Herráiz Pujol | 1.0 | 5.0 | 251915.0 |
| commune of France | Cézan | 1.0 | 4.0 | 32436.0 |
| taxon | Dactylopodida | 2.0 | 3.0 | 14226.0 |
| human | Daisy Campbell | 2.0 | 4.0 | 251915.0 |
| human | Dan Le Sac | 1.0 | 4.0 | 251915.0 |
| human | Daniel Conley | 2.0 | 8.0 | 251915.0 |
| human | Daniel Day-Lewis | 33.0 | 18.0 | 251915.0 |
| human | Daniel Isăilă | 1.0 | 6.0 | 251915.0 |
| human | Daniel Lupi | 6.0 | 3.0 | 251915.0 |
| single | Dans un autre monde | 2.0 | 7.0 | 38372.0 |
| human | Dantivarman | 2.0 | 5.0 | 251915.0 |
| human | Daphné Roulier | 2.0 | 5.0 | 251915.0 |
| human | Dario D'Ambrosio | 1.0 | 7.0 | 251915.0 |
| human | Darren Jeffries | 1.0 | 5.0 | 251915.0 |
| human | Date Muratomi | 2.0 | 5.0 | 251915.0 |
| human | Dava Sobel | 1.0 | 11.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | Dave Brown | 2.0 | 112.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Mills | 3.0 | 55.0 | 251915.0 |
| human | David Valcin | 1.0 | 4.0 | 251915.0 |
| human | Davyd Sviatoslavich | 5.0 | 7.0 | 251915.0 |
| album | De Gregori | 2.0 | 5.0 | 49063.0 |
| album | De Mi Puño y Letra | 1.0 | 4.0 | 49063.0 |
| human | Dean Edwards | 1.0 | 29.0 | 251915.0 |
| human | Dean Edwards | 1.0 | 29.0 | 251915.0 |
| human | Dean Edwards | 1.0 | 29.0 | 251915.0 |
| album | Dear Miss Lonelyhearts | 1.0 | 6.0 | 49063.0 |
| album | Decade of Decadence | 2.0 | 3.0 | 49063.0 |
| human | Delia Fiallo | 2.0 | 5.0 | 251915.0 |
| human | Denis Lazure | 1.0 | 12.0 | 251915.0 |
| human | Denise Clair | 5.0 | 6.0 | 251915.0 |
| human | Derrick O'Connor | 14.0 | 6.0 | 251915.0 |
| album | Destination Berlin | 2.0 | 4.0 | 49063.0 |
| human | Devrim Evin | 1.0 | 5.0 | 251915.0 |
| human | Diana Hardcastle | 1.0 | 4.0 | 251915.0 |
| human | Dianne Buckner | 1.0 | 5.0 | 251915.0 |
| human | Dilys Laye | 2.0 | 6.0 | 251915.0 |
| human | Dimitrios Vranopoulos | 1.0 | 9.0 | 251915.0 |
| human | Dimítris Kókkinos | 1.0 | 4.0 | 251915.0 |
| human | Dirk Oldenburg | 1.0 | 8.0 | 251915.0 |
| film | Disraeli | 1.0 | 34.0 | 13894.0 |
| human | Dmitry Vasilyevich | 1.0 | 4.0 | 251915.0 |
| single | Do It | 4.0 | 8.0 | 38372.0 |
| human | Doctor P | 1.0 | 5.0 | 251915.0 |
| film | Dogville | 1.0 | 36.0 | 13894.0 |
| human | Dominic Hawksley | 1.0 | 4.0 | 251915.0 |
| human | Dominique Lapierre | 4.0 | 11.0 | 251915.0 |
| commune of France | Doméliers | 1.0 | 4.0 | 32436.0 |
| single | Don Alfonso | 2.0 | 6.0 | 38372.0 |
| human | Don Haig | 1.0 | 7.0 | 251915.0 |
| human | Don Pardo | 1.0 | 10.0 | 251915.0 |
| single | Don't Forget to Dance | 1.0 | 3.0 | 38372.0 |
| human | Donald Calthrop | 21.0 | 8.0 | 251915.0 |
| human | Donald Dell | 1.0 | 10.0 | 251915.0 |
| township in China | Donggang | 25.0 | 29.0 | 19553.0 |
| human | Doraid Liddawi | 5.0 | 3.0 | 251915.0 |
| human | Dorothy Adams | 36.0 | 7.0 | 251915.0 |
| human | Dot Farley | 26.0 | 7.0 | 251915.0 |
| human | Doud Eisenhower | 2.0 | 6.0 | 251915.0 |
| commune of France | Doudeauville-en-Vexin | 2.0 | 4.0 | 32436.0 |
| album | Drive Like Jehu | 3.0 | 7.0 | 49063.0 |
| human | Drogo, Duke of Brittany | 4.0 | 7.0 | 251915.0 |
| street | Ds. Germsweg | 1.0 | 4.0 | 16483.0 |
| street | Dubbele Buurt | 10.0 | 6.0 | 16483.0 |
| street | Dubbele Buurt | 10.0 | 6.0 | 16483.0 |
| human | Duke Alexander of Württemberg | 20.0 | 41.0 | 251915.0 |
| human | Duke Alexander of Württemberg | 20.0 | 41.0 | 251915.0 |
| human | Duke Alexander of Württemberg | 20.0 | 41.0 | 251915.0 |
| human | Duke Xi of Lu | 6.0 | 8.0 | 251915.0 |
| album | Duo Live in Concert | 2.0 | 5.0 | 49063.0 |
| album | Duotones | 2.0 | 5.0 | 49063.0 |
| commune of France | Duras | 6.0 | 3.0 | 32436.0 |
| commune of France | Duravel | 3.0 | 4.0 | 32436.0 |
| human | Dustin Moskovitz | 2.0 | 8.0 | 251915.0 |
| human | Dylan Jones | 1.0 | 6.0 | 251915.0 |
| single | Dónde Irán | 1.0 | 4.0 | 38372.0 |
| album | E.L.E. (Extinction Level Event): The Final World Front | 2.0 | 6.0 | 49063.0 |
| single | Easter | 14.0 | 19.0 | 38372.0 |
| album | Easter | 14.0 | 19.0 | 49063.0 |
| album | Easter | 14.0 | 19.0 | 49063.0 |
| commune of France | Eaux-Puiseaux | 5.0 | 8.0 | 32436.0 |
| taxon | Echiteae | 5.0 | 4.0 | 14226.0 |
| human | Ed Marinaro | 2.0 | 10.0 | 251915.0 |
| human | Edgar Fruitier | 4.0 | 8.0 | 251915.0 |
| human | Edmund Beaufort, 2nd Duke of Somerset | 13.0 | 22.0 | 251915.0 |
| human | Edmund Burns | 27.0 | 7.0 | 251915.0 |
| human | Edred of England | 11.0 | 21.0 | 251915.0 |
| human | Edward Herbert, 3rd Baron Herbert of Chirbury | 1.0 | 4.0 | 251915.0 |
| human | Edward Warschilka | 1.0 | 8.0 | 251915.0 |
| human | Edwin H. Land | 1.0 | 14.0 | 251915.0 |
| human | Edwin Ward Moore | 1.0 | 5.0 | 251915.0 |
| street | Eemstein | 4.0 | 4.0 | 16483.0 |
| street | Eindweg | 1.0 | 4.0 | 16483.0 |
| album | El nuevo Rolando Alarcón | 2.0 | 5.0 | 49063.0 |
| human | Eldar Rønning | 1.0 | 10.0 | 251915.0 |
| taxon | Eleutherodactylus juanchoi | 1.0 | 4.0 | 14226.0 |
| taxon | Eligmodontus | 1.0 | 3.0 | 14226.0 |
| human | Elizabeth of Carinthia, Queen of Germany | 16.0 | 23.0 | 251915.0 |
| human | Ella Purnell | 1.0 | 6.0 | 251915.0 |
| street | Elzenlaan | 4.0 | 8.0 | 16483.0 |
| street | Elzenlaan | 4.0 | 8.0 | 16483.0 |
| human | Emel Sayın | 1.0 | 6.0 | 251915.0 |
| human | Emiliana Perina | 1.0 | 5.0 | 251915.0 |
| human | Emily Rutherfurd | 1.0 | 8.0 | 251915.0 |
| human | Emmanuel Gradi | 2.0 | 5.0 | 251915.0 |
| human | Empress Dowager Fujiwara no Ishi | 2.0 | 4.0 | 251915.0 |
| commune of France | Encausse | 1.0 | 4.0 | 32436.0 |
| album | EndSerenading | 1.0 | 2.0 | 49063.0 |
| human | Engelbrekt Engelbrektsson | 2.0 | 6.0 | 251915.0 |
| human | Enrico Pieranunzi | 1.0 | 10.0 | 251915.0 |
| human | Entissar Amer | 1.0 | 4.0 | 251915.0 |
| taxon | Equidae | 4.0 | 4.0 | 14226.0 |
| human | Erica Johnson Debeljak | 1.0 | 5.0 | 251915.0 |
| human | Erica Lancaster | 1.0 | 5.0 | 251915.0 |
| human | Erika Stiska | 5.0 | 6.0 | 251915.0 |
| human | Ernesta Bittanti Battisti | 2.0 | 9.0 | 251915.0 |
| human | Ernst Franz Karl von Gemmingen | 3.0 | 6.0 | 251915.0 |
| human | Ernst Marboe | 1.0 | 7.0 | 251915.0 |
| human | Ernst Stückelberg | 1.0 | 9.0 | 251915.0 |
| human | Ernst Waldow | 34.0 | 7.0 | 251915.0 |
| human | Eros Galbiati | 5.0 | 6.0 | 251915.0 |
| film | Escape from the Planet of the Apes | 2.0 | 31.0 | 13894.0 |
| commune of France | Esquièze-Sère | 2.0 | 5.0 | 32436.0 |
| commune of France | Estal | 1.0 | 4.0 | 32436.0 |
| commune of France | Estrée | 2.0 | 4.0 | 32436.0 |
| human | Ethan Phillips | 174.0 | 8.0 | 251915.0 |
| human | Ethan Vogt | 3.0 | 8.0 | 251915.0 |
| taxon | Euchaetidae | 2.0 | 3.0 | 14226.0 |
| human | Eugene Kaspersky | 2.0 | 11.0 | 251915.0 |
| human | Eugenio Lopez III | 1.0 | 10.0 | 251915.0 |
| human | Eva Cassidy | 5.0 | 12.0 | 251915.0 |
| human | Eva-Maria Hofmann | 1.0 | 5.0 | 251915.0 |
| human | Evelyn De Morgan | 3.0 | 12.0 | 251915.0 |
| street | Eversweg | 2.0 | 3.0 | 16483.0 |
| human | Ewout Genemans | 1.0 | 9.0 | 251915.0 |
| album | Extremist Makeover | 1.0 | 3.0 | 49063.0 |
| human | Ezra F. Kysor | 2.0 | 8.0 | 251915.0 |
| album | FH1 | 1.0 | 4.0 | 49063.0 |
| human | Fairfield Porter | 1.0 | 8.0 | 251915.0 |
| album | Fallen Is Babylon | 2.0 | 5.0 | 49063.0 |
| single | Fantastic future | 1.0 | 5.0 | 38372.0 |
| human | Faye | 35.0 | 6.0 | 251915.0 |
| street | Fazantstraat | 1.0 | 4.0 | 16483.0 |
| human | Federico Barón | 1.0 | 5.0 | 251915.0 |
| human | Felix Gonzalez Ares | 1.0 | 5.0 | 251915.0 |
| township in China | Fengshan | 1.0 | 3.0 | 19553.0 |
| human | Ferenc Komlóssy | 1.0 | 11.0 | 251915.0 |
| human | Ferenc Komlóssy | 1.0 | 11.0 | 251915.0 |
| album | Festival Session | 1.0 | 4.0 | 49063.0 |
| human | Fifi Young | 2.0 | 6.0 | 251915.0 |
| human | Filippo Pedrini | 1.0 | 6.0 | 251915.0 |
| album | First Under the Wire | 2.0 | 5.0 | 49063.0 |
| album | Flesh and Bone | 3.0 | 29.0 | 49063.0 |
| album | Flesh and Bone | 3.0 | 29.0 | 49063.0 |
| film | Flesh and Bone | 3.0 | 29.0 | 13894.0 |
| human | Fleur Lise Heuet | 2.0 | 5.0 | 251915.0 |
| human | Florencio Varela | 3.0 | 12.0 | 251915.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| single | Flower | 25.0 | 77.0 | 38372.0 |
| album | Flower | 25.0 | 77.0 | 49063.0 |
| album | Four in Blue | 1.0 | 4.0 | 49063.0 |
| human | Francesc Colomé Tenas | 1.0 | 5.0 | 251915.0 |
| human | Francesca Braggiotti | 4.0 | 8.0 | 251915.0 |
| human | Francesco Cabras | 3.0 | 6.0 | 251915.0 |
| human | Francesco Malcom | 5.0 | 7.0 | 251915.0 |
| human | Francesco Mandelli | 11.0 | 8.0 | 251915.0 |
| human | Francis Charles Philips | 1.0 | 8.0 | 251915.0 |
| human | Francisco Compes Martinez | 1.0 | 5.0 | 251915.0 |
| human | Francisco Jesús Hidalgo Pérez | 1.0 | 5.0 | 251915.0 |
| human | Francisco Lopez del Pozo | 1.0 | 5.0 | 251915.0 |
| human | Frankie Chan | 5.0 | 8.0 | 251915.0 |
| human | Franz Anton Schubert | 1.0 | 9.0 | 251915.0 |
| human | Franz Ernst | 1.0 | 15.0 | 251915.0 |
| human | Franz Ernst | 1.0 | 15.0 | 251915.0 |
| human | François Barberousse | 2.0 | 6.0 | 251915.0 |
| human | François-Henri Pinault | 3.0 | 13.0 | 251915.0 |
| album | Frecuencia Continental | 2.0 | 5.0 | 49063.0 |
| human | Frederick Barton Maurice | 2.0 | 19.0 | 251915.0 |
| human | Frederick, Prince of Anhalt-Bernburg-Schaumburg-Hoym | 1.0 | 7.0 | 251915.0 |
| street | Friedesemolen | 1.0 | 4.0 | 16483.0 |
| human | Friedrich Günther, Prince of Schwarzburg-Rudolstadt | 4.0 | 9.0 | 251915.0 |
| human | Friedrich Wilhelm Schnitzler | 1.0 | 11.0 | 251915.0 |
| human | Fritz Thyssen | 6.0 | 16.0 | 251915.0 |
| human | Frédéric Bazille | 14.0 | 10.0 | 251915.0 |
| album | Fuck with Fire | 1.0 | 3.0 | 49063.0 |
| human | Fujiwara no Kaneko/Kaishi | 4.0 | 8.0 | 251915.0 |
| human | Fujiwara no Kinsue | 9.0 | 13.0 | 251915.0 |
| human | Fujiwara no Sawako | 7.0 | 9.0 | 251915.0 |
| human | Fushimi-no-miya Kunisuke-shinnō | 4.0 | 8.0 | 251915.0 |
| single | Futari | 6.0 | 17.0 | 38372.0 |
| single | Futari | 6.0 | 17.0 | 38372.0 |
| single | Futari | 6.0 | 17.0 | 38372.0 |
| human | Félix Fries | 2.0 | 3.0 | 251915.0 |
| human | Gabe Sachs | 4.0 | 2.0 | 251915.0 |
| commune of France | Gabrias | 2.0 | 5.0 | 32436.0 |
| human | Gabriel Ferra Martorell | 1.0 | 5.0 | 251915.0 |
| human | Gabrielle Christian | 1.0 | 7.0 | 251915.0 |
| commune of France | Gaillon | 37.0 | 8.0 | 32436.0 |
| human | Gale Storm | 11.0 | 6.0 | 251915.0 |
| taxon | Galegeae | 10.0 | 3.0 | 14226.0 |
| taxon | Gammaherpesvirinae | 4.0 | 3.0 | 14226.0 |
| single | Gangsta Rap Made Me Do It | 1.0 | 4.0 | 38372.0 |
| township in China | Gaogezhuang | 1.0 | 3.0 | 19553.0 |
| human | Gary Chaw | 3.0 | 11.0 | 251915.0 |
| human | Gary Tarn | 4.0 | 7.0 | 251915.0 |
| human | Gebhard of Supplinburg | 2.0 | 4.0 | 251915.0 |
| street | Geert Wolter Smitweg | 1.0 | 4.0 | 16483.0 |
| human | Gene Sheldon | 9.0 | 8.0 | 251915.0 |
| single | Generation Wild | 3.0 | 9.0 | 38372.0 |
| album | Generation Wild | 3.0 | 9.0 | 49063.0 |
| human | Geoffrey James | 1.0 | 12.0 | 251915.0 |
| human | Geoffrey James | 1.0 | 12.0 | 251915.0 |
| taxon | Geohintonia mexicana | 1.0 | 4.0 | 14226.0 |
| human | Georg Abraham Schneider | 1.0 | 12.0 | 251915.0 |
| human | Georg Hackl | 1.0 | 13.0 | 251915.0 |
| human | Georg von Arco | 2.0 | 14.0 | 251915.0 |
| human | George Lamond | 4.0 | 5.0 | 251915.0 |
| human | George Osborne | 3.0 | 12.0 | 251915.0 |
| human | George, Emperor of Trebizond | 4.0 | 7.0 | 251915.0 |
| human | Georges Chamarat | 77.0 | 9.0 | 251915.0 |
| human | Georges Mathieu | 1.0 | 19.0 | 251915.0 |
| human | Georges Mathieu | 1.0 | 19.0 | 251915.0 |
| human | Georges Rouget | 1.0 | 14.0 | 251915.0 |
| human | Georgi Kadurin | 4.0 | 4.0 | 251915.0 |
| human | Georgia Groome | 4.0 | 6.0 | 251915.0 |
| human | Georgie Ripper | 3.0 | 6.0 | 251915.0 |
| human | Gerald Gladstone | 1.0 | 16.0 | 251915.0 |
| human | Gerald Gladstone | 1.0 | 16.0 | 251915.0 |
| human | Geraldine Chaplin | 101.0 | 18.0 | 251915.0 |
| human | Gerard I, Count of Guelders | 2.0 | 5.0 | 251915.0 |
| human | Gerard II, Count of Wassenberg | 3.0 | 6.0 | 251915.0 |
| human | Gerd Höfer | 1.0 | 8.0 | 251915.0 |
| album | German Engines | 1.0 | 4.0 | 49063.0 |
| human | Gerrit Kruize | 1.0 | 11.0 | 251915.0 |
| human | Gertrud Bredel | 1.0 | 6.0 | 251915.0 |
| human | Gianluca Maria Tavarelli | 7.0 | 6.0 | 251915.0 |
| human | Gianni Nanfa | 1.0 | 6.0 | 251915.0 |
| human | Gianni Rivera | 1.0 | 19.0 | 251915.0 |
| human | Gilbert Monckton, 2nd Viscount Monckton of Brenchley | 2.0 | 12.0 | 251915.0 |
| human | Gino Talamo | 7.0 | 8.0 | 251915.0 |
| human | Giorgio Vasari | 10.0 | 23.0 | 251915.0 |
| human | Giovanna Lenzi | 15.0 | 8.0 | 251915.0 |
| human | Giovanni Battista Cipriani | 3.0 | 6.0 | 251915.0 |
| human | Giovanni de Gamerra | 1.0 | 7.0 | 251915.0 |
| single | Girl Friend | 2.0 | 7.0 | 38372.0 |
| single | Girl Friend | 2.0 | 7.0 | 38372.0 |
| human | Giulia Gam | 2.0 | 5.0 | 251915.0 |
| human | Giuseppe Tartini | 1.0 | 10.0 | 251915.0 |
| taxon | Glyptopleura | 1.0 | 3.0 | 14226.0 |
| single | Gold on the Ceiling | 1.0 | 4.0 | 38372.0 |
| taxon | Goldfish | 1.0 | 4.0 | 14226.0 |
| street | Goltziusstraat | 6.0 | 8.0 | 16483.0 |
| street | Goltziusstraat | 6.0 | 8.0 | 16483.0 |
| commune of France | Gond-Pontouvre | 11.0 | 12.0 | 32436.0 |
| human | Gonzalo Sarrigoitia Oregui | 1.0 | 5.0 | 251915.0 |
| single | Good Time (Jin Akanishi song) | 1.0 | 4.0 | 38372.0 |
| single | Goodbye in Her Eyes | 1.0 | 4.0 | 38372.0 |
| album | Got It on My Mind | 1.0 | 4.0 | 49063.0 |
| street | Graaf van Burenstraat | 1.0 | 3.0 | 16483.0 |
| human | Grace Zaring Stone | 1.0 | 5.0 | 251915.0 |
| human | Graham Edwards | 4.0 | 13.0 | 251915.0 |
| human | Graham Edwards | 4.0 | 13.0 | 251915.0 |
| human | Grand Duchess Tatiana Nikolaevna of Russia | 7.0 | 19.0 | 251915.0 |
| human | Grand Duke Nicholas Constantinovich of Russia | 7.0 | 10.0 | 251915.0 |
| commune of France | Grandvaux | 3.0 | 8.0 | 32436.0 |
| album | Greatest Hits Encore | 2.0 | 5.0 | 49063.0 |
| human | Gregorio Rodriguez Lopez | 1.0 | 5.0 | 251915.0 |
| human | Grimes | 4.0 | 9.0 | 251915.0 |
| album | Grinding Stone | 1.0 | 4.0 | 49063.0 |
| single | Growing Up | 3.0 | 22.0 | 38372.0 |
| album | Growing Up | 3.0 | 22.0 | 49063.0 |
| album | Growing Up | 3.0 | 22.0 | 49063.0 |
| commune of France | Gréolières | 9.0 | 12.0 | 32436.0 |
| township in China | Guandu | 1.0 | 3.0 | 19553.0 |
| human | Guy Carbonneau | 1.0 | 10.0 | 251915.0 |
| human | Guy Fithen | 1.0 | 5.0 | 251915.0 |
| human | Guy de Binos | 2.0 | 4.0 | 251915.0 |
| human | Guè | 1.0 | 6.0 | 251915.0 |
| human | Gérard Filippelli | 16.0 | 6.0 | 251915.0 |
| human | Götz Otto | 14.0 | 7.0 | 251915.0 |
| human | H. F. Maltby | 3.0 | 5.0 | 251915.0 |
| commune of France | Hacqueville | 2.0 | 4.0 | 32436.0 |
| human | Hale Soygazi | 5.0 | 6.0 | 251915.0 |
| human | Hans Frank | 1.0 | 28.0 | 251915.0 |
| human | Hans Frank | 1.0 | 28.0 | 251915.0 |
| human | Hans Frank | 1.0 | 28.0 | 251915.0 |
| human | Hans Gerhard Creutzfeldt | 1.0 | 11.0 | 251915.0 |
| human | Hans Olof Ahnlund | 1.0 | 4.0 | 251915.0 |
| human | Hans Rausing | 5.0 | 12.0 | 251915.0 |
| human | Hans Rudolf Rahn | 6.0 | 14.0 | 251915.0 |
| human | Hans Rudolf Rahn | 6.0 | 14.0 | 251915.0 |
| single | Happy? | 6.0 | 15.0 | 38372.0 |
| album | Happy? | 6.0 | 15.0 | 49063.0 |
| album | Happy? | 6.0 | 15.0 | 49063.0 |
| human | Harriet Adams | 1.0 | 10.0 | 251915.0 |
| commune of France | Haudonville | 3.0 | 5.0 | 32436.0 |
| human | Hawise of Brittany | 3.0 | 9.0 | 251915.0 |
| human | Hayden Rorke | 25.0 | 9.0 | 251915.0 |
| human | He Xiangning | 1.0 | 6.0 | 251915.0 |
Edge Relations
Let us now take a look at the edges, and corresponding relations. We can count and histogram the different relations associated with edges as:
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
val inDegrees = graph.inDegrees
val outDegrees = graph.outDegrees
val degrees = inDegrees.join(outDegrees, "id").cache()
display(degrees)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksView30dd7fb")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksView30dd7fb) ,min_max AS (SELECT `inDegree`,(SELECT MAX(`inDegree`) FROM q) `target_column_max`,(SELECT MIN(`inDegree`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `inDegree`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 300 `step` FROM min_max) SELECT IF(ISNULL(`inDegree`),NULL,LEAST(WIDTH_BUCKET(`inDegree`,`min_value`,`max_value`,300),300)) `inDegree_BIN`,FIRST(`min_value` + ((IF(ISNULL(`inDegree`),NULL,LEAST(WIDTH_BUCKET(`inDegree`,`min_value`,`max_value`,300),300)) - 1) * `step`)) `inDegree_BIN_LOWER_BOUND`,FIRST(`step`) `inDegree_BIN_STEP`,COUNT(`inDegree`) `COUNT` FROM histogram_meta GROUP BY `inDegree_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksView30dd7fb")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
val topTenTypes = typeCounts.limit(10)
//val typeFiltered = joinedTypes.join(topTenTypes, joinedTypes.col("type") === topTenTypes.col("type"), "inner")
val typeFiltered = joinedTypes.join(topTenTypes, List("type"), "inner")
display(typeFiltered)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksView6239619")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksView6239619) SELECT `inDegree`,`outDegree`,`type` FROM q"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksView6239619")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
val relCounts = graph.edges.groupBy("rel").count().cache() // Cahce to reuse later
display(relCounts)
| rel | count |
|---|---|
| godparent | 22.0 |
| interaction | 49.0 |
| part of | 61969.0 |
| molecular function | 9159.0 |
| disease transmission process | 1.0 |
| place served by transport hub | 64.0 |
| IUCN protected areas category | 1453.0 |
| playing hand | 2263.0 |
| family name | 94463.0 |
| topic's main Wikimedia portal | 620.0 |
| parent astronomical body | 498.0 |
| general manager | 4.0 |
| end cause | 2.0 |
| shares border with | 204230.0 |
| mushroom cap shape | 793.0 |
| based on | 5856.0 |
| present in work | 4068.0 |
| public holiday | 258.0 |
| separated from | 23.0 |
| filmography | 47.0 |
| standards body | 22.0 |
| honorific suffix | 4.0 |
| represented by | 13.0 |
| guest of honor | 2.0 |
| track gauge | 856.0 |
| topic's main category | 1397.0 |
| writing system | 481.0 |
| sexual orientation | 3020.0 |
| father | 43248.0 |
| industry | 2765.0 |
| given name version for other gender | 254.0 |
| academic minor | 1.0 |
| applies to jurisdiction | 912.0 |
| worshipped by | 245.0 |
| crystal system | 369.0 |
| performer | 93406.0 |
| business division | 231.0 |
| place of burial | 31215.0 |
| influenced by | 310.0 |
| this taxon is source of | 48.0 |
| discovery method | 20.0 |
| fictional universe described in | 84.0 |
| developer | 14445.0 |
| head of state | 676.0 |
| notation | 3.0 |
| PEGI rating | 2758.0 |
| depicts | 55770.0 |
| currency | 607.0 |
| ESRB rating | 3292.0 |
| binding of software library | 1.0 |
| replaced synonym (for nom. nov.) | 9.0 |
| crystal habit | 1.0 |
| armament | 2156.0 |
| basic form of government | 518.0 |
| fictional or mythical analog of | 156.0 |
| electoral district | 6.0 |
| producer | 41151.0 |
| shape | 75.0 |
| taxon synonym | 173.0 |
| highest judicial authority | 26.0 |
| located in or next to body of water | 841.0 |
| replaced by | 717.0 |
| part of the series | 24395.0 |
| Eight Banner register | 173.0 |
| after a work by | 1.0 |
| measured physical quantity | 24.0 |
| interleaves with | 28.0 |
| participant | 9805.0 |
| narrative location | 16782.0 |
| recorded at studio or venue | 94.0 |
| lake on watercourse | 72.0 |
| place of origin (Switzerland) | 1705.0 |
| transport network | 13744.0 |
| capital of | 215.0 |
| list related to category | 124.0 |
| official language | 2957.0 |
| location of landing | 10.0 |
| avionics | 62.0 |
| airline alliance | 135.0 |
| characters | 2827.0 |
| collection | 27772.0 |
| donated by | 62.0 |
| film editor | 887.0 |
| executive producer | 152.0 |
| chivalric order | 1.0 |
| owner of | 14.0 |
| structure replaced by | 32.0 |
| presynaptic connection | 1.0 |
| has part(s) | 32359.0 |
| located in the administrative territorial entity | 404421.0 |
| employer | 79779.0 |
| sponsor | 52.0 |
| hair color | 382.0 |
| chairperson | 2389.0 |
| cathedral | 24.0 |
| place of birth | 680780.0 |
| lyrics by | 3742.0 |
| has seal, badge, or sigil | 2.0 |
| instance of | 2558406.0 |
| subclass of | 47185.0 |
| located on street | 40345.0 |
| structural engineer | 361.0 |
| exclave of | 90.0 |
| points/goal scored by | 69.0 |
| named after | 21854.0 |
| mother house | 220.0 |
| maintained by | 12932.0 |
| officially opened by | 135.0 |
| rector | 205.0 |
| country of origin | 70182.0 |
| medical condition | 3463.0 |
| carries scientific instrument | 4.0 |
| original combination | 205.0 |
| CPU | 440.0 |
| has facet polytope | 849.0 |
| airline hub | 484.0 |
| site of astronomical discovery | 38087.0 |
| consecrator | 91.0 |
| licensed to broadcast to | 32.0 |
| instrumentation | 79.0 |
| prosecutor | 4.0 |
| category related to list | 124.0 |
| handedness | 686.0 |
| has vertex figure | 3.0 |
| medical examination | 29.0 |
| Code of nomenclature | 750.0 |
| list of characters | 2.0 |
| composer | 4556.0 |
| encoded by | 1903.0 |
| main building contractor | 422.0 |
| allegiance | 232.0 |
| translator | 330.0 |
| organizer | 273.0 |
| occupant | 5114.0 |
| represents | 4.0 |
| contributing factor of | 1.0 |
| place of death | 324923.0 |
| programmer | 87.0 |
| political alignment | 43.0 |
| solved by | 2.0 |
| relative | 1800.0 |
| physically interacts with | 4.0 |
| legislated by | 66.0 |
| member of sports team | 339865.0 |
| director | 79861.0 |
| category's main topic | 1009.0 |
| category of associated people | 842.0 |
| introduced feature | 2.0 |
| author | 31882.0 |
| spouse | 31456.0 |
| basin country | 148.0 |
| position played on team / speciality | 13048.0 |
| sex or gender | 1512569.0 |
| codomain | 6.0 |
| located in/on physical feature | 4245.0 |
| foundational text | 37.0 |
| choreographer | 3.0 |
| director of photography | 26666.0 |
| language of work or name | 8963.0 |
| powered by | 1108.0 |
| patron saint | 1186.0 |
| record label | 89527.0 |
| pendant of | 168.0 |
| list of works | 8.0 |
| proved by | 7.0 |
| from narrative universe | 3615.0 |
| position held | 221291.0 |
| diocese | 2560.0 |
| ortholog | 1850.0 |
| home port | 96.0 |
| endemic to | 289.0 |
| lifestyle | 510.0 |
| docking port | 1.0 |
| category combines topics | 22906.0 |
| day in year for periodic occurrence | 204.0 |
| conferred by | 347.0 |
| postsynaptic connection | 1.0 |
| cover art by | 174.0 |
| has pet | 8.0 |
| game mode | 22321.0 |
| archives at | 437.0 |
| diplomatic relation | 582.0 |
| found in taxon | 3891.0 |
| office held by head of government | 1904.0 |
| IUCN conservation status | 3532.0 |
| sport | 57137.0 |
| Wikimedia portal's main topic | 622.0 |
| native language | 4158.0 |
| has contributing factor | 9.0 |
| child astronomical body | 426.0 |
| country of citizenship | 1260348.0 |
| family | 6276.0 |
| location of creation | 1005.0 |
| mother | 17271.0 |
| adjacent station | 25394.0 |
| companion of | 24.0 |
| noble title | 3966.0 |
| imported from Wikimedia project | 700.0 |
| central bank/issuer | 31.0 |
| replaces | 528.0 |
| has facility | 84.0 |
| Unknown | 101919.0 |
| cause of death | 22861.0 |
| inflows | 300.0 |
| inspired by | 325.0 |
| student of | 2231.0 |
| designed by | 2862.0 |
| location of formation | 463.0 |
| readable file format | 23.0 |
| commissioned by | 475.0 |
| has natural reservoir | 2.0 |
| religion or worldview | 26968.0 |
| overlies | 77.0 |
| has immediate cause | 26.0 |
| coat of arms | 56.0 |
| target | 14.0 |
| ethnic group | 8278.0 |
| programmed in | 676.0 |
| input device | 4549.0 |
| statement is subject of | 156.0 |
| origin of the watercourse | 151.0 |
| used by | 18.0 |
| country for sport | 18.0 |
| captain | 17.0 |
| list of episodes | 3.0 |
| voice actor | 1124.0 |
| main regulatory text | 156.0 |
| capital | 14397.0 |
| academic degree | 20284.0 |
| minor planet group | 41241.0 |
| source of energy | 122.0 |
| founded by | 3641.0 |
| contains settlement | 5981.0 |
| surface played on | 362.0 |
| member of | 59565.0 |
| librettist | 246.0 |
| tracklist | 663.0 |
| activating neurotransmitter | 2.0 |
| instruction set | 15.0 |
| review score by | 1.0 |
| lake outflow | 291.0 |
| official residence | 183.0 |
| notable work | 15863.0 |
| tributary | 358.0 |
| taxon rank | 118537.0 |
| constellation | 357.0 |
| has quality | 40.0 |
| continent | 4025.0 |
| follows | 173742.0 |
| valid in period | 18.0 |
| script directionality | 1.0 |
| feast day | 631.0 |
| stipe character | 628.0 |
| head coach | 2150.0 |
| discoverer or inventor | 50122.0 |
| movement | 8837.0 |
| terminus location | 664.0 |
| distribution format | 10388.0 |
| said to be the same as | 15180.0 |
| applies to part | 11.0 |
| office contested | 23.0 |
| terminus | 2557.0 |
| owned by | 22260.0 |
| manifestation of | 11.0 |
| charge | 3.0 |
| edition or translation of | 673.0 |
| speaker | 7.0 |
| definition domain | 5.0 |
| field of work | 7997.0 |
| mouth of the watercourse | 4643.0 |
| launch contractor | 4.0 |
| student | 583.0 |
| architectural style | 6956.0 |
| proxy | 10.0 |
| Fach | 241.0 |
| central bank | 7.0 |
| plaintiff | 2.0 |
| addressee | 5.0 |
| scheduled service destination | 65.0 |
| possible treatment | 4.0 |
| cast member | 554674.0 |
| educated at | 249966.0 |
| described by source | 27746.0 |
| chief operating officer | 4.0 |
| immediate cause of | 1.0 |
| curator | 3.0 |
| ancestral home | 117.0 |
| determination method | 3.0 |
| workshop of | 1.0 |
| home venue | 3688.0 |
| decays to | 4180.0 |
| connecting line | 6901.0 |
| item operated | 2692.0 |
| space tug | 7.0 |
| category for people who died here | 8029.0 |
| natural reservoir of | 1.0 |
| candidate | 161.0 |
| software engine | 1986.0 |
| voice type | 8814.0 |
| soundtrack release | 32.0 |
| approved by | 14.0 |
| fuel system | 1.0 |
| depicted by | 49.0 |
| copyright license | 2673.0 |
| commemorates | 63.0 |
| illustrator | 1544.0 |
| kinship to subject | 2.0 |
| catalog | 97.0 |
| architect | 7108.0 |
| has use | 3254.0 |
| enclave within | 140.0 |
| parent taxon | 113406.0 |
| has subsidiary | 295.0 |
| residence | 3718.0 |
| defendant | 2.0 |
| honorific prefix | 113.0 |
| country | 412626.0 |
| crosses | 1392.0 |
| shooting handedness | 7.0 |
| brand | 25.0 |
| IMA status and/or rank | 590.0 |
| editor | 512.0 |
| headquarters location | 6228.0 |
| torch lit by | 47.0 |
| distributed by | 1294.0 |
| CERO rating | 1301.0 |
| has edition or translation | 1106.0 |
| home world | 16.0 |
| category for films shot at this location | 1184.0 |
| league | 6067.0 |
| color | 526.0 |
| encodes | 1902.0 |
| original language of film or TV show | 84080.0 |
| doctoral advisor | 632.0 |
| spore print color | 688.0 |
| top-level Internet domain | 23.0 |
| located on linear feature | 5.0 |
| mascot | 18.0 |
| discography | 28.0 |
| defender | 1.0 |
| dedicated to | 290.0 |
| USK rating | 1637.0 |
| award received | 257410.0 |
| penalty | 174.0 |
| GSRR rating | 3.0 |
| opposite of | 1418.0 |
| unveiled by | 5.0 |
| radio format | 3.0 |
| topic's main template | 2.0 |
| NATO code for grade | 19.0 |
| filming location | 12856.0 |
| port of registry | 39.0 |
| afflicts | 21.0 |
| template has topic | 3.0 |
| military rank | 4735.0 |
| territory claimed by | 34.0 |
| partially coincident with | 571.0 |
| flag | 83.0 |
| point group | 79.0 |
| winner | 954.0 |
| destination point | 99.0 |
| stock exchange | 944.0 |
| child | 60412.0 |
| engine configuration | 273.0 |
| parent of this hybrid, breed, or cultivar | 6.0 |
| convicted of | 1611.0 |
| space group | 395.0 |
| category for people born here | 296.0 |
| stated in | 35.0 |
| space launch vehicle | 312.0 |
| tonality | 183.0 |
| oath made by | 67.0 |
| referee | 87.0 |
| diplomatic mission sent | 184.0 |
| location | 76268.0 |
| is pollinated by | 1.0 |
| of | 4.0 |
| eye color | 728.0 |
| foods traditionally associated | 4.0 |
| is pollinator of | 1.0 |
| guidance system | 156.0 |
| vice-county | 1.0 |
| production company | 23046.0 |
| family name identical to this given name | 349.0 |
| GUI toolkit or framework | 92.0 |
| natural product of taxon | 48.0 |
| twinning | 4.0 |
| party chief representative | 22.0 |
| military casualty classification | 7.0 |
| motto | 3.0 |
| member of political party | 168715.0 |
| hymenium attachment | 851.0 |
| connecting service | 1156.0 |
| tempo marking | 10.0 |
| symptoms and signs | 53.0 |
| vessel class | 1486.0 |
| ammunition | 383.0 |
| language regulatory body | 29.0 |
| depends on software | 7.0 |
| undercarriage | 72.0 |
| input set | 3.0 |
| military branch | 25210.0 |
| taxonomic type | 302.0 |
| judge | 1.0 |
| including | 10.0 |
| primary destinations | 68.0 |
| head of government | 7886.0 |
| type of orbit | 281.0 |
| given name | 1301107.0 |
| cause of destruction | 52.0 |
| located in time zone | 34076.0 |
| officeholder | 143.0 |
| structure replaces | 9.0 |
| blood type | 20.0 |
| list of monuments | 3738.0 |
| participant in | 135521.0 |
| work location | 41606.0 |
| vehicle | 288.0 |
| dual to | 256.0 |
| executive body | 36.0 |
| astronaut mission | 327.0 |
| religious order | 1884.0 |
| legal form | 331.0 |
| located on astronomical body | 116.0 |
| direction | 1.0 |
| name day | 1065.0 |
| mineral fracture | 5.0 |
| made from material | 49794.0 |
| doctoral student | 250.0 |
| unmarried partner | 887.0 |
| appointed by | 246.0 |
| heritage designation | 72356.0 |
| product or material produced | 341.0 |
| exhibition history | 805.0 |
| is a list of | 16723.0 |
| academic thesis | 15.0 |
| platform | 33170.0 |
| place of publication | 919.0 |
| instrument | 24534.0 |
| languages spoken, written or signed | 56928.0 |
| operating system | 1139.0 |
| professorship | 71.0 |
| type of electrification | 3.0 |
| genre | 179105.0 |
| biological process | 24780.0 |
| manner of death | 3343.0 |
| anthem | 287.0 |
| affiliation | 180.0 |
| route of administration | 53.0 |
| cleavage | 54.0 |
| significant event | 5934.0 |
| academic major | 33.0 |
| contains the administrative territorial entity | 146870.0 |
| cell component | 9811.0 |
| asteroid spectral type | 370.0 |
| highest point | 205.0 |
| parent club | 54.0 |
| temporal range start | 46.0 |
| EC enzyme classification | 1.0 |
| temporal range end | 46.0 |
| hymenium type | 950.0 |
| asteroid family | 81.0 |
| Lagrangian point | 17.0 |
| legislative body | 478.0 |
| start point | 104.0 |
| interchange station | 75.0 |
| streak color | 45.0 |
| significant drug interaction | 1747.0 |
| killed by | 306.0 |
| has effect | 20.0 |
| main subject | 14726.0 |
| political ideology | 2407.0 |
| basionym | 203.0 |
| partner in business or sport | 5.0 |
| wing configuration | 486.0 |
| screenwriter | 47927.0 |
| type of variable star | 8.0 |
| mushroom ecological type | 914.0 |
| fossil found in this unit | 5.0 |
| field of this occupation | 947.0 |
| successful candidate | 579.0 |
| measurement scale | 8.0 |
| dan/kyu rank | 5.0 |
| twinned administrative body | 38104.0 |
| occupation | 1639330.0 |
| has cause | 59.0 |
| crew member(s) | 1853.0 |
| Digital Rights Management system | 14.0 |
| edibility | 567.0 |
| bodies of water basin category | 38.0 |
| published in | 1062.0 |
| original broadcaster | 4153.0 |
| director / manager | 656.0 |
| presenter | 912.0 |
| location of discovery | 182.0 |
| theme music | 9.0 |
| GHS signal word | 1.0 |
| MPA film rating | 6.0 |
| manufacturer | 6381.0 |
| chromosome | 1915.0 |
| takes place in fictional universe | 378.0 |
| product certification | 103.0 |
| authority | 1.0 |
| lowest point | 1.0 |
| followed by | 173563.0 |
| contributor to the creative work or subject | 902.0 |
| printed by | 12.0 |
| category of people buried here | 12.0 |
| website account on | 11716.0 |
| drafted by | 62.0 |
| nominated for | 1377.0 |
| writable file format | 21.0 |
| conflict | 45775.0 |
| exemplar of | 39.0 |
| chief executive officer | 295.0 |
| coolant | 230.0 |
| publisher | 29948.0 |
| canonization status | 2611.0 |
| creator | 30054.0 |
| facet of | 1739.0 |
| commander of (DEPRECATED) | 49.0 |
| parent organization | 535.0 |
| driving side | 8.0 |
| operator | 11512.0 |
| underlies | 80.0 |
var dfsLen = 0;
{
var dfs = Array[Any]()
implicit def display(df: Any) {
dfs = dfs :+ df
}
// run user code
val relCounts = graph.edges.groupBy("rel").count().cache()
display(relCounts)
if (dfs.length > 0) {
val userGenerateDf = dfs(0).asInstanceOf[org.apache.spark.sql.DataFrame]
userGenerateDf.createOrReplaceTempView("DatabricksView66cd446")
}
dfsLen = dfs.length
}
if (dfsLen > 0) {
try {
display(sql("""WITH q AS (select * from DatabricksView66cd446) ,min_max AS (SELECT `count`,(SELECT MAX(`count`) FROM q) `target_column_max`,(SELECT MIN(`count`) FROM q) `target_column_min` FROM q) ,histogram_meta AS (SELECT `count`,`target_column_min` `min_value`,IF(`target_column_max` = `target_column_min`,`target_column_max` + 1,`target_column_max`) `max_value`,(`target_column_max` - `target_column_min`) / 100 `step` FROM min_max) SELECT IF(ISNULL(`count`),NULL,LEAST(WIDTH_BUCKET(`count`,`min_value`,`max_value`,100),100)) `count_BIN`,FIRST(`min_value` + ((IF(ISNULL(`count`),NULL,LEAST(WIDTH_BUCKET(`count`,`min_value`,`max_value`,100),100)) - 1) * `step`)) `count_BIN_LOWER_BOUND`,FIRST(`step`) `count_BIN_STEP`,COUNT(`count`) `COUNT` FROM histogram_meta GROUP BY `count_BIN`"""))
} finally {
// cleaning up the view helps us not pollute the name space
spark.sql("drop view if exists DatabricksView66cd446")
}
} else {
displayHTML("dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.")
}
Also for relations we can see that some occur millions of times, whereas some only a few times. The most commmon relation is unsurprisingly "instance of", which really can be applied to every single entity. Next we find a set of relations that are applicable to most humans, including things like "occupation", "sex or gender" and "country of citizenship". From this exploration it has become clear that a large portion of the knowledge graph is concerned with people. Another large portion seems focused on geographic and political entities, such as countries and territories. We note that relations that relate to these, such as "located in the administrative territorial entity" and "shares border with" are also prevalent in the dataset. Relations that occur only once or a few times are as expected highly specific. This includes things like "GHS signal word" and "is pollinated by".
We can also check if the graph contains any self-loops, i.e. edges where the source and destination nodes are the same.
val selfLoops = graph.edges.filter("src == dst").cache()
val selfLoopRels = selfLoops.groupBy("rel").count()
display(selfLoopRels)
| rel | count |
|---|---|
| based on | 1602.0 |
| father | 476.0 |
| performer | 1208.0 |
| depicts | 511.0 |
| part of the series | 767.0 |
| has part(s) | 605.0 |
| located in the administrative territorial entity | 4118.0 |
| named after | 516.0 |
| record label | 5.0 |
| ortholog | 21.0 |
| mother | 12.0 |
| capital | 3236.0 |
| contains settlement | 3087.0 |
| country | 265.0 |
| child | 468.0 |
| family name identical to this given name | 287.0 |
| given name | 714.0 |
| contains the administrative territorial entity | 251.0 |
| twinned administrative body | 166.0 |
| subclass of | 115.0 |
| imported from Wikimedia project | 32.0 |
| Unknown | 69.0 |
| inspired by | 23.0 |
| cast member | 16.0 |
| has edition or translation | 66.0 |
| main subject | 162.0 |
| contributor to the creative work or subject | 1.0 |
| part of | 232.0 |
| narrative location | 40.0 |
| characters | 32.0 |
| lyrics by | 4.0 |
| relative | 56.0 |
| replaces | 7.0 |
| headquarters location | 17.0 |
| dual to | 42.0 |
| published in | 4.0 |
| publisher | 11.0 |
| family name | 25.0 |
| producer | 16.0 |
| capital of | 14.0 |
| follows | 117.0 |
| catalog | 1.0 |
| located on street | 24.0 |
| said to be the same as | 86.0 |
| software engine | 6.0 |
| location | 57.0 |
| followed by | 123.0 |
| tracklist | 34.0 |
| present in work | 26.0 |
| instance of | 265.0 |
| student of | 2.0 |
| presenter | 4.0 |
| place of burial | 9.0 |
| developer | 17.0 |
| encoded by | 7.0 |
| depicted by | 8.0 |
| filming location | 9.0 |
| genre | 297.0 |
| place of birth | 11.0 |
| edition or translation of | 66.0 |
| replaced by | 8.0 |
| is a list of | 5.0 |
| writing system | 9.0 |
| composer | 3.0 |
| decays to | 2.0 |
| mother house | 1.0 |
| located in/on physical feature | 29.0 |
| creator | 7.0 |
| shares border with | 59.0 |
| connecting line | 10.0 |
| color | 6.0 |
| dedicated to | 7.0 |
| movement | 3.0 |
| parent taxon | 19.0 |
| located in or next to body of water | 8.0 |
| opposite of | 23.0 |
| described by source | 14.0 |
| occupant | 5.0 |
| statement is subject of | 4.0 |
| screenwriter | 5.0 |
| place of death | 2.0 |
| owned by | 9.0 |
| author | 9.0 |
| manufacturer | 2.0 |
| notable work | 7.0 |
| participant | 2.0 |
| website account on | 1.0 |
| operator | 2.0 |
| conferred by | 1.0 |
| director | 2.0 |
| readable file format | 1.0 |
| spouse | 4.0 |
| interchange station | 3.0 |
| has facility | 1.0 |
| employer | 4.0 |
| soundtrack release | 11.0 |
| underlies | 1.0 |
| home world | 1.0 |
| has use | 2.0 |
| home venue | 1.0 |
| pendant of | 6.0 |
| mouth of the watercourse | 2.0 |
| fictional or mythical analog of | 4.0 |
| facet of | 2.0 |
| topic's main Wikimedia portal | 1.0 |
| encodes | 8.0 |
| territory claimed by | 2.0 |
| location of creation | 4.0 |
| killed by | 4.0 |
| parent organization | 1.0 |
| partially coincident with | 2.0 |
| member of | 2.0 |
| founded by | 7.0 |
| structure replaced by | 1.0 |
| country of origin | 2.0 |
| terminus | 2.0 |
| parent astronomical body | 2.0 |
| from narrative universe | 1.0 |
| conflict | 1.0 |
| stock exchange | 2.0 |
| point group | 1.0 |
| shape | 1.0 |
| feast day | 1.0 |
| topic's main category | 1.0 |
| category's main topic | 1.0 |
| made from material | 1.0 |
| child astronomical body | 2.0 |
| political ideology | 3.0 |
| owner of | 1.0 |
| commissioned by | 1.0 |
| collection | 1.0 |
| programmed in | 1.0 |
| Wikimedia portal's main topic | 1.0 |
| copyright license | 1.0 |
| taxon synonym | 1.0 |
| sport | 1.0 |
display(selfLoops)
| src | rel | dst |
|---|---|---|
| Adam Strzembosz | father | Adam Strzembosz |
| Ancient Carthage | country | Ancient Carthage |
| Bangkalan | located in the administrative territorial entity | Bangkalan |
| Barnim | named after | Barnim |
| Bereni | capital | Bereni |
| Bereni | contains settlement | Bereni |
| Birchiș | contains settlement | Birchiș |
| Birchiș | capital | Birchiș |
| Blăjani | capital | Blăjani |
| Blăjani | contains settlement | Blăjani |
| Buck | family name identical to this given name | Buck |
| Copălău | located in the administrative territorial entity | Copălău |
| Cozieni | located in the administrative territorial entity | Cozieni |
| Curtișoara | located in the administrative territorial entity | Curtișoara |
| Cârligele | located in the administrative territorial entity | Cârligele |
| D'Arcy Power | father | D'Arcy Power |
| Dance or Die | performer | Dance or Die |
| Dongen | located in the administrative territorial entity | Dongen |
| Dăești | located in the administrative territorial entity | Dăești |
| Evanescence | performer | Evanescence |
| Francis Windebank | child | Francis Windebank |
| Giroc | contains settlement | Giroc |
| Giroc | capital | Giroc |
| Gottfried Kinkel | child | Gottfried Kinkel |
| Gura Caliței | capital | Gura Caliței |
| Gura Caliței | contains settlement | Gura Caliței |
| Hama | located in the administrative territorial entity | Hama |
| Heerenveen | contains settlement | Heerenveen |
| Heerenveen | named after | Heerenveen |
| Holes | based on | Holes |
| How I Live Now | based on | How I Live Now |
| James Watt | father | James Watt |
| Jilava | located in the administrative territorial entity | Jilava |
| Kapong | located in the administrative territorial entity | Kapong |
| Lucie | performer | Lucie |
| Maj | given name | Maj |
| Mathilukal | based on | Mathilukal |
| Michael Rose | performer | Michael Rose |
| Mitreni | located in the administrative territorial entity | Mitreni |
| Morărești | capital | Morărești |
| Morărești | contains settlement | Morărești |
| Măceșu de Sus | contains settlement | Măceșu de Sus |
| Măceșu de Sus | capital | Măceșu de Sus |
| Măgești | located in the administrative territorial entity | Măgești |
| Măieruș | capital | Măieruș |
| Măieruș | contains settlement | Măieruș |
| Mărgăritești | contains settlement | Mărgăritești |
| Mărgăritești | capital | Mărgăritești |
| Ocna de Fier | located in the administrative territorial entity | Ocna de Fier |
| Paradiso | contains the administrative territorial entity | Paradiso |
| Piet Aalberse | child | Piet Aalberse |
| Pitești | located in the administrative territorial entity | Pitești |
| Poiana Mare | located in the administrative territorial entity | Poiana Mare |
| Pointed Torso | part of the series | Pointed Torso |
| Pointed Torso | part of the series | Pointed Torso |
| Reclining Figure: Hand | has part(s) | Reclining Figure: Hand |
| Rodrigo y Gabriela | notable work | Rodrigo y Gabriela |
| Runcu | contains settlement | Runcu |
| Runcu | capital | Runcu |
| Răchitova | contains settlement | Răchitova |
| Răchitova | capital | Răchitova |
| Saraiu | contains settlement | Saraiu |
| Saraiu | capital | Saraiu |
| Seine | named after | Seine |
| Slobozia | capital | Slobozia |
| Slobozia | contains settlement | Slobozia |
| Spytkowice, Nowy Targ County | located in the administrative territorial entity | Spytkowice, Nowy Targ County |
| Sânmihaiu Român | located in the administrative territorial entity | Sânmihaiu Român |
| Săucești | located in the administrative territorial entity | Săucești |
| The Front Page | based on | The Front Page |
| The Host | based on | The Host |
| The Youngbloods | performer | The Youngbloods |
| Two Piece Reclining Figure No. 4 | has part(s) | Two Piece Reclining Figure No. 4 |
| Uncle Tom's Cabin | based on | Uncle Tom's Cabin |
| Uncle Tom's Cabin | based on | Uncle Tom's Cabin |
| Urmeniș | capital | Urmeniș |
| Urmeniș | contains settlement | Urmeniș |
| Vetiș | capital | Vetiș |
| Vetiș | contains settlement | Vetiș |
| Vurpăr | contains settlement | Vurpăr |
| Vurpăr | capital | Vurpăr |
| Vădăstrița | located in the administrative territorial entity | Vădăstrița |
| Wilhelm Solheim | father | Wilhelm Solheim |
| Xiong Yan | father | Xiong Yan |
| regular tridecagon | dual to | regular tridecagon |
| After 7 | performer | After 7 |
| Ambroise Paré | depicts | Ambroise Paré |
| Apeldoorn | capital | Apeldoorn |
| Apeldoorn | contains settlement | Apeldoorn |
| Arsène Lupin | characters | Arsène Lupin |
| Arsène Lupin | characters | Arsène Lupin |
| Arsène Lupin | characters | Arsène Lupin |
| Banjar | located in the administrative territorial entity | Banjar |
| Barbie | part of the series | Barbie |
| Barbie | part of the series | Barbie |
| Bee Season | based on | Bee Season |
| Black Alien | part of | Black Alien |
| Black Christmas | based on | Black Christmas |
| Boroaia | capital | Boroaia |
| Boroaia | contains settlement | Boroaia |
| Boston | narrative location | Boston |
| Boston | twinned administrative body | Boston |
| Brebu Nou | located in the administrative territorial entity | Brebu Nou |
| Buești | contains settlement | Buești |
| Buești | capital | Buești |
| Bârsa | capital | Bârsa |
| Bârsa | contains settlement | Bârsa |
| Carl Cederström | father | Carl Cederström |
| Chicago | located in the administrative territorial entity | Chicago |
| Chicago | narrative location | Chicago |
| Chicago | narrative location | Chicago |
| Chicago | located in the administrative territorial entity | Chicago |
| Chicago | narrative location | Chicago |
| Chicago | located in the administrative territorial entity | Chicago |
| Cloppenburg | capital | Cloppenburg |
| Cloppenburg | contains the administrative territorial entity | Cloppenburg |
| Cordun | contains settlement | Cordun |
| Cordun | capital | Cordun |
| Coroisânmărtin | located in the administrative territorial entity | Coroisânmărtin |
| Darth Plagueis | characters | Darth Plagueis |
| Days of the New | performer | Days of the New |
| Days of the New | followed by | Days of the New |
| Days of the New | performer | Days of the New |
| Doom | part of the series | Doom |
| Doom | based on | Doom |
| Doom | part of the series | Doom |
| Double Oval | has part(s) | Double Oval |
| Drăgănești | contains settlement | Drăgănești |
| Drăgănești | capital | Drăgănești |
| Dumești | contains settlement | Dumești |
| Dumești | capital | Dumești |
| Durnești | capital | Durnești |
| Durnești | contains settlement | Durnești |
| Eighteen Visions | performer | Eighteen Visions |
| Ernest Tubb | performer | Ernest Tubb |
| European Champions Cup 2013 | followed by | European Champions Cup 2013 |
| Flight of the Conchords | performer | Flight of the Conchords |
| Flight of the Conchords | performer | Flight of the Conchords |
| Francesco Barberini | relative | Francesco Barberini |
| Freising | contains the administrative territorial entity | Freising |
| Fărcășești | contains settlement | Fărcășești |
| Fărcășești | capital | Fărcășești |
| Hănțești | located in the administrative territorial entity | Hănțești |
| King Lear | inspired by | King Lear |
| Large Two Forms | has part(s) | Large Two Forms |
| Lehliu Gară | located in the administrative territorial entity | Lehliu Gară |
| Leiria | located in the administrative territorial entity | Leiria |
| Loon op Zand | contains settlement | Loon op Zand |
| Louis Armand | named after | Louis Armand |
| Lozna | contains settlement | Lozna |
| Lozna | capital | Lozna |
| Luxembourg | country | Luxembourg |
| Luxembourg | country | Luxembourg |
| MAN Truck & Bus | parent organization | MAN Truck & Bus |
| Mae Sai | located in the administrative territorial entity | Mae Sai |
| Mae Sai | located in the administrative territorial entity | Mae Sai |
| Marcos | given name | Marcos |
| Min Buri | located in the administrative territorial entity | Min Buri |
| Mogoșani | located in the administrative territorial entity | Mogoșani |
| Moțăței | located in the administrative territorial entity | Moțăței |
| Naomi | given name | Naomi |
| Naughty by Nature | performer | Naughty by Nature |
| Odo | given name | Odo |
| Odorheiu Secuiesc | located in the administrative territorial entity | Odorheiu Secuiesc |
| Oscar | given name | Oscar |
| Peyton Place | based on | Peyton Place |
| Plăieșii de Jos | located in the administrative territorial entity | Plăieșii de Jos |
| Provița de Jos | located in the administrative territorial entity | Provița de Jos |
| Păușești | contains settlement | Păușești |
| Păușești | capital | Păușești |
| Quicksilver Messenger Service | performer | Quicksilver Messenger Service |
| Reclining Figure: Angles | has part(s) | Reclining Figure: Angles |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Reclining Figure: Hand | part of the series | Reclining Figure: Hand |
| Red House Painters | performer | Red House Painters |
| Red House Painters | performer | Red House Painters |
| Richard Hoare | relative | Richard Hoare |
| Rowan | has part(s) | Rowan |
| Rowan | family name identical to this given name | Rowan |
| Roșiori | located in the administrative territorial entity | Roșiori |
| Rusănești | located in the administrative territorial entity | Rusănești |
| Sai Mun | contains the administrative territorial entity | Sai Mun |
| Schinnen | contains settlement | Schinnen |
| Section de recherches, season 6 | followed by | Section de recherches, season 6 |
| Sighetu Marmației | contains settlement | Sighetu Marmației |
| Sighetu Marmației | capital | Sighetu Marmației |
| Someș-Odorhei | contains settlement | Someș-Odorhei |
| Someș-Odorhei | capital | Someș-Odorhei |
| Spencer Gore | child | Spencer Gore |
| The Black Adder | follows | The Black Adder |
| The Bourne Ultimatum | based on | The Bourne Ultimatum |
| The Fifth Element | based on | The Fifth Element |
| The Hunger | based on | The Hunger |
| Toby | given name | Toby |
| Tristania | performer | Tristania |
| Ulysses | based on | Ulysses |
| Van Halen | performer | Van Halen |
| Vânători | located in the administrative territorial entity | Vânători |
| William Penn | father | William Penn |
| Zvoriștea | contains settlement | Zvoriștea |
| Zvoriștea | capital | Zvoriștea |
| Șelimbăr | contains settlement | Șelimbăr |
| Șelimbăr | capital | Șelimbăr |
| Alexia | performer | Alexia |
| American Recordings | record label | American Recordings |
| Andrew | family name identical to this given name | Andrew |
| Anina | located in the administrative territorial entity | Anina |
| Antonin | given name | Antonin |
| Ariceștii Zeletin | contains settlement | Ariceștii Zeletin |
| Ariceștii Zeletin | capital | Ariceștii Zeletin |
| Asti | named after | Asti |
| Beliu | capital | Beliu |
| Beliu | contains settlement | Beliu |
| Bodoc | located in the administrative territorial entity | Bodoc |
| Callianassa | named after | Callianassa |
| Catalina Mk. II | based on | Catalina Mk. II |
| Ceamurlia de Jos | located in the administrative territorial entity | Ceamurlia de Jos |
| Chirnogeni | located in the administrative territorial entity | Chirnogeni |
| Cleveland | twinned administrative body | Cleveland |
| Curaçao | country | Curaçao |
| Cutting the Stone | based on | Cutting the Stone |
| Death of a Salesman | based on | Death of a Salesman |
| Delești | contains settlement | Delești |
| Delești | capital | Delești |
| Demmin | located in the administrative territorial entity | Demmin |
| Dudley | located in the administrative territorial entity | Dudley |
| Eddie Kendricks | performer | Eddie Kendricks |
| Egerton | family name identical to this given name | Egerton |
| Egerton | has part(s) | Egerton |
| Emile Verhaeren | depicts | Emile Verhaeren |
| F7 | ortholog | F7 |
| Fyodor Tyutchev | child | Fyodor Tyutchev |
| Havelterberg | named after | Havelterberg |
| Izvoarele | contains settlement | Izvoarele |
| Izvoarele | capital | Izvoarele |
| Jacob Bicker | father | Jacob Bicker |
| Jean-Thomas Taschereau | child | Jean-Thomas Taschereau |
| Kantang | contains the administrative territorial entity | Kantang |
| Kantang | located in the administrative territorial entity | Kantang |
| Kari Diesen | mother | Kari Diesen |
| Leyte | located in the administrative territorial entity | Leyte |
| Lucerne | located in the administrative territorial entity | Lucerne |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mary Magdalene | depicts | Mary Magdalene |
| Mest | performer | Mest |
| Mihail Kogălniceanu | located in the administrative territorial entity | Mihail Kogălniceanu |
| Mitsuhei Obuchi | father | Mitsuhei Obuchi |
| Moldovenești | capital | Moldovenești |
| Moldovenești | contains settlement | Moldovenești |
| Negrești | contains settlement | Negrești |
| Negrești | capital | Negrești |
| Negrești-Oaș | located in the administrative territorial entity | Negrești-Oaș |
| Ngawi | capital | Ngawi |
| Osica de Sus | located in the administrative territorial entity | Osica de Sus |
| Ovidiu | contains settlement | Ovidiu |
| Ovidiu | capital | Ovidiu |
| Parța | located in the administrative territorial entity | Parța |
| Perieni | contains settlement | Perieni |
| Perieni | capital | Perieni |
| Perry Como | performer | Perry Como |
| Planet of the Apes | based on | Planet of the Apes |
| Planet of the Apes | based on | Planet of the Apes |
| Podoleni | located in the administrative territorial entity | Podoleni |
| Poienile Izei | located in the administrative territorial entity | Poienile Izei |
| Roșiori | located in the administrative territorial entity | Roșiori |
| Ryan O'Shaughnessy | performer | Ryan O'Shaughnessy |
| Râmnicelu | located in the administrative territorial entity | Râmnicelu |
| Saint-Martin-d'Oney | located in the administrative territorial entity | Saint-Martin-d'Oney |
| Salzburg | capital | Salzburg |
| Salzburg | contains the administrative territorial entity | Salzburg |
| Samuel Alken | child | Samuel Alken |
| The Anonymous Venetian | based on | The Anonymous Venetian |
| The Fox and the Hound | based on | The Fox and the Hound |
| The Spy Who Came in from the Cold | based on | The Spy Who Came in from the Cold |
| The Wannadies | performer | The Wannadies |
| The Warriors | based on | The Warriors |
| Unna | located in the administrative territorial entity | Unna |
| Valea Salciei | contains settlement | Valea Salciei |
| Valea Salciei | capital | Valea Salciei |
| Victor Cousin | depicts | Victor Cousin |
| Walter | given name | Walter |
| Walter | given name | Walter |
| Working Model for Sheep Piece | has part(s) | Working Model for Sheep Piece |
| X-COM | part of the series | X-COM |
| Știubieni | capital | Știubieni |
| Știubieni | contains settlement | Știubieni |
| Achilles | named after | Achilles |
| Aita Mare | capital | Aita Mare |
| Aita Mare | contains settlement | Aita Mare |
| Ariceștii Rahtivani | contains settlement | Ariceștii Rahtivani |
| Ariceștii Rahtivani | capital | Ariceștii Rahtivani |
| Basilan | located in/on physical feature | Basilan |
| Blandt kløver og sopp | followed by | Blandt kløver og sopp |
| Boardwalk Empire | part of the series | Boardwalk Empire |
| Boeing Aircraft Cutaways | has edition or translation | Boeing Aircraft Cutaways |
| Bonifacio | given name | Bonifacio |
| Borșa | located in the administrative territorial entity | Borșa |
| Breakaway | part of | Breakaway |
| Brodina | located in the administrative territorial entity | Brodina |
| Cajvana | located in the administrative territorial entity | Cajvana |
| Chiojdeni | contains settlement | Chiojdeni |
| Chiojdeni | capital | Chiojdeni |
| Cicănești | located in the administrative territorial entity | Cicănești |
| Ciohorăni | contains settlement | Ciohorăni |
| Ciohorăni | capital | Ciohorăni |
| Clannad | performer | Clannad |
| Comana | located in the administrative territorial entity | Comana |
| Crețeni | located in the administrative territorial entity | Crețeni |
| Critters | has part(s) | Critters |
| Cârța | located in the administrative territorial entity | Cârța |
| Dagmar Andrtová-Voňková | performer | Dagmar Andrtová-Voňková |
| Dan Makham Tia | located in the administrative territorial entity | Dan Makham Tia |
| De Hoogt | located on street | De Hoogt |
| Densuș | contains settlement | Densuș |
| Densuș | capital | Densuș |
| Dezna | located in the administrative territorial entity | Dezna |
| Disentis | located in the administrative territorial entity | Disentis |
| Dumitra | capital | Dumitra |
| Dumitra | contains settlement | Dumitra |
| Durnești | located in the administrative territorial entity | Durnești |
| Elton John | performer | Elton John |
| Endor | parent astronomical body | Endor |
| Footloose | based on | Footloose |
| Francis Newbery | relative | Francis Newbery |
| Gherăești | contains settlement | Gherăești |
| Gherăești | capital | Gherăești |
| Glodeni | located in the administrative territorial entity | Glodeni |
| Gran Turismo | part of the series | Gran Turismo |
| Gran Turismo | part of the series | Gran Turismo |
| Granma | named after | Granma |
| Griva | performer | Griva |
| Groningen | located in the administrative territorial entity | Groningen |
| Groningen | contains the administrative territorial entity | Groningen |
| Grumăzești | capital | Grumăzești |
| Grumăzești | contains settlement | Grumăzești |
| Gérard Audran | depicts | Gérard Audran |
| Head of a Girl | has part(s) | Head of a Girl |
| Henry | family name identical to this given name | Henry |
| Henry | has part(s) | Henry |
| Iepurești | located in the administrative territorial entity | Iepurești |
| Indiana Jones | from narrative universe | Indiana Jones |
| Jagged Alliance | part of the series | Jagged Alliance |
| James Davidson | child | James Davidson |
| John Randolph | child | John Randolph |
| K2 | performer | K2 |
| Langeoog | located in the administrative territorial entity | Langeoog |
| Laos | country | Laos |
| Lightning Bolt | performer | Lightning Bolt |
| Margina | capital | Margina |
| Margina | contains settlement | Margina |
| Midori | given name | Midori |
| Mihăileni | contains settlement | Mihăileni |
| Mihăileni | capital | Mihăileni |
| Mogoșani | contains settlement | Mogoșani |
| Mogoșani | capital | Mogoșani |
| Murder on the Orient Express | based on | Murder on the Orient Express |
| Naidăș | located in the administrative territorial entity | Naidăș |
| Nils Bouveng | father | Nils Bouveng |
| Ono | has part(s) | Ono |
| Phoebe | given name | Phoebe |
| Phoenix | followed by | Phoenix |
| Pomi | located in the administrative territorial entity | Pomi |
| Quidam | performer | Quidam |
| Racovița | contains settlement | Racovița |
| Racovița | capital | Racovița |
| Reclining Figure No. 4 | part of the series | Reclining Figure No. 4 |
| Reclining Figure No. 4 | part of the series | Reclining Figure No. 4 |
| Reclining Figure No. 4 | part of the series | Reclining Figure No. 4 |
| Robert Walpole | child | Robert Walpole |
| Roberto Murolo e la sua chitarra | followed by | Roberto Murolo e la sua chitarra |
| Roth | contains the administrative territorial entity | Roth |
| Roșia | contains settlement | Roșia |
| Roșia | capital | Roșia |
| Roșiori | located in the administrative territorial entity | Roșiori |
| Răchiți | contains settlement | Răchiți |
| Răchiți | capital | Răchiți |
| Sai Noi | contains the administrative territorial entity | Sai Noi |
| Samir | given name | Samir |
| Samir | given name | Samir |
| Spanțov | located in the administrative territorial entity | Spanțov |
| Star Ocean | part of the series | Star Ocean |
| Stolniceni-Prăjescu | located in the administrative territorial entity | Stolniceni-Prăjescu |
| Sărulești | located in the administrative territorial entity | Sărulești |
| Tambacounda | located in the administrative territorial entity | Tambacounda |
| The Archers | performer | The Archers |
| The Empire of Lights | part of | The Empire of Lights |
| The It Girl | part of the series | The It Girl |
| The U.S. vs. John Lennon | soundtrack release | The U.S. vs. John Lennon |
| Tulcea | contains settlement | Tulcea |
| Tulcea | capital | Tulcea |
| Type 63 | conflict | Type 63 |
| Tâmboești | capital | Tâmboești |
| Tâmboești | contains settlement | Tâmboești |
| Upright Motive No. 7 | has part(s) | Upright Motive No. 7 |
| Venlo | located in the administrative territorial entity | Venlo |
| Veracruz | located in the administrative territorial entity | Veracruz |
| Vânători | located in the administrative territorial entity | Vânători |
| Vătava | contains settlement | Vătava |
| Vătava | capital | Vătava |
| Walter Devereux | child | Walter Devereux |
| William Goforth | child | William Goforth |
| XIII | based on | XIII |
| Your Face Sounds Familiar | based on | Your Face Sounds Familiar |
| Zapovit | edition or translation of | Zapovit |
| Zapovit | edition or translation of | Zapovit |
| Zapovit | edition or translation of | Zapovit |
| Însurăței | located in the administrative territorial entity | Însurăței |
| A Simple Plan | based on | A Simple Plan |
| Battle of Grunwald | depicts | Battle of Grunwald |
| Blijdorp | named after | Blijdorp |
| Bogda | located in the administrative territorial entity | Bogda |
| Bolboși | located in the administrative territorial entity | Bolboși |
| Bonded by Blood | named after | Bonded by Blood |
| Boss Hog | performer | Boss Hog |
| Bosse | named after | Bosse |
| Bror Cederström | child | Bror Cederström |
| Brădești | located in the administrative territorial entity | Brădești |
| Bung Khla | located in the administrative territorial entity | Bung Khla |
| Béla Bartók | child | Béla Bartók |
| Béla Bartók | relative | Béla Bartók |
| Chrysomela | parent taxon | Chrysomela |
| Cosmești | contains settlement | Cosmești |
| Cosmești | capital | Cosmești |
| Cudalbi | contains settlement | Cudalbi |
| Cudalbi | capital | Cudalbi |
| Donny Hathaway | performer | Donny Hathaway |
| Dragodana | located in the administrative territorial entity | Dragodana |
| Foundiougne Department | located in the administrative territorial entity | Foundiougne Department |
| František Schneider | child | František Schneider |
| François Coppée | depicts | François Coppée |
| George Bacon Wood | described by source | George Bacon Wood |
| Gurasada | capital | Gurasada |
| Gurasada | contains settlement | Gurasada |
| Hansel and Gretel | based on | Hansel and Gretel |
| Hansel and Gretel | based on | Hansel and Gretel |
| John Denver | performer | John Denver |
| Kendal | located in the administrative territorial entity | Kendal |
| Large Standing Figure: Knife Edge | has part(s) | Large Standing Figure: Knife Edge |
| Livada | capital | Livada |
| Livada | contains settlement | Livada |
| Mariachi El Bronx | followed by | Mariachi El Bronx |
| Martina von Schwerin | child | Martina von Schwerin |
| Mauritius | country | Mauritius |
| Meiningen | twinned administrative body | Meiningen |
| Mica | located in the administrative territorial entity | Mica |
| Molly Hatchet | performer | Molly Hatchet |
| Nanning van Foreest | father | Nanning van Foreest |
| Ocnița | contains settlement | Ocnița |
| Ocnița | capital | Ocnița |
| Peregu Mare | contains settlement | Peregu Mare |
| Peregu Mare | capital | Peregu Mare |
| Podoleni | capital | Podoleni |
| Podoleni | contains settlement | Podoleni |
| Priboieni | capital | Priboieni |
| Priboieni | contains settlement | Priboieni |
| Prigor | capital | Prigor |
| Prigor | contains settlement | Prigor |
| Rembang | capital | Rembang |
| SOCOM U.S. Navy SEALs | part of the series | SOCOM U.S. Navy SEALs |
| Santa Claus | depicts | Santa Claus |
| Slatina | located in the administrative territorial entity | Slatina |
| Soest | located in the administrative territorial entity | Soest |
| The Aggrolites | performer | The Aggrolites |
| The Great Gatsby | based on | The Great Gatsby |
| The Great Gatsby | based on | The Great Gatsby |
| The Great Gatsby | based on | The Great Gatsby |
| The Great Gatsby | based on | The Great Gatsby |
| The Great Gatsby | based on | The Great Gatsby |
| The Raven | based on | The Raven |
| The Raven | edition or translation of | The Raven |
| The Raven | edition or translation of | The Raven |
| The Raven | edition or translation of | The Raven |
| The Virgin Suicides | based on | The Virgin Suicides |
| Triage | based on | Triage |
| Veghel | capital | Veghel |
| Veghel | contains settlement | Veghel |
| Vișinești | located in the administrative territorial entity | Vișinești |
| Walter Gropius | father | Walter Gropius |
| Woking | located in the administrative territorial entity | Woking |
| iPad | subclass of | iPad |
| Șendriceni | contains settlement | Șendriceni |
| Șendriceni | capital | Șendriceni |
| Adjud | located in the administrative territorial entity | Adjud |
| Aninoasa | capital | Aninoasa |
| Aninoasa | contains settlement | Aninoasa |
| Annabel | given name | Annabel |
| Annabel | family name | Annabel |
| Arnulf | given name | Arnulf |
| Arnulf | given name | Arnulf |
| Assis Chateaubriand | named after | Assis Chateaubriand |
| Batu | located in the administrative territorial entity | Batu |
| Berghin | located in the administrative territorial entity | Berghin |
| Black Stone Cherry | performer | Black Stone Cherry |
| Brădești | capital | Brădești |
| Brădești | contains settlement | Brădești |
| Bucșani | contains settlement | Bucșani |
| Bucșani | capital | Bucșani |
| Bud Spencer Blues Explosion | performer | Bud Spencer Blues Explosion |
| Bălilești | located in the administrative territorial entity | Bălilești |
| Cameroon | country | Cameroon |
| Catalina | located in the administrative territorial entity | Catalina |
| Catane | located in the administrative territorial entity | Catane |
| Catherine of Bosnia | mother | Catherine of Bosnia |
| Chișlaz | contains settlement | Chișlaz |
| Chișlaz | capital | Chișlaz |
| Ciceu-Mihăiești | located in the administrative territorial entity | Ciceu-Mihăiești |
| Colonești | located in the administrative territorial entity | Colonești |
| Coțofenii din Față | located in the administrative territorial entity | Coțofenii din Față |
| Cârjiți | located in the administrative territorial entity | Cârjiți |
| Dalton | family name identical to this given name | Dalton |
| Damage | based on | Damage |
| Day of Fire | performer | Day of Fire |
| Dobreni | located in the administrative territorial entity | Dobreni |
| Double Indemnity | based on | Double Indemnity |
| Draped Reclining Mother and Baby | has part(s) | Draped Reclining Mother and Baby |
| Eclipse of Reason | has edition or translation | Eclipse of Reason |
| Eddie Santiago | performer | Eddie Santiago |
| Ende | located in the administrative territorial entity | Ende |
| Filipeștii de Târg | located in the administrative territorial entity | Filipeștii de Târg |
| František Veselý | child | František Veselý |
| Frumoasa | contains settlement | Frumoasa |
| Frumoasa | capital | Frumoasa |
| Gura Padinii | contains settlement | Gura Padinii |
| Gura Padinii | capital | Gura Padinii |
| Gyeongjeon Line | connecting line | Gyeongjeon Line |
| Hans von Matt | child | Hans von Matt |
| Henri, Prince of Condé | child | Henri, Prince of Condé |
| Highway 1 | has part(s) | Highway 1 |
| Hopârta | capital | Hopârta |
| Hopârta | contains settlement | Hopârta |
| Hypnos | performer | Hypnos |
| Hălmăgel | capital | Hălmăgel |
| Hălmăgel | contains settlement | Hălmăgel |
| Ideciu de Jos | located in the administrative territorial entity | Ideciu de Jos |
| Jeremiasz | given name | Jeremiasz |
| Lady Chatterley's Lover | based on | Lady Chatterley's Lover |
| Lajes do Pico | located in the administrative territorial entity | Lajes do Pico |
| Land of the Lost | based on | Land of the Lost |
| Laprida | capital | Laprida |
| Large Spindle Piece | has part(s) | Large Spindle Piece |
| Laslea | located in the administrative territorial entity | Laslea |
| Like a Prayer | part of | Like a Prayer |
| Limburg | shares border with | Limburg |
| Lorenzo | family name identical to this given name | Lorenzo |
| Luci | family name identical to this given name | Luci |
| Lunca | capital | Lunca |
| Lunca | contains settlement | Lunca |
| Mayke | given name | Mayke |
| Movila Miresii | contains settlement | Movila Miresii |
| Movila Miresii | capital | Movila Miresii |
| Mârșani | located in the administrative territorial entity | Mârșani |
| Negri | located in the administrative territorial entity | Negri |
| Neighbours from Hell | part of | Neighbours from Hell |
| Oarja | capital | Oarja |
| Oarja | contains settlement | Oarja |
| Ocna Șugatag | located in the administrative territorial entity | Ocna Șugatag |
| Osasco | twinned administrative body | Osasco |
| Parava | located in the administrative territorial entity | Parava |
| Parava | contains settlement | Parava |
| Parava | capital | Parava |
| Pierre | family name identical to this given name | Pierre |
| Prundu Bârgăului | located in the administrative territorial entity | Prundu Bârgăului |
| Raging Speedhorn | performer | Raging Speedhorn |
| Republic of Texas | country | Republic of Texas |
| Scărișoara | located in the administrative territorial entity | Scărișoara |
| Singing in the Twins Wonderland | follows | Singing in the Twins Wonderland |
| Stoicănești | located in the administrative territorial entity | Stoicănești |
| Strangers on a Train | based on | Strangers on a Train |
| Sânnicolau Mare | located in the administrative territorial entity | Sânnicolau Mare |
| Tegernsee | located in the administrative territorial entity | Tegernsee |
| The Rover Boys on the Ocean | edition or translation of | The Rover Boys on the Ocean |
| The Shadows | performer | The Shadows |
| The Sum of All Fears | based on | The Sum of All Fears |
| Three Men in a Boat | based on | Three Men in a Boat |
| Three Piece Reclining Figure: Draped | has part(s) | Three Piece Reclining Figure: Draped |
| Thutmose | given name | Thutmose |
| Thutmose | given name | Thutmose |
| Tilișca | contains settlement | Tilișca |
| Tilișca | capital | Tilișca |
| Tim Finn | performer | Tim Finn |
| Tomești | located in the administrative territorial entity | Tomești |
| Tulgheș | capital | Tulgheș |
| Tulgheș | contains settlement | Tulgheș |
| Unirea | located in the administrative territorial entity | Unirea |
| Vorkuta | located in the administrative territorial entity | Vorkuta |
| Văleni | located in the administrative territorial entity | Văleni |
| Wyns | location | Wyns |
| Ziduri | capital | Ziduri |
| Ziduri | contains settlement | Ziduri |
| Șag | located in the administrative territorial entity | Șag |
| Țuglui | capital | Țuglui |
| Țuglui | contains settlement | Țuglui |
| Aleșd | located in the administrative territorial entity | Aleșd |
| Alimpești | located in the administrative territorial entity | Alimpești |
| Amaru | capital | Amaru |
| Amaru | contains settlement | Amaru |
| Armavir | twinned administrative body | Armavir |
| Augustin | located in the administrative territorial entity | Augustin |
| Bad Dürkheim | located in the administrative territorial entity | Bad Dürkheim |
| Barabbas | based on | Barabbas |
| Bengkulu | located in the administrative territorial entity | Bengkulu |
| Biliran | contains the administrative territorial entity | Biliran |
| Bucecea | contains settlement | Bucecea |
| Bucecea | capital | Bucecea |
| Bucu | located in the administrative territorial entity | Bucu |
| Bârna | capital | Bârna |
| Bârna | contains settlement | Bârna |
| Cheap Trick | performer | Cheap Trick |
| Cheap Trick | performer | Cheap Trick |
| Churwalden | located in the administrative territorial entity | Churwalden |
| Circe | depicts | Circe |
| Crișcior | contains settlement | Crișcior |
| Crișcior | capital | Crișcior |
| Cugir | located in the administrative territorial entity | Cugir |
| Căpâlnița | contains settlement | Căpâlnița |
| Căpâlnița | capital | Căpâlnița |
| Danube | named after | Danube |
| Denis | family name identical to this given name | Denis |
| Die Ärzte | performer | Die Ärzte |
| Die Ärzte | performer | Die Ärzte |
| Dobromir | capital | Dobromir |
| Dobromir | contains settlement | Dobromir |
| Ender's Game | based on | Ender's Game |
| Erstein | located in the administrative territorial entity | Erstein |
| Falkenstein | twinned administrative body | Falkenstein |
| Farébersviller | located in the administrative territorial entity | Farébersviller |
| Forlorn River | based on | Forlorn River |
| Frank Lampard | father | Frank Lampard |
| Gods and Generals | based on | Gods and Generals |
| Graveyard Shift | based on | Graveyard Shift |
| Hat Yai | contains the administrative territorial entity | Hat Yai |
| Heerde | located in the administrative territorial entity | Heerde |
| Heleșteni | contains settlement | Heleșteni |
| Heleșteni | capital | Heleșteni |
| Heleșteni | located in the administrative territorial entity | Heleșteni |
| Hoot | tracklist | Hoot |
| I Am Legend | based on | I Am Legend |
| Jake Bugg | performer | Jake Bugg |
| Jake Bugg | named after | Jake Bugg |
| James Franklin Alexander | main subject | James Franklin Alexander |
| John Taylor | child | John Taylor |
| Kingdom of Great Britain | country | Kingdom of Great Britain |
| Lam Plai Mat | located in the administrative territorial entity | Lam Plai Mat |
| Leu | located in the administrative territorial entity | Leu |
| Linda Davis | performer | Linda Davis |
| Lisa | capital | Lisa |
| Lisa | contains settlement | Lisa |
| Malnaș | contains settlement | Malnaș |
| Malnaș | capital | Malnaș |
| Manasia | located in the administrative territorial entity | Manasia |
| Maxwell | given name | Maxwell |
| Maya | given name | Maya |
| Miguel de Bragança | father | Miguel de Bragança |
| Moreno | given name | Moreno |
| Nanning van Foreest | father | Nanning van Foreest |
| Oncești | capital | Oncești |
| Oncești | contains settlement | Oncești |
| Poienarii Burchii | located in the administrative territorial entity | Poienarii Burchii |
| Postal | part of the series | Postal |
| Prem | given name | Prem |
| Pădureni | capital | Pădureni |
| Pădureni | contains settlement | Pădureni |
| Regis | family name identical to this given name | Regis |
| Repedea | contains settlement | Repedea |
| Repedea | capital | Repedea |
| Ruth | characters | Ruth |
| Răcășdia | contains settlement | Răcășdia |
| Răcășdia | capital | Răcășdia |
| Saint Barbara | depicts | Saint Barbara |
| Saint Barbara | depicts | Saint Barbara |
| Saint Barbara | depicts | Saint Barbara |
| Say Anything | performer | Say Anything |
| Sponge Cola | performer | Sponge Cola |
| Sucevița | located in the administrative territorial entity | Sucevița |
| Super Mario Bros. | based on | Super Mario Bros. |
| Super Monkey Ball | part of the series | Super Monkey Ball |
| São Paulo | capital | São Paulo |
| Săcălășeni | capital | Săcălășeni |
| Săcălășeni | contains settlement | Săcălășeni |
| The Postman Always Rings Twice | based on | The Postman Always Rings Twice |
| The Postman Always Rings Twice | based on | The Postman Always Rings Twice |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure No. 1 | part of the series | Three Piece Reclining Figure No. 1 |
| Three Piece Reclining Figure: Draped | has part(s) | Three Piece Reclining Figure: Draped |
| Thung Chang | contains the administrative territorial entity | Thung Chang |
| Thung Chang | named after | Thung Chang |
| Tomești | contains settlement | Tomești |
| Tomești | capital | Tomești |
| Tone | has part(s) | Tone |
| Tracy Lawrence | performer | Tracy Lawrence |
| Two Piece Reclining Figure No. 9 | has part(s) | Two Piece Reclining Figure No. 9 |
| Vâlcelele | capital | Vâlcelele |
| Vâlcelele | contains settlement | Vâlcelele |
| Wade | family name identical to this given name | Wade |
| Wandong | located in the administrative territorial entity | Wandong |
| Winterswijk | capital | Winterswijk |
| Winterswijk | contains settlement | Winterswijk |
| tellurium | subclass of | tellurium |
| Șirna | located in the administrative territorial entity | Șirna |
| Baotou–Lanzhou railway | connecting line | Baotou–Lanzhou railway |
| Bernard Palissy | depicts | Bernard Palissy |
| Bernd Rosemeyer | child | Bernd Rosemeyer |
| Bârghiș | located in the administrative territorial entity | Bârghiș |
| CYP1A2 | encodes | CYP1A2 |
| Cartel | performer | Cartel |
| Cernavodă | located in the administrative territorial entity | Cernavodă |
| Charles | said to be the same as | Charles |
| Charles | given name | Charles |
| Chiojdeanca | located in the administrative territorial entity | Chiojdeanca |
| Călmățuiu | located in the administrative territorial entity | Călmățuiu |
| Cănești | contains settlement | Cănești |
| Cănești | capital | Cănești |
| Căpușu Mare | capital | Căpușu Mare |
| Căpușu Mare | contains settlement | Căpușu Mare |
| David Stierncrona | child | David Stierncrona |
| Djibouti | contains the administrative territorial entity | Djibouti |
| Djibouti | named after | Djibouti |
| Djibouti | capital | Djibouti |
| Dobroteasa | contains settlement | Dobroteasa |
| Dobroteasa | capital | Dobroteasa |
| Domenico Modugno | followed by | Domenico Modugno |
| Donald Tusk | father | Donald Tusk |
| Family Group | has part(s) | Family Group |
| Family Group | has part(s) | Family Group |
| Gura Ocniței | located in the administrative territorial entity | Gura Ocniței |
| Gustaf Petrén | father | Gustaf Petrén |
| Gârbovi | located in the administrative territorial entity | Gârbovi |
| Henry | part of | Henry |
| Henry | subclass of | Henry |
| Ina | part of | Ina |
| James Dickson | child | James Dickson |
| Jordan | country | Jordan |
| Karanganyar | capital | Karanganyar |
| Kendal | capital | Kendal |
| Kiyevskaya | has part(s) | Kiyevskaya |
| Livezi | located in the administrative territorial entity | Livezi |
| Luna Sea | performer | Luna Sea |
| Madagascar | country | Madagascar |
| Mao: A Life | edition or translation of | Mao: A Life |
| Martin Luther | main subject | Martin Luther |
| Maxime Lalanne | depicts | Maxime Lalanne |
| Meseșenii de Jos | contains settlement | Meseșenii de Jos |
| Meseșenii de Jos | capital | Meseșenii de Jos |
| Montesquieu | depicts | Montesquieu |
| Montesquieu | depicts | Montesquieu |
| Nojorid | capital | Nojorid |
| Nojorid | contains settlement | Nojorid |
| Ohaba Lungă | contains settlement | Ohaba Lungă |
| Ohaba Lungă | capital | Ohaba Lungă |
| Out | based on | Out |
| Oval with Points | has part(s) | Oval with Points |
| Phoenix | follows | Phoenix |
| Pietroasa | located in the administrative territorial entity | Pietroasa |
| Prejmer | capital | Prejmer |
| Prejmer | contains settlement | Prejmer |
| Prince Henry of Prussia | child | Prince Henry of Prussia |
| Psamathe | named after | Psamathe |
| Pungești | capital | Pungești |
| Pungești | contains settlement | Pungești |
| Reghin | located in the administrative territorial entity | Reghin |
| Rochdale | located in the administrative territorial entity | Rochdale |
| Rolando | given name | Rolando |
| Rosalie | given name | Rosalie |
| Sandy | given name | Sandy |
| Sillery | twinned administrative body | Sillery |
| The Flight of the Phoenix | based on | The Flight of the Phoenix |
| The Prisoner of Chillon | based on | The Prisoner of Chillon |
| The Sound of Music | part of | The Sound of Music |
| Three Standing Figures | has part(s) | Three Standing Figures |
| Tulca | contains settlement | Tulca |
| Tulca | capital | Tulca |
| Târgu Secuiesc | contains settlement | Târgu Secuiesc |
| Târgu Secuiesc | capital | Târgu Secuiesc |
| Valea Argovei | capital | Valea Argovei |
| Valea Argovei | contains settlement | Valea Argovei |
| Vărădia de Mureș | capital | Vărădia de Mureș |
| Vărădia de Mureș | contains settlement | Vărădia de Mureș |
| Wille | family name identical to this given name | Wille |
| William Barrowby | father | William Barrowby |
| region of Malta | instance of | region of Malta |
| Șieu-Măgheruș | capital | Șieu-Măgheruș |
| Șieu-Măgheruș | contains settlement | Șieu-Măgheruș |
| Agostino | family name identical to this given name | Agostino |
| Aristide Briand | depicts | Aristide Briand |
| Bantul | located in the administrative territorial entity | Bantul |
| Battlestar Galactica | based on | Battlestar Galactica |
| Boghicea | capital | Boghicea |
| Boghicea | contains settlement | Boghicea |
| Brett Dennen | performer | Brett Dennen |
| Bridget Jones: The Edge of Reason | based on | Bridget Jones: The Edge of Reason |
| Bucecea | located in the administrative territorial entity | Bucecea |
| Bulbucata | located in the administrative territorial entity | Bulbucata |
| Butea | located in the administrative territorial entity | Butea |
| Băbana | capital | Băbana |
| Băbana | contains settlement | Băbana |
| Capitoline Wolf | based on | Capitoline Wolf |
| Charles De Geer | father | Charles De Geer |
| Chatuchak | located in the administrative territorial entity | Chatuchak |
| Cireșu | located in the administrative territorial entity | Cireșu |
| Club Bangaz | follows | Club Bangaz |
| Council of Orange | followed by | Council of Orange |
| Cuca | contains settlement | Cuca |
| Cuca | capital | Cuca |
| Ditrău | contains settlement | Ditrău |
| Ditrău | capital | Ditrău |
| Doctor Zhivago | based on | Doctor Zhivago |
| Dragomirești | contains settlement | Dragomirești |
| Dragomirești | capital | Dragomirești |
| Edvard Petrén | father | Edvard Petrén |
| Emmi | given name | Emmi |
| Farah | located in the administrative territorial entity | Farah |
| Fuyuan | contains the administrative territorial entity | Fuyuan |
| Gers | named after | Gers |
| Greg Lake | performer | Greg Lake |
| Grădinari | located in the administrative territorial entity | Grădinari |
| Guglielmo | given name | Guglielmo |
| Huedin | located in the administrative territorial entity | Huedin |
| Jan van Goyen | named after | Jan van Goyen |
| Jawbox | performer | Jawbox |
| Jiří Kvita | child | Jiří Kvita |
| Johan | participant | Johan |
| Johan Willem Frisokazerne | part of | Johan Willem Frisokazerne |
| Johannes Olearius | child | Johannes Olearius |
| John Walter | father | John Walter |
| József Kautzky | child | József Kautzky |
| Lesquin | located in the administrative territorial entity | Lesquin |
| Love Story | follows | Love Story |
| Lunca de Jos | located in the administrative territorial entity | Lunca de Jos |
| Lycus | father | Lycus |
| Manfred Mann's Earth Band | performer | Manfred Mann's Earth Band |
| Mehadia | capital | Mehadia |
| Mehadia | contains settlement | Mehadia |
| Money in the Bank | follows | Money in the Bank |
| Money in the Bank | followed by | Money in the Bank |
| Moquegua | capital | Moquegua |
| Negrești | contains settlement | Negrești |
| Negrești | capital | Negrești |
| Nenciulești | capital | Nenciulești |
| Nenciulești | contains settlement | Nenciulești |
| Noemi | given name | Noemi |
| Ocoliș | capital | Ocoliș |
| Ocoliș | contains settlement | Ocoliș |
| Putineiu | located in the administrative territorial entity | Putineiu |
| Pyu city-states | capital | Pyu city-states |
| Pătârlagele | contains settlement | Pătârlagele |
| Pătârlagele | capital | Pătârlagele |
| Ready | based on | Ready |
| Samuel Lewis | father | Samuel Lewis |
| Satchinez | located in the administrative territorial entity | Satchinez |
| Schitu | contains settlement | Schitu |
| Schitu | capital | Schitu |
| Seaca | located in the administrative territorial entity | Seaca |
| Shadowrun | part of the series | Shadowrun |
| Shadowrun | part of the series | Shadowrun |
| Shadowrun | part of the series | Shadowrun |
| Shadowrun | based on | Shadowrun |
| Shadowrun | part of the series | Shadowrun |
| Stejaru | located in the administrative territorial entity | Stejaru |
| Stăuceni | located in the administrative territorial entity | Stăuceni |
| Susan | given name | Susan |
| Săcălaz | located in the administrative territorial entity | Săcălaz |
| Telciu | located in the administrative territorial entity | Telciu |
| The Cross and the Switchblade | based on | The Cross and the Switchblade |
| The Last Dictatorship in Europe. Belarus under Lukashenko | edition or translation of | The Last Dictatorship in Europe. Belarus under Lukashenko |
| The Moon and Sixpence | based on | The Moon and Sixpence |
| The Three Stooges | based on | The Three Stooges |
| Tuttlingen | located in the administrative territorial entity | Tuttlingen |
| Vârciorog | located in the administrative territorial entity | Vârciorog |
| Vârfu Câmpului | located in the administrative territorial entity | Vârfu Câmpului |
| Vărădia de Mureș | located in the administrative territorial entity | Vărădia de Mureș |
| William Watson | child | William Watson |
| Wonosobo | capital | Wonosobo |
| Abraham des Amorie van der Hoeven | child | Abraham des Amorie van der Hoeven |
| Altenglan | headquarters location | Altenglan |
| Amara | contains settlement | Amara |
| Amara | capital | Amara |
| Angélica | followed by | Angélica |
| Angélica | follows | Angélica |
| Atlantis | narrative location | Atlantis |
| Aurich | located in the administrative territorial entity | Aurich |
| Band | capital | Band |
| Band | contains settlement | Band |
| Bechet | contains settlement | Bechet |
| Bechet | capital | Bechet |
| Beclean | located in the administrative territorial entity | Beclean |
| Besa | given name | Besa |
| Bozovici | located in the administrative territorial entity | Bozovici |
| Brusturoasa | capital | Brusturoasa |
| Brusturoasa | contains settlement | Brusturoasa |
| Bujoreni | capital | Bujoreni |
| Bujoreni | contains settlement | Bujoreni |
| Băilești | contains settlement | Băilești |
| Băilești | capital | Băilești |
| Cașin | located in the administrative territorial entity | Cașin |
| Chilia Veche | contains settlement | Chilia Veche |
| Chilia Veche | capital | Chilia Veche |
| Coesfeld | located in the administrative territorial entity | Coesfeld |
| Corbasca | contains settlement | Corbasca |
| Corbasca | capital | Corbasca |
| Coșereni | contains settlement | Coșereni |
| Coșereni | capital | Coșereni |
| Cut | capital | Cut |
| Cut | contains settlement | Cut |
| Căpleni | located in the administrative territorial entity | Căpleni |
| Daredevil | present in work | Daredevil |
| Dobrin | located in the administrative territorial entity | Dobrin |
| Dudești | located in the administrative territorial entity | Dudești |
| Dumbrăvești | contains settlement | Dumbrăvești |
| Dumbrăvești | capital | Dumbrăvești |
| Ednita Nazario | performer | Ednita Nazario |
| Edward Henry Bernhard | owned by | Edward Henry Bernhard |
| Facing New York | performer | Facing New York |
| Fatherland | based on | Fatherland |
| Feldru | contains settlement | Feldru |
| Feldru | capital | Feldru |
| Filipeștii de Pădure | located in the administrative territorial entity | Filipeștii de Pădure |
| Francis Scott | child | Francis Scott |
| Garmisch-Partenkirchen | located in the administrative territorial entity | Garmisch-Partenkirchen |
| Gemenele | located in the administrative territorial entity | Gemenele |
| Goes | capital | Goes |
| Grover Cleveland | depicts | Grover Cleveland |
| Gura Râului | contains settlement | Gura Râului |
| Gura Râului | capital | Gura Râului |
| Hangu | contains settlement | Hangu |
| Hangu | capital | Hangu |
| John of Brienne | father | John of Brienne |
| Kaiserslautern | shares border with | Kaiserslautern |
| Kandahar | capital | Kandahar |
| Kleinpolderplein | partially coincident with | Kleinpolderplein |
| Kumphawapi | contains the administrative territorial entity | Kumphawapi |
| Lat Krabang | contains the administrative territorial entity | Lat Krabang |
| Le Bourget | depicts | Le Bourget |
| Lovrin | located in the administrative territorial entity | Lovrin |
| Mardi Gras | depicts | Mardi Gras |
| Mario Losada | father | Mario Losada |
| Martin | has part(s) | Martin |
| Mongolian | writing system | Mongolian |
| Moțăței | contains settlement | Moțăței |
| Moțăței | capital | Moțăței |
| Mălini | capital | Mălini |
| Mălini | contains settlement | Mălini |
| Nana | based on | Nana |
| Nămoloasa | contains settlement | Nămoloasa |
| Nămoloasa | capital | Nămoloasa |
| Otto Hess | father | Otto Hess |
| Plesoiu | located in the administrative territorial entity | Plesoiu |
| Podeni | located in the administrative territorial entity | Podeni |
| Poienile de sub Munte | located in the administrative territorial entity | Poienile de sub Munte |
| Pringsewu | capital | Pringsewu |
| Pucioasa | located in the administrative territorial entity | Pucioasa |
| Raffaele | family name identical to this given name | Raffaele |
| Rădăuți-Prut | located in the administrative territorial entity | Rădăuți-Prut |
| Războieni | contains settlement | Războieni |
| Sangkha | capital | Sangkha |
| Sergio | family name identical to this given name | Sergio |
| Sfântu Gheorghe | contains settlement | Sfântu Gheorghe |
| Sfântu Gheorghe | capital | Sfântu Gheorghe |
| Slobozia Mândra | located in the administrative territorial entity | Slobozia Mândra |
| Stolnici | contains settlement | Stolnici |
| Stolnici | capital | Stolnici |
| Stâlpeni | located in the administrative territorial entity | Stâlpeni |
| Sânsimion | located in the administrative territorial entity | Sânsimion |
| Săcădat | contains settlement | Săcădat |
| Săcădat | capital | Săcădat |
| Tanacu | capital | Tanacu |
| Tanacu | contains settlement | Tanacu |
| The Wayward Bus | based on | The Wayward Bus |
| Third Day | performer | Third Day |
| Third Day | performer | Third Day |
| Tormac | located in the administrative territorial entity | Tormac |
| Verena | given name | Verena |
| William Hazlitt | father | William Hazlitt |
| Zuidhorn | named after | Zuidhorn |
| Șimian | contains settlement | Șimian |
| Șimian | capital | Șimian |
| Abra | given name | Abra |
| All Quiet on the Western Front | based on | All Quiet on the Western Front |
| Anna Pavlova | depicts | Anna Pavlova |
| Avrămeni | contains settlement | Avrămeni |
| Avrămeni | capital | Avrămeni |
| Avrămești | capital | Avrămești |
| Avrămești | contains settlement | Avrămești |
Indeed it does, but not many. Most of these are for a few specific relations and many seem to come from errors in the knowledge graph. Some of these are legitimmate, for example it is valid to say that country A is "located in the administrative territorial entity" of country A. Others are clearly erroneous, like the edges denoting people as their own father. A few are not wrong but add no real information, for example the self-loops with the relation "said to be the same as".
Instance Type of Nodes
The most common relation "instance of" is of particular interest. It denotes the basic type each node/entity belongs to.
Symmetric Relations
Let's now start with a small example of basic motif mining. Here we try to find out to what extent the different edge relations are symmetric. We first find the subgraphs matching the motif "(a)-[r1]->(b); (b)-[r2]->(a)", filter for those where the edge relation is the same and count how many such 2-cycles exist for each relations. We then compute how large fraction of the total edges are part of such motifs. This indicates if a relation is symmetric in general.
val twoCycles = graph.find("(a)-[r1]->(b); (b)-[r2]->(a)")
val symCycles = twoCycles.filter("r1.rel == r2.rel")
val symCounts = symCycles.select("r1.src", "r1.rel", "r1.dst").groupBy("rel").count().cache()
display(symCounts)
| rel | count |
|---|---|
| part of | 506.0 |
| family name | 27.0 |
| parent astronomical body | 2.0 |
| topic's main Wikimedia portal | 1.0 |
| shares border with | 204711.0 |
| based on | 3932.0 |
| present in work | 30.0 |
| separated from | 2.0 |
| writing system | 9.0 |
| topic's main category | 1.0 |
| given name version for other gender | 258.0 |
| father | 926.0 |
| performer | 1492.0 |
| place of burial | 9.0 |
| influenced by | 4.0 |
| developer | 17.0 |
| depicts | 1757.0 |
| fictional or mythical analog of | 4.0 |
| producer | 18.0 |
| shape | 1.0 |
| taxon synonym | 59.0 |
| located in or next to body of water | 8.0 |
| replaced by | 10.0 |
| part of the series | 2407.0 |
| interleaves with | 28.0 |
| narrative location | 54.0 |
| participant | 10.0 |
| capital of | 14.0 |
| characters | 46.0 |
| collection | 1.0 |
| structure replaced by | 1.0 |
| owner of | 1.0 |
| has part(s) | 2095.0 |
| located in the administrative territorial entity | 5688.0 |
| employer | 4.0 |
| chairperson | 28.0 |
| place of birth | 11.0 |
| lyrics by | 4.0 |
| subclass of | 185.0 |
| instance of | 45937.0 |
| located on street | 24.0 |
| named after | 678.0 |
| mother house | 1.0 |
| country of origin | 2.0 |
| encoded by | 7.0 |
| composer | 3.0 |
| occupant | 5.0 |
| place of death | 2.0 |
| relative | 874.0 |
| director | 2.0 |
| category's main topic | 1.0 |
| spouse | 31112.0 |
| author | 9.0 |
| located in/on physical feature | 29.0 |
| pendant of | 214.0 |
| record label | 5.0 |
| from narrative universe | 1.0 |
| ortholog | 1863.0 |
| conferred by | 1.0 |
| diplomatic relation | 58.0 |
| sport | 1.0 |
| Wikimedia portal's main topic | 1.0 |
| child astronomical body | 2.0 |
| adjacent station | 24278.0 |
| companion of | 24.0 |
| mother | 18.0 |
| location of creation | 4.0 |
| imported from Wikimedia project | 32.0 |
| replaces | 7.0 |
| has facility | 1.0 |
| Unknown | 89075.0 |
| inspired by | 27.0 |
| student of | 2.0 |
| readable file format | 1.0 |
| commissioned by | 1.0 |
| statement is subject of | 8.0 |
| programmed in | 1.0 |
| origin of the watercourse | 2.0 |
| capital | 4274.0 |
| contains settlement | 4105.0 |
| founded by | 75.0 |
| member of | 34.0 |
| tracklist | 34.0 |
| notable work | 7.0 |
| lake outflow | 10.0 |
| tributary | 2.0 |
| follows | 737.0 |
| feast day | 1.0 |
| discoverer or inventor | 4.0 |
| movement | 3.0 |
| said to be the same as | 14782.0 |
| terminus | 128.0 |
| owned by | 13.0 |
| edition or translation of | 134.0 |
| mouth of the watercourse | 16.0 |
| student | 6.0 |
| scheduled service destination | 6.0 |
| cast member | 22.0 |
| described by source | 16.0 |
| connecting line | 12.0 |
| decays to | 2.0 |
| home venue | 1.0 |
| software engine | 6.0 |
| soundtrack release | 11.0 |
| depicted by | 14.0 |
| copyright license | 1.0 |
| catalog | 1.0 |
| architect | 6.0 |
| has use | 2.0 |
| parent taxon | 21.0 |
| residence | 2.0 |
| country | 283.0 |
| headquarters location | 17.0 |
| has edition or translation | 132.0 |
| home world | 1.0 |
| color | 6.0 |
| encodes | 8.0 |
| doctoral advisor | 2.0 |
| dedicated to | 7.0 |
| opposite of | 1405.0 |
| filming location | 9.0 |
| territory claimed by | 2.0 |
| partially coincident with | 482.0 |
| point group | 1.0 |
| winner | 280.0 |
| stock exchange | 2.0 |
| child | 934.0 |
| location | 63.0 |
| family name identical to this given name | 301.0 |
| given name | 1054.0 |
| dual to | 254.0 |
| made from material | 1.0 |
| unmarried partner | 650.0 |
| is a list of | 11.0 |
| genre | 50149.0 |
| affiliation | 2.0 |
| contains the administrative territorial entity | 291.0 |
| interchange station | 59.0 |
| significant drug interaction | 1404.0 |
| killed by | 10.0 |
| main subject | 4274.0 |
| partner in business or sport | 4.0 |
| political ideology | 9.0 |
| screenwriter | 5.0 |
| twinned administrative body | 38504.0 |
| crew member(s) | 2.0 |
| published in | 4.0 |
| presenter | 4.0 |
| manufacturer | 4.0 |
| followed by | 755.0 |
| contributor to the creative work or subject | 25.0 |
| website account on | 1.0 |
| conflict | 1.0 |
| chief executive officer | 4.0 |
| publisher | 11.0 |
| creator | 17.0 |
| facet of | 6.0 |
| parent organization | 1.0 |
| operator | 2.0 |
| underlies | 1.0 |
val symCountsRenamed = symCounts.select(($"rel").as("symRel"), ($"count").as("symCount"))
val relCountsRenamed = relCounts.select(($"rel").as("totRel"), ($"count").as("totalCount"))
val joinedCounts = symCountsRenamed.join(relCountsRenamed, symCountsRenamed("symRel") === relCountsRenamed("totRel"), "inner")
val symFractionDf = joinedCounts.select(($"symRel").as("rel"), ($"symCount"/$"totalCount").as("symFraction")) // Compute #relation is symmetric / #relation occurs
display(symFractionDf)
| rel | symFraction |
|---|---|
| part of | 8.165373009085188e-3 |
| family name | 2.85826196500217e-4 |
| topic's main Wikimedia portal | 1.6129032258064516e-3 |
| parent astronomical body | 4.016064257028112e-3 |
| shares border with | 1.002355187778485 |
| based on | 0.671448087431694 |
| present in work | 7.374631268436578e-3 |
| separated from | 8.695652173913043e-2 |
| topic's main category | 7.158196134574087e-4 |
| writing system | 1.8711018711018712e-2 |
| father | 2.1411394746577876e-2 |
| given name version for other gender | 1.015748031496063 |
| performer | 1.5973277947883432e-2 |
| place of burial | 2.8832292167227293e-4 |
| influenced by | 1.2903225806451613e-2 |
| developer | 1.176877812391831e-3 |
| depicts | 3.150439304285458e-2 |
| fictional or mythical analog of | 2.564102564102564e-2 |
| producer | 4.3741342859225776e-4 |
| shape | 1.3333333333333334e-2 |
| taxon synonym | 0.34104046242774566 |
| located in or next to body of water | 9.512485136741973e-3 |
| replaced by | 1.394700139470014e-2 |
| part of the series | 9.866775978684157e-2 |
| interleaves with | 1.0 |
| participant | 1.0198878123406426e-3 |
| narrative location | 3.2177332856632105e-3 |
| capital of | 6.511627906976744e-2 |
| characters | 1.627166607711355e-2 |
| collection | 3.600748955782803e-5 |
| owner of | 7.142857142857142e-2 |
| structure replaced by | 3.125e-2 |
| has part(s) | 6.474242096480114e-2 |
| located in the administrative territorial entity | 1.4064551544059285e-2 |
| employer | 5.0138507627320475e-5 |
| chairperson | 1.1720385098367517e-2 |
| place of birth | 1.6157936484620582e-5 |
| lyrics by | 1.0689470871191875e-3 |
| instance of | 1.7955320617603306e-2 |
| subclass of | 3.920737522517749e-3 |
| located on street | 5.948692526955013e-4 |
| named after | 3.1024068820353252e-2 |
| mother house | 4.545454545454545e-3 |
| country of origin | 2.8497335499130832e-5 |
| composer | 6.584723441615452e-4 |
| encoded by | 3.6784025223331584e-3 |
| occupant | 9.777082518576457e-4 |
| place of death | 6.155304487524737e-6 |
| relative | 0.4855555555555556 |
| director | 2.504351310401823e-5 |
| category's main topic | 9.910802775024777e-4 |
| author | 2.822909478702716e-4 |
| spouse | 0.9890640895218719 |
| located in/on physical feature | 6.831566548881037e-3 |
| record label | 5.584907346387124e-5 |
| pendant of | 1.2738095238095237 |
| from narrative universe | 2.7662517289073305e-4 |
| ortholog | 1.007027027027027 |
| conferred by | 2.881844380403458e-3 |
| diplomatic relation | 9.965635738831616e-2 |
| sport | 1.7501793933878222e-5 |
| Wikimedia portal's main topic | 1.607717041800643e-3 |
| child astronomical body | 4.694835680751174e-3 |
| location of creation | 3.980099502487562e-3 |
| mother | 1.0422094841063053e-3 |
| adjacent station | 0.9560526108529573 |
| companion of | 1.0 |
| imported from Wikimedia project | 4.5714285714285714e-2 |
| replaces | 1.3257575757575758e-2 |
| has facility | 1.1904761904761904e-2 |
| Unknown | 0.8739783553606295 |
| inspired by | 8.307692307692308e-2 |
| student of | 8.964589870013447e-4 |
| readable file format | 4.3478260869565216e-2 |
| commissioned by | 2.105263157894737e-3 |
| programmed in | 1.4792899408284023e-3 |
| statement is subject of | 5.128205128205128e-2 |
| origin of the watercourse | 1.3245033112582781e-2 |
| capital | 0.2968674029311662 |
| founded by | 2.0598736610821202e-2 |
| contains settlement | 0.6863400769102157 |
| member of | 5.708050029379669e-4 |
| tracklist | 5.128205128205128e-2 |
| lake outflow | 3.436426116838488e-2 |
| notable work | 4.412784466998676e-4 |
| tributary | 5.58659217877095e-3 |
| follows | 4.241921930218369e-3 |
| feast day | 1.584786053882726e-3 |
| discoverer or inventor | 7.9805275128686e-5 |
| movement | 3.394817245671608e-4 |
| said to be the same as | 0.9737812911725955 |
| terminus | 5.0058662495111456e-2 |
| owned by | 5.840071877807727e-4 |
| edition or translation of | 0.19910846953937592 |
| mouth of the watercourse | 3.4460478139134183e-3 |
| student | 1.0291595197255575e-2 |
| scheduled service destination | 9.230769230769231e-2 |
| cast member | 3.966293714866751e-5 |
| described by source | 5.766596986953074e-4 |
| home venue | 2.7114967462039046e-4 |
| decays to | 4.784688995215311e-4 |
| connecting line | 1.738878423416896e-3 |
| software engine | 3.0211480362537764e-3 |
| soundtrack release | 0.34375 |
| depicted by | 0.2857142857142857 |
| copyright license | 3.741114852225963e-4 |
| catalog | 1.0309278350515464e-2 |
| architect | 8.441193021947102e-4 |
| has use | 6.146281499692685e-4 |
| parent taxon | 1.851753875456325e-4 |
| residence | 5.379236148466917e-4 |
| country | 6.858511097216365e-4 |
| headquarters location | 2.7296082209377005e-3 |
| has edition or translation | 0.11934900542495479 |
| home world | 6.25e-2 |
| color | 1.1406844106463879e-2 |
| encodes | 4.206098843322818e-3 |
| doctoral advisor | 3.1645569620253164e-3 |
| dedicated to | 2.413793103448276e-2 |
| opposite of | 0.9908321579689704 |
| filming location | 7.000622277535781e-4 |
| territory claimed by | 5.8823529411764705e-2 |
| partially coincident with | 0.8441330998248686 |
| point group | 1.2658227848101266e-2 |
| winner | 0.29350104821802936 |
| stock exchange | 2.11864406779661e-3 |
| child | 1.5460504535522744e-2 |
| location | 8.260345098861908e-4 |
| family name identical to this given name | 0.8624641833810889 |
| given name | 8.100794169887642e-4 |
| dual to | 0.9921875 |
| made from material | 2.0082740892477006e-5 |
| unmarried partner | 0.7328072153325818 |
| is a list of | 6.577767147042994e-4 |
| genre | 0.27999776667318055 |
| affiliation | 1.1111111111111112e-2 |
| contains the administrative territorial entity | 1.9813440457547493e-3 |
| interchange station | 0.7866666666666666 |
| significant drug interaction | 0.8036634230108758 |
| killed by | 3.2679738562091505e-2 |
| main subject | 0.29023495857666715 |
| political ideology | 3.739094308267553e-3 |
| partner in business or sport | 0.8 |
| screenwriter | 1.0432532810315688e-4 |
| twinned administrative body | 1.0104975855553222 |
| crew member(s) | 1.0793308148947653e-3 |
| published in | 3.766478342749529e-3 |
| presenter | 4.3859649122807015e-3 |
| manufacturer | 6.268609935746748e-4 |
| followed by | 4.350005473516821e-3 |
| contributor to the creative work or subject | 2.771618625277162e-2 |
| website account on | 8.535336292249915e-5 |
| conflict | 2.184598580010923e-5 |
| chief executive officer | 1.3559322033898305e-2 |
| publisher | 3.6730332576465877e-4 |
| creator | 5.656484993678046e-4 |
| facet of | 3.4502587694077054e-3 |
| parent organization | 1.869158878504673e-3 |
| operator | 1.7373175816539263e-4 |
| underlies | 1.25e-2 |
Inspecting these results we can see that the relations with highest symmetry in the graph match our intuition for symmetric relations. We here find things like "opposite of", "companion of" and "unmarried partner".
Different types of relations
Next, we can look at the relations in terms of their multiplicities. We are interested in grouping the relationships based on if they go from one or many entitites (1/M) to one or many other entitites. This gives us the four categories:
- 1-1: Which relations have a 1-1 correspondence, e.g., "married to"?
- 1-M: Which relations have 1-M, e.g., "is birthplace of"?
- M-1: Which relations have M-1, e.g., "is born in city"?
- M-M: Which relations are many-to-many, e.g., "classmates"?
To do this analysis we work with the dataframe containing the edges of the graph. The pattern (?-M), relations to many entitites, can be detected by finding some set of edge with the same source entity and relation. This means that the source entity has this relation to multipl other entities, and this relation can in general be ?-M. In a similar way the pattern (M-?) can be found by finding edges with the same relation and destination entity. To then classify each relation into the four categories it is enough to consider which of the two patterns above the relation matches. For example, if it matches none of them it is a 1-1 relation. Below we perform this computation.
val srcRelGrp = graph.edges.groupBy("src","rel").count() // Count how many times each combination of source entity and relation occurs
val relSrcGrp = graph.edges.groupBy("rel", "dst").count() // Same for combinations of relation and destination entity
srcRelGrp: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
relSrcGrp: org.apache.spark.sql.DataFrame = [rel: string, dst: string ... 1 more field]
// Find the maximum times such combinations occur for each relation
val rel_max_srcgrp = relSrcGrp.groupBy("rel").max()
val rel_max_dstgrp = srcRelGrp.groupBy("rel").max()
rel_max_srcgrp: org.apache.spark.sql.DataFrame = [rel: string, max(count): bigint]
rel_max_dstgrp: org.apache.spark.sql.DataFrame = [rel: string, max(count): bigint]
// Join into one dataframe
val jointrel = rel_max_dstgrp.join(rel_max_srcgrp,rel_max_dstgrp("rel") === rel_max_srcgrp("rel"), "inner")
val newColumns = Seq("rel","src_count","rel","dst_count")
val rel_count_src_dst = jointrel.toDF(newColumns:_*)
jointrel: org.apache.spark.sql.DataFrame = [rel: string, max(count): bigint ... 2 more fields]
newColumns: Seq[String] = List(rel, src_count, rel, dst_count)
rel_count_src_dst: org.apache.spark.sql.DataFrame = [rel: string, src_count: bigint ... 2 more fields]
display(rel_count_src_dst)
| rel | src_count | rel | dst_count |
|---|---|---|---|
| godparent | 2.0 | godparent | 1.0 |
| interaction | 4.0 | interaction | 17.0 |
| part of | 33.0 | part of | 1461.0 |
| molecular function | 47.0 | molecular function | 947.0 |
| disease transmission process | 1.0 | disease transmission process | 1.0 |
| place served by transport hub | 2.0 | place served by transport hub | 3.0 |
| IUCN protected areas category | 3.0 | IUCN protected areas category | 508.0 |
| playing hand | 3.0 | playing hand | 1318.0 |
| topic's main Wikimedia portal | 2.0 | topic's main Wikimedia portal | 6.0 |
| family name | 104.0 | family name | 4629.0 |
| general manager | 2.0 | general manager | 1.0 |
| parent astronomical body | 2.0 | parent astronomical body | 50.0 |
| shares border with | 76.0 | shares border with | 76.0 |
| mushroom cap shape | 1.0 | mushroom cap shape | 516.0 |
| based on | 27.0 | based on | 150.0 |
| present in work | 46.0 | present in work | 441.0 |
| public holiday | 15.0 | public holiday | 25.0 |
| separated from | 2.0 | separated from | 2.0 |
| filmography | 12.0 | filmography | 2.0 |
| represented by | 2.0 | represented by | 8.0 |
| honorific suffix | 1.0 | honorific suffix | 1.0 |
| standards body | 2.0 | standards body | 11.0 |
| track gauge | 3.0 | track gauge | 640.0 |
| guest of honor | 2.0 | guest of honor | 1.0 |
| topic's main category | 37.0 | topic's main category | 40.0 |
| sexual orientation | 2.0 | sexual orientation | 2902.0 |
| writing system | 4.0 | writing system | 256.0 |
| father | 13.0 | father | 69.0 |
| given name version for other gender | 3.0 | given name version for other gender | 3.0 |
| industry | 13.0 | industry | 1370.0 |
| applies to jurisdiction | 28.0 | applies to jurisdiction | 54.0 |
| worshipped by | 3.0 | worshipped by | 192.0 |
| crystal system | 2.0 | crystal system | 182.0 |
| performer | 60.0 | performer | 140.0 |
| business division | 37.0 | business division | 4.0 |
| place of burial | 5.0 | place of burial | 3043.0 |
| influenced by | 10.0 | influenced by | 7.0 |
| this taxon is source of | 2.0 | this taxon is source of | 4.0 |
| discovery method | 1.0 | discovery method | 8.0 |
| developer | 9.0 | developer | 499.0 |
| fictional universe described in | 11.0 | fictional universe described in | 4.0 |
| head of state | 23.0 | head of state | 42.0 |
| PEGI rating | 4.0 | PEGI rating | 779.0 |
| notation | 1.0 | notation | 1.0 |
| depicts | 692.0 | depicts | 3303.0 |
| currency | 23.0 | currency | 67.0 |
| ESRB rating | 3.0 | ESRB rating | 1086.0 |
| binding of software library | 1.0 | binding of software library | 1.0 |
| replaced synonym (for nom. nov.) | 1.0 | replaced synonym (for nom. nov.) | 1.0 |
| armament | 14.0 | armament | 162.0 |
| fictional or mythical analog of | 2.0 | fictional or mythical analog of | 2.0 |
| basic form of government | 6.0 | basic form of government | 61.0 |
| electoral district | 1.0 | electoral district | 2.0 |
| producer | 17.0 | producer | 397.0 |
| shape | 1.0 | shape | 28.0 |
| taxon synonym | 16.0 | taxon synonym | 2.0 |
| highest judicial authority | 2.0 | highest judicial authority | 2.0 |
| located in or next to body of water | 5.0 | located in or next to body of water | 38.0 |
| replaced by | 10.0 | replaced by | 9.0 |
| part of the series | 55.0 | part of the series | 577.0 |
| Eight Banner register | 2.0 | Eight Banner register | 55.0 |
| after a work by | 1.0 | after a work by | 1.0 |
| measured physical quantity | 2.0 | measured physical quantity | 3.0 |
| interleaves with | 3.0 | interleaves with | 3.0 |
| participant | 106.0 | participant | 36.0 |
| narrative location | 11.0 | narrative location | 1904.0 |
| lake on watercourse | 6.0 | lake on watercourse | 2.0 |
| recorded at studio or venue | 7.0 | recorded at studio or venue | 21.0 |
| transport network | 16.0 | transport network | 844.0 |
| place of origin (Switzerland) | 4.0 | place of origin (Switzerland) | 75.0 |
| capital of | 6.0 | capital of | 2.0 |
| official language | 24.0 | official language | 1327.0 |
| list related to category | 1.0 | list related to category | 1.0 |
| avionics | 5.0 | avionics | 6.0 |
| location of landing | 1.0 | location of landing | 3.0 |
| airline alliance | 2.0 | airline alliance | 59.0 |
| collection | 80.0 | collection | 5290.0 |
| characters | 53.0 | characters | 71.0 |
| donated by | 3.0 | donated by | 3.0 |
| film editor | 8.0 | film editor | 29.0 |
| executive producer | 10.0 | executive producer | 28.0 |
| chivalric order | 1.0 | chivalric order | 1.0 |
| structure replaced by | 2.0 | structure replaced by | 2.0 |
| owner of | 4.0 | owner of | 2.0 |
| has part(s) | 103.0 | has part(s) | 432.0 |
| located in the administrative territorial entity | 258.0 | located in the administrative territorial entity | 7237.0 |
| employer | 11.0 | employer | 3198.0 |
| sponsor | 7.0 | sponsor | 2.0 |
| hair color | 1.0 | hair color | 138.0 |
| chairperson | 20.0 | chairperson | 31.0 |
| cathedral | 2.0 | cathedral | 2.0 |
| place of birth | 25.0 | place of birth | 14404.0 |
| lyrics by | 6.0 | lyrics by | 174.0 |
| has seal, badge, or sigil | 1.0 | has seal, badge, or sigil | 2.0 |
| instance of | 439.0 | instance of | 1510474.0 |
| subclass of | 12.0 | subclass of | 1930.0 |
| located on street | 47.0 | located on street | 726.0 |
| exclave of | 3.0 | exclave of | 3.0 |
| points/goal scored by | 6.0 | points/goal scored by | 2.0 |
| structural engineer | 2.0 | structural engineer | 53.0 |
| named after | 258.0 | named after | 545.0 |
| maintained by | 10.0 | maintained by | 845.0 |
| officially opened by | 3.0 | officially opened by | 5.0 |
| mother house | 4.0 | mother house | 14.0 |
| rector | 119.0 | rector | 2.0 |
| country of origin | 19.0 | country of origin | 27099.0 |
| medical condition | 5.0 | medical condition | 918.0 |
| carries scientific instrument | 1.0 | carries scientific instrument | 1.0 |
| CPU | 2.0 | CPU | 119.0 |
| original combination | 1.0 | original combination | 1.0 |
| airline hub | 11.0 | airline hub | 10.0 |
| has facet polytope | 4.0 | has facet polytope | 208.0 |
| consecrator | 3.0 | consecrator | 6.0 |
| site of astronomical discovery | 2.0 | site of astronomical discovery | 12986.0 |
| licensed to broadcast to | 1.0 | licensed to broadcast to | 3.0 |
| instrumentation | 13.0 | instrumentation | 18.0 |
| category related to list | 1.0 | category related to list | 1.0 |
| handedness | 3.0 | handedness | 444.0 |
| has vertex figure | 1.0 | has vertex figure | 1.0 |
| medical examination | 5.0 | medical examination | 7.0 |
| Code of nomenclature | 1.0 | Code of nomenclature | 737.0 |
| list of characters | 1.0 | list of characters | 1.0 |
| encoded by | 2.0 | encoded by | 2.0 |
| composer | 6.0 | composer | 202.0 |
| main building contractor | 2.0 | main building contractor | 61.0 |
| allegiance | 3.0 | allegiance | 27.0 |
| translator | 3.0 | translator | 19.0 |
| organizer | 3.0 | organizer | 66.0 |
| occupant | 10.0 | occupant | 102.0 |
| represents | 1.0 | represents | 1.0 |
| place of death | 15.0 | place of death | 17262.0 |
| political alignment | 2.0 | political alignment | 8.0 |
| programmer | 2.0 | programmer | 17.0 |
| solved by | 2.0 | solved by | 1.0 |
| relative | 9.0 | relative | 6.0 |
| legislated by | 1.0 | legislated by | 25.0 |
| physically interacts with | 2.0 | physically interacts with | 1.0 |
| member of sports team | 55.0 | member of sports team | 1795.0 |
| director | 51.0 | director | 543.0 |
| category of associated people | 2.0 | category of associated people | 1.0 |
| category's main topic | 3.0 | category's main topic | 4.0 |
| introduced feature | 1.0 | introduced feature | 1.0 |
| spouse | 22.0 | spouse | 22.0 |
| author | 85.0 | author | 1462.0 |
| basin country | 22.0 | basin country | 12.0 |
| position played on team / speciality | 7.0 | position played on team / speciality | 1682.0 |
| sex or gender | 106.0 | sex or gender | 1277035.0 |
| codomain | 1.0 | codomain | 4.0 |
| located in/on physical feature | 11.0 | located in/on physical feature | 321.0 |
| foundational text | 3.0 | foundational text | 6.0 |
| choreographer | 1.0 | choreographer | 1.0 |
| director of photography | 23.0 | director of photography | 423.0 |
| language of work or name | 35.0 | language of work or name | 1722.0 |
| powered by | 4.0 | powered by | 184.0 |
| patron saint | 5.0 | patron saint | 54.0 |
| record label | 40.0 | record label | 3454.0 |
| pendant of | 8.0 | pendant of | 8.0 |
| list of works | 3.0 | list of works | 1.0 |
| from narrative universe | 3.0 | from narrative universe | 982.0 |
| proved by | 2.0 | proved by | 2.0 |
| position held | 33.0 | position held | 13796.0 |
| diocese | 5.0 | diocese | 122.0 |
| ortholog | 2.0 | ortholog | 2.0 |
| home port | 2.0 | home port | 6.0 |
| endemic to | 4.0 | endemic to | 44.0 |
| lifestyle | 2.0 | lifestyle | 326.0 |
| category combines topics | 4.0 | category combines topics | 8018.0 |
| day in year for periodic occurrence | 14.0 | day in year for periodic occurrence | 4.0 |
| conferred by | 3.0 | conferred by | 13.0 |
| postsynaptic connection | 1.0 | postsynaptic connection | 1.0 |
| cover art by | 2.0 | cover art by | 10.0 |
| has pet | 1.0 | has pet | 2.0 |
| archives at | 4.0 | archives at | 87.0 |
| game mode | 9.0 | game mode | 15220.0 |
| diplomatic relation | 133.0 | diplomatic relation | 94.0 |
| office held by head of government | 12.0 | office held by head of government | 1594.0 |
| found in taxon | 4.0 | found in taxon | 1985.0 |
| IUCN conservation status | 1.0 | IUCN conservation status | 1963.0 |
| Wikimedia portal's main topic | 6.0 | Wikimedia portal's main topic | 2.0 |
| sport | 18.0 | sport | 36409.0 |
| native language | 3.0 | native language | 1340.0 |
| has contributing factor | 3.0 | has contributing factor | 1.0 |
| family | 10.0 | family | 168.0 |
| country of citizenship | 80.0 | country of citizenship | 215882.0 |
| child astronomical body | 49.0 | child astronomical body | 2.0 |
| mother | 6.0 | mother | 60.0 |
| adjacent station | 12.0 | adjacent station | 11.0 |
| location of creation | 7.0 | location of creation | 116.0 |
| companion of | 2.0 | companion of | 2.0 |
| noble title | 3.0 | noble title | 2956.0 |
| imported from Wikimedia project | 16.0 | imported from Wikimedia project | 249.0 |
| central bank/issuer | 2.0 | central bank/issuer | 2.0 |
| replaces | 9.0 | replaces | 5.0 |
| has facility | 7.0 | has facility | 15.0 |
| Unknown | 269.0 | Unknown | 810.0 |
| cause of death | 5.0 | cause of death | 5153.0 |
| inspired by | 5.0 | inspired by | 10.0 |
| inflows | 20.0 | inflows | 6.0 |
| designed by | 6.0 | designed by | 27.0 |
| student of | 9.0 | student of | 80.0 |
| location of formation | 2.0 | location of formation | 21.0 |
| readable file format | 4.0 | readable file format | 4.0 |
| commissioned by | 3.0 | commissioned by | 14.0 |
| overlies | 2.0 | overlies | 3.0 |
| religion or worldview | 9.0 | religion or worldview | 16455.0 |
| has immediate cause | 2.0 | has immediate cause | 7.0 |
| coat of arms | 2.0 | coat of arms | 8.0 |
| target | 3.0 | target | 2.0 |
| statement is subject of | 6.0 | statement is subject of | 16.0 |
| input device | 5.0 | input device | 1881.0 |
| ethnic group | 3.0 | ethnic group | 2853.0 |
| programmed in | 6.0 | programmed in | 194.0 |
| origin of the watercourse | 2.0 | origin of the watercourse | 9.0 |
| captain | 2.0 | captain | 3.0 |
| used by | 2.0 | used by | 2.0 |
| country for sport | 2.0 | country for sport | 6.0 |
| list of episodes | 1.0 | list of episodes | 2.0 |
| voice actor | 20.0 | voice actor | 70.0 |
| main regulatory text | 3.0 | main regulatory text | 82.0 |
| capital | 7.0 | capital | 28.0 |
| source of energy | 6.0 | source of energy | 16.0 |
| academic degree | 4.0 | academic degree | 9389.0 |
| minor planet group | 2.0 | minor planet group | 39042.0 |
| founded by | 16.0 | founded by | 10.0 |
| contains settlement | 52.0 | contains settlement | 7.0 |
| surface played on | 3.0 | surface played on | 188.0 |
| member of | 48.0 | member of | 5863.0 |
| librettist | 5.0 | librettist | 12.0 |
| tracklist | 27.0 | tracklist | 3.0 |
| activating neurotransmitter | 1.0 | activating neurotransmitter | 2.0 |
| instruction set | 2.0 | instruction set | 8.0 |
| review score by | 1.0 | review score by | 1.0 |
| notable work | 49.0 | notable work | 38.0 |
| tributary | 19.0 | tributary | 2.0 |
| official residence | 2.0 | official residence | 18.0 |
| lake outflow | 2.0 | lake outflow | 6.0 |
| has quality | 6.0 | has quality | 4.0 |
| constellation | 5.0 | constellation | 22.0 |
| taxon rank | 3.0 | taxon rank | 99472.0 |
| continent | 5.0 | continent | 1809.0 |
| follows | 52.0 | follows | 50.0 |
| valid in period | 5.0 | valid in period | 2.0 |
| feast day | 3.0 | feast day | 6.0 |
| stipe character | 1.0 | stipe character | 450.0 |
| head coach | 38.0 | head coach | 6.0 |
| terminus location | 4.0 | terminus location | 11.0 |
| discoverer or inventor | 5.0 | discoverer or inventor | 12992.0 |
| movement | 12.0 | movement | 1542.0 |
| distribution format | 7.0 | distribution format | 1743.0 |
| said to be the same as | 31.0 | said to be the same as | 31.0 |
| applies to part | 2.0 | applies to part | 1.0 |
| office contested | 1.0 | office contested | 6.0 |
| terminus | 11.0 | terminus | 35.0 |
| owned by | 18.0 | owned by | 845.0 |
| manifestation of | 1.0 | manifestation of | 2.0 |
| edition or translation of | 15.0 | edition or translation of | 12.0 |
| speaker | 2.0 | speaker | 1.0 |
| definition domain | 1.0 | definition domain | 1.0 |
| mouth of the watercourse | 6.0 | mouth of the watercourse | 72.0 |
| field of work | 29.0 | field of work | 619.0 |
| launch contractor | 1.0 | launch contractor | 2.0 |
| student | 14.0 | student | 5.0 |
| architectural style | 26.0 | architectural style | 706.0 |
| Fach | 3.0 | Fach | 111.0 |
| proxy | 7.0 | proxy | 1.0 |
| central bank | 1.0 | central bank | 1.0 |
| plaintiff | 1.0 | plaintiff | 1.0 |
| addressee | 2.0 | addressee | 1.0 |
| scheduled service destination | 51.0 | scheduled service destination | 3.0 |
| possible treatment | 2.0 | possible treatment | 1.0 |
| educated at | 18.0 | educated at | 11262.0 |
| cast member | 282.0 | cast member | 347.0 |
| described by source | 13.0 | described by source | 9578.0 |
| chief operating officer | 1.0 | chief operating officer | 1.0 |
| immediate cause of | 1.0 | immediate cause of | 1.0 |
| ancestral home | 2.0 | ancestral home | 6.0 |
| curator | 1.0 | curator | 2.0 |
| home venue | 6.0 | home venue | 12.0 |
| decays to | 10.0 | decays to | 12.0 |
| item operated | 51.0 | item operated | 102.0 |
| connecting line | 14.0 | connecting line | 144.0 |
| space tug | 1.0 | space tug | 4.0 |
| category for people who died here | 4.0 | category for people who died here | 2.0 |
| natural reservoir of | 1.0 | natural reservoir of | 1.0 |
| software engine | 6.0 | software engine | 251.0 |
| voice type | 4.0 | voice type | 2719.0 |
| candidate | 11.0 | candidate | 4.0 |
| approved by | 3.0 | approved by | 5.0 |
| fuel system | 1.0 | fuel system | 1.0 |
| soundtrack release | 8.0 | soundtrack release | 2.0 |
| copyright license | 8.0 | copyright license | 1462.0 |
| commemorates | 2.0 | commemorates | 3.0 |
| depicted by | 3.0 | depicted by | 3.0 |
| illustrator | 5.0 | illustrator | 57.0 |
| catalog | 2.0 | catalog | 50.0 |
| kinship to subject | 1.0 | kinship to subject | 1.0 |
| architect | 13.0 | architect | 155.0 |
| has use | 7.0 | has use | 412.0 |
| enclave within | 3.0 | enclave within | 3.0 |
| parent taxon | 7.0 | parent taxon | 3135.0 |
| has subsidiary | 9.0 | has subsidiary | 2.0 |
| residence | 9.0 | residence | 98.0 |
| honorific prefix | 3.0 | honorific prefix | 52.0 |
| defendant | 1.0 | defendant | 1.0 |
| country | 258.0 | country | 84551.0 |
| crosses | 3.0 | crosses | 82.0 |
| IMA status and/or rank | 3.0 | IMA status and/or rank | 294.0 |
| shooting handedness | 1.0 | shooting handedness | 4.0 |
| brand | 1.0 | brand | 22.0 |
| editor | 18.0 | editor | 9.0 |
| headquarters location | 13.0 | headquarters location | 171.0 |
| torch lit by | 6.0 | torch lit by | 1.0 |
| has edition or translation | 12.0 | has edition or translation | 166.0 |
| distributed by | 4.0 | distributed by | 91.0 |
| CERO rating | 2.0 | CERO rating | 659.0 |
| home world | 2.0 | home world | 5.0 |
| category for films shot at this location | 2.0 | category for films shot at this location | 1.0 |
| league | 8.0 | league | 107.0 |
| color | 11.0 | color | 104.0 |
| encodes | 2.0 | encodes | 2.0 |
| original language of film or TV show | 22.0 | original language of film or TV show | 53297.0 |
| doctoral advisor | 4.0 | doctoral advisor | 14.0 |
| spore print color | 1.0 | spore print color | 280.0 |
| top-level Internet domain | 3.0 | top-level Internet domain | 6.0 |
| located on linear feature | 1.0 | located on linear feature | 1.0 |
| mascot | 1.0 | mascot | 2.0 |
| discography | 1.0 | discography | 1.0 |
| dedicated to | 4.0 | dedicated to | 17.0 |
| USK rating | 4.0 | USK rating | 473.0 |
| award received | 34.0 | award received | 15971.0 |
| penalty | 1.0 | penalty | 112.0 |
| GSRR rating | 1.0 | GSRR rating | 3.0 |
| opposite of | 3.0 | opposite of | 3.0 |
| topic's main template | 1.0 | topic's main template | 1.0 |
| NATO code for grade | 2.0 | NATO code for grade | 3.0 |
| radio format | 1.0 | radio format | 1.0 |
| unveiled by | 2.0 | unveiled by | 1.0 |
| filming location | 14.0 | filming location | 1040.0 |
| port of registry | 3.0 | port of registry | 7.0 |
| afflicts | 7.0 | afflicts | 5.0 |
| template has topic | 1.0 | template has topic | 1.0 |
| military rank | 10.0 | military rank | 1834.0 |
| territory claimed by | 4.0 | territory claimed by | 6.0 |
| partially coincident with | 21.0 | partially coincident with | 24.0 |
| flag | 1.0 | flag | 8.0 |
| point group | 2.0 | point group | 12.0 |
| winner | 18.0 | winner | 26.0 |
| destination point | 2.0 | destination point | 17.0 |
| stock exchange | 5.0 | stock exchange | 407.0 |
| child | 69.0 | child | 14.0 |
| engine configuration | 1.0 | engine configuration | 79.0 |
| parent of this hybrid, breed, or cultivar | 2.0 | parent of this hybrid, breed, or cultivar | 1.0 |
| convicted of | 4.0 | convicted of | 1460.0 |
| space group | 5.0 | space group | 89.0 |
| category for people born here | 3.0 | category for people born here | 2.0 |
| stated in | 6.0 | stated in | 3.0 |
| space launch vehicle | 1.0 | space launch vehicle | 45.0 |
| oath made by | 3.0 | oath made by | 1.0 |
| diplomatic mission sent | 2.0 | diplomatic mission sent | 92.0 |
| referee | 7.0 | referee | 4.0 |
| tonality | 2.0 | tonality | 18.0 |
| location | 256.0 | location | 5283.0 |
| of | 1.0 | of | 2.0 |
| eye color | 2.0 | eye color | 223.0 |
| foods traditionally associated | 2.0 | foods traditionally associated | 1.0 |
| is pollinator of | 1.0 | is pollinator of | 1.0 |
| guidance system | 2.0 | guidance system | 35.0 |
| vice-county | 1.0 | vice-county | 1.0 |
| production company | 9.0 | production company | 1511.0 |
| GUI toolkit or framework | 4.0 | GUI toolkit or framework | 35.0 |
| family name identical to this given name | 3.0 | family name identical to this given name | 3.0 |
| natural product of taxon | 4.0 | natural product of taxon | 2.0 |
| party chief representative | 5.0 | party chief representative | 2.0 |
| motto | 1.0 | motto | 2.0 |
| member of political party | 11.0 | member of political party | 21072.0 |
| hymenium attachment | 2.0 | hymenium attachment | 322.0 |
| connecting service | 13.0 | connecting service | 182.0 |
| symptoms and signs | 8.0 | symptoms and signs | 6.0 |
| vessel class | 4.0 | vessel class | 61.0 |
| ammunition | 9.0 | ammunition | 49.0 |
| language regulatory body | 3.0 | language regulatory body | 3.0 |
| undercarriage | 1.0 | undercarriage | 27.0 |
| depends on software | 1.0 | depends on software | 2.0 |
| input set | 1.0 | input set | 3.0 |
| taxonomic type | 1.0 | taxonomic type | 3.0 |
| military branch | 10.0 | military branch | 10147.0 |
| primary destinations | 16.0 | primary destinations | 4.0 |
| including | 4.0 | including | 1.0 |
| head of government | 90.0 | head of government | 9.0 |
| type of orbit | 1.0 | type of orbit | 269.0 |
| given name | 106.0 | given name | 26120.0 |
| cause of destruction | 2.0 | cause of destruction | 10.0 |
| officeholder | 12.0 | officeholder | 2.0 |
| structure replaces | 1.0 | structure replaces | 1.0 |
| located in time zone | 13.0 | located in time zone | 25664.0 |
| blood type | 1.0 | blood type | 9.0 |
| participant in | 36.0 | participant in | 9207.0 |
| list of monuments | 7.0 | list of monuments | 2.0 |
| work location | 14.0 | work location | 3944.0 |
| vehicle | 2.0 | vehicle | 42.0 |
| dual to | 2.0 | dual to | 2.0 |
| executive body | 2.0 | executive body | 12.0 |
| religious order | 4.0 | religious order | 1168.0 |
| astronaut mission | 8.0 | astronaut mission | 3.0 |
| legal form | 3.0 | legal form | 85.0 |
| located on astronomical body | 1.0 | located on astronomical body | 40.0 |
| name day | 3.0 | name day | 5.0 |
| mineral fracture | 1.0 | mineral fracture | 5.0 |
| made from material | 134.0 | made from material | 19846.0 |
| doctoral student | 16.0 | doctoral student | 2.0 |
| unmarried partner | 8.0 | unmarried partner | 8.0 |
| heritage designation | 60.0 | heritage designation | 53050.0 |
| appointed by | 2.0 | appointed by | 29.0 |
| exhibition history | 28.0 | exhibition history | 37.0 |
| product or material produced | 21.0 | product or material produced | 17.0 |
| languages spoken, written or signed | 10.0 | languages spoken, written or signed | 31379.0 |
| platform | 30.0 | platform | 5894.0 |
| instrument | 19.0 | instrument | 9593.0 |
| operating system | 13.0 | operating system | 204.0 |
| place of publication | 9.0 | place of publication | 126.0 |
| is a list of | 5.0 | is a list of | 8357.0 |
| academic thesis | 2.0 | academic thesis | 1.0 |
| professorship | 3.0 | professorship | 21.0 |
| genre | 216.0 | genre | 9431.0 |
| biological process | 205.0 | biological process | 257.0 |
| manner of death | 3.0 | manner of death | 2643.0 |
| anthem | 2.0 | anthem | 52.0 |
| affiliation | 3.0 | affiliation | 47.0 |
| cleavage | 1.0 | cleavage | 50.0 |
| route of administration | 4.0 | route of administration | 18.0 |
| significant event | 11.0 | significant event | 815.0 |
| academic major | 2.0 | academic major | 4.0 |
| contains the administrative territorial entity | 902.0 | contains the administrative territorial entity | 26.0 |
| cell component | 38.0 | cell component | 649.0 |
| asteroid spectral type | 2.0 | asteroid spectral type | 143.0 |
| highest point | 2.0 | highest point | 4.0 |
| parent club | 4.0 | parent club | 6.0 |
| temporal range start | 1.0 | temporal range start | 4.0 |
| EC enzyme classification | 1.0 | EC enzyme classification | 1.0 |
| temporal range end | 2.0 | temporal range end | 4.0 |
| hymenium type | 1.0 | hymenium type | 707.0 |
| asteroid family | 1.0 | asteroid family | 24.0 |
| interchange station | 3.0 | interchange station | 3.0 |
| legislative body | 3.0 | legislative body | 96.0 |
| start point | 2.0 | start point | 18.0 |
| streak color | 1.0 | streak color | 25.0 |
| significant drug interaction | 42.0 | significant drug interaction | 44.0 |
| has effect | 2.0 | has effect | 1.0 |
| killed by | 5.0 | killed by | 27.0 |
| political ideology | 19.0 | political ideology | 248.0 |
| main subject | 51.0 | main subject | 1564.0 |
| basionym | 1.0 | basionym | 8.0 |
| partner in business or sport | 1.0 | partner in business or sport | 1.0 |
| wing configuration | 2.0 | wing configuration | 252.0 |
| screenwriter | 65.0 | screenwriter | 191.0 |
| type of variable star | 2.0 | type of variable star | 2.0 |
| mushroom ecological type | 2.0 | mushroom ecological type | 587.0 |
| fossil found in this unit | 2.0 | fossil found in this unit | 2.0 |
| field of this occupation | 3.0 | field of this occupation | 12.0 |
| successful candidate | 12.0 | successful candidate | 12.0 |
| dan/kyu rank | 1.0 | dan/kyu rank | 5.0 |
| measurement scale | 3.0 | measurement scale | 4.0 |
| twinned administrative body | 98.0 | twinned administrative body | 98.0 |
| occupation | 137.0 | occupation | 223411.0 |
| has cause | 5.0 | has cause | 2.0 |
| crew member(s) | 10.0 | crew member(s) | 148.0 |
| Digital Rights Management system | 1.0 | Digital Rights Management system | 13.0 |
| edibility | 1.0 | edibility | 185.0 |
| bodies of water basin category | 1.0 | bodies of water basin category | 17.0 |
| published in | 3.0 | published in | 212.0 |
| original broadcaster | 7.0 | original broadcaster | 385.0 |
| presenter | 24.0 | presenter | 11.0 |
| director / manager | 36.0 | director / manager | 4.0 |
| location of discovery | 3.0 | location of discovery | 7.0 |
| theme music | 1.0 | theme music | 1.0 |
| GHS signal word | 1.0 | GHS signal word | 1.0 |
| manufacturer | 11.0 | manufacturer | 160.0 |
| takes place in fictional universe | 5.0 | takes place in fictional universe | 83.0 |
| chromosome | 2.0 | chromosome | 98.0 |
| product certification | 2.0 | product certification | 47.0 |
| lowest point | 1.0 | lowest point | 1.0 |
| followed by | 50.0 | followed by | 52.0 |
| contributor to the creative work or subject | 311.0 | contributor to the creative work or subject | 8.0 |
| category of people buried here | 1.0 | category of people buried here | 1.0 |
| printed by | 2.0 | printed by | 2.0 |
| website account on | 24.0 | website account on | 8317.0 |
| nominated for | 2.0 | nominated for | 377.0 |
| drafted by | 1.0 | drafted by | 9.0 |
| writable file format | 5.0 | writable file format | 4.0 |
| conflict | 10.0 | conflict | 16039.0 |
| exemplar of | 3.0 | exemplar of | 8.0 |
| chief executive officer | 10.0 | chief executive officer | 2.0 |
| coolant | 1.0 | coolant | 138.0 |
| publisher | 9.0 | publisher | 757.0 |
| canonization status | 4.0 | canonization status | 1925.0 |
| commander of (DEPRECATED) | 5.0 | commander of (DEPRECATED) | 5.0 |
| creator | 83.0 | creator | 908.0 |
| facet of | 2.0 | facet of | 124.0 |
| parent organization | 5.0 | parent organization | 12.0 |
| driving side | 1.0 | driving side | 4.0 |
| operator | 34.0 | operator | 1045.0 |
| underlies | 3.0 | underlies | 3.0 |
| end cause | 1.0 | end cause | 1.0 |
| academic minor | 1.0 | academic minor | 1.0 |
| crystal habit | 1.0 | crystal habit | 1.0 |
| presynaptic connection | 1.0 | presynaptic connection | 1.0 |
| prosecutor | 3.0 | prosecutor | 1.0 |
| contributing factor of | 1.0 | contributing factor of | 1.0 |
| docking port | 1.0 | docking port | 1.0 |
| has natural reservoir | 1.0 | has natural reservoir | 1.0 |
| script directionality | 1.0 | script directionality | 1.0 |
| charge | 2.0 | charge | 1.0 |
| workshop of | 1.0 | workshop of | 1.0 |
| determination method | 1.0 | determination method | 3.0 |
| defender | 1.0 | defender | 1.0 |
| is pollinated by | 1.0 | is pollinated by | 1.0 |
| twinning | 2.0 | twinning | 1.0 |
| military casualty classification | 1.0 | military casualty classification | 5.0 |
| tempo marking | 1.0 | tempo marking | 6.0 |
| judge | 1.0 | judge | 1.0 |
| direction | 1.0 | direction | 1.0 |
| type of electrification | 1.0 | type of electrification | 3.0 |
| Lagrangian point | 1.0 | Lagrangian point | 7.0 |
| MPA film rating | 1.0 | MPA film rating | 6.0 |
| authority | 1.0 | authority | 1.0 |
import org.apache.spark.sql.functions.udf
// Here we define a function to perform the final classification into our 4 groups
def decide_reltype(t1 : Long, t2 : Long): String = {
if (t1 == 1 && t2 > 1) {
return "1-M"
} else if (t1 > 1 && t2 > 1) {
return "M-M"
} else if (t1 == 1 && t2 == 1) {
return "1-1"
} else {
return "M-1"
}
}
// Apply function to dataframe
val rel_type = udf(decide_reltype _)
val class_df =rel_count_src_dst.withColumn("relationType", rel_type($"src_count", $"dst_count")).cache()
import org.apache.spark.sql.functions.udf
decide_reltype: (t1: Long, t2: Long)String
rel_type: org.apache.spark.sql.expressions.UserDefinedFunction = SparkUserDefinedFunction($Lambda$11254/1201428006@34cacb0a,StringType,List(Some(class[value[0]: bigint]), Some(class[value[0]: bigint])),Some(class[value[0]: string]),None,true,true)
class_df: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [rel: string, src_count: bigint ... 3 more fields]
display(class_df)
| rel | src_count | rel | dst_count | relationType |
|---|---|---|---|---|
| godparent | 2.0 | godparent | 1.0 | M-1 |
| interaction | 4.0 | interaction | 17.0 | M-M |
| disease transmission process | 1.0 | disease transmission process | 1.0 | 1-1 |
| molecular function | 47.0 | molecular function | 947.0 | M-M |
| part of | 33.0 | part of | 1461.0 | M-M |
| IUCN protected areas category | 3.0 | IUCN protected areas category | 508.0 | M-M |
| place served by transport hub | 2.0 | place served by transport hub | 3.0 | M-M |
| playing hand | 3.0 | playing hand | 1318.0 | M-M |
| family name | 104.0 | family name | 4629.0 | M-M |
| general manager | 2.0 | general manager | 1.0 | M-1 |
| parent astronomical body | 2.0 | parent astronomical body | 50.0 | M-M |
| topic's main Wikimedia portal | 2.0 | topic's main Wikimedia portal | 6.0 | M-M |
| end cause | 1.0 | end cause | 1.0 | 1-1 |
| mushroom cap shape | 1.0 | mushroom cap shape | 516.0 | 1-M |
| shares border with | 76.0 | shares border with | 76.0 | M-M |
| based on | 27.0 | based on | 150.0 | M-M |
| filmography | 12.0 | filmography | 2.0 | M-M |
| present in work | 46.0 | present in work | 441.0 | M-M |
| public holiday | 15.0 | public holiday | 25.0 | M-M |
| separated from | 2.0 | separated from | 2.0 | M-M |
| honorific suffix | 1.0 | honorific suffix | 1.0 | 1-1 |
| represented by | 2.0 | represented by | 8.0 | M-M |
| standards body | 2.0 | standards body | 11.0 | M-M |
| guest of honor | 2.0 | guest of honor | 1.0 | M-1 |
| track gauge | 3.0 | track gauge | 640.0 | M-M |
| sexual orientation | 2.0 | sexual orientation | 2902.0 | M-M |
| topic's main category | 37.0 | topic's main category | 40.0 | M-M |
| writing system | 4.0 | writing system | 256.0 | M-M |
| academic minor | 1.0 | academic minor | 1.0 | 1-1 |
| father | 13.0 | father | 69.0 | M-M |
| given name version for other gender | 3.0 | given name version for other gender | 3.0 | M-M |
| industry | 13.0 | industry | 1370.0 | M-M |
| applies to jurisdiction | 28.0 | applies to jurisdiction | 54.0 | M-M |
| crystal system | 2.0 | crystal system | 182.0 | M-M |
| worshipped by | 3.0 | worshipped by | 192.0 | M-M |
| business division | 37.0 | business division | 4.0 | M-M |
| performer | 60.0 | performer | 140.0 | M-M |
| discovery method | 1.0 | discovery method | 8.0 | 1-M |
| influenced by | 10.0 | influenced by | 7.0 | M-M |
| place of burial | 5.0 | place of burial | 3043.0 | M-M |
| this taxon is source of | 2.0 | this taxon is source of | 4.0 | M-M |
| PEGI rating | 4.0 | PEGI rating | 779.0 | M-M |
| developer | 9.0 | developer | 499.0 | M-M |
| fictional universe described in | 11.0 | fictional universe described in | 4.0 | M-M |
| head of state | 23.0 | head of state | 42.0 | M-M |
| notation | 1.0 | notation | 1.0 | 1-1 |
| ESRB rating | 3.0 | ESRB rating | 1086.0 | M-M |
| binding of software library | 1.0 | binding of software library | 1.0 | 1-1 |
| currency | 23.0 | currency | 67.0 | M-M |
| depicts | 692.0 | depicts | 3303.0 | M-M |
| crystal habit | 1.0 | crystal habit | 1.0 | 1-1 |
| replaced synonym (for nom. nov.) | 1.0 | replaced synonym (for nom. nov.) | 1.0 | 1-1 |
| armament | 14.0 | armament | 162.0 | M-M |
| basic form of government | 6.0 | basic form of government | 61.0 | M-M |
| fictional or mythical analog of | 2.0 | fictional or mythical analog of | 2.0 | M-M |
| electoral district | 1.0 | electoral district | 2.0 | 1-M |
| producer | 17.0 | producer | 397.0 | M-M |
| shape | 1.0 | shape | 28.0 | 1-M |
| highest judicial authority | 2.0 | highest judicial authority | 2.0 | M-M |
| taxon synonym | 16.0 | taxon synonym | 2.0 | M-M |
| located in or next to body of water | 5.0 | located in or next to body of water | 38.0 | M-M |
| replaced by | 10.0 | replaced by | 9.0 | M-M |
| Eight Banner register | 2.0 | Eight Banner register | 55.0 | M-M |
| after a work by | 1.0 | after a work by | 1.0 | 1-1 |
| part of the series | 55.0 | part of the series | 577.0 | M-M |
| interleaves with | 3.0 | interleaves with | 3.0 | M-M |
| measured physical quantity | 2.0 | measured physical quantity | 3.0 | M-M |
| lake on watercourse | 6.0 | lake on watercourse | 2.0 | M-M |
| narrative location | 11.0 | narrative location | 1904.0 | M-M |
| participant | 106.0 | participant | 36.0 | M-M |
| recorded at studio or venue | 7.0 | recorded at studio or venue | 21.0 | M-M |
| place of origin (Switzerland) | 4.0 | place of origin (Switzerland) | 75.0 | M-M |
| transport network | 16.0 | transport network | 844.0 | M-M |
| capital of | 6.0 | capital of | 2.0 | M-M |
| list related to category | 1.0 | list related to category | 1.0 | 1-1 |
| official language | 24.0 | official language | 1327.0 | M-M |
| airline alliance | 2.0 | airline alliance | 59.0 | M-M |
| avionics | 5.0 | avionics | 6.0 | M-M |
| location of landing | 1.0 | location of landing | 3.0 | 1-M |
| characters | 53.0 | characters | 71.0 | M-M |
| collection | 80.0 | collection | 5290.0 | M-M |
| donated by | 3.0 | donated by | 3.0 | M-M |
| chivalric order | 1.0 | chivalric order | 1.0 | 1-1 |
| executive producer | 10.0 | executive producer | 28.0 | M-M |
| film editor | 8.0 | film editor | 29.0 | M-M |
| owner of | 4.0 | owner of | 2.0 | M-M |
| presynaptic connection | 1.0 | presynaptic connection | 1.0 | 1-1 |
| structure replaced by | 2.0 | structure replaced by | 2.0 | M-M |
| has part(s) | 103.0 | has part(s) | 432.0 | M-M |
| employer | 11.0 | employer | 3198.0 | M-M |
| hair color | 1.0 | hair color | 138.0 | 1-M |
| located in the administrative territorial entity | 258.0 | located in the administrative territorial entity | 7237.0 | M-M |
| sponsor | 7.0 | sponsor | 2.0 | M-M |
| cathedral | 2.0 | cathedral | 2.0 | M-M |
| chairperson | 20.0 | chairperson | 31.0 | M-M |
| has seal, badge, or sigil | 1.0 | has seal, badge, or sigil | 2.0 | 1-M |
| lyrics by | 6.0 | lyrics by | 174.0 | M-M |
| place of birth | 25.0 | place of birth | 14404.0 | M-M |
| exclave of | 3.0 | exclave of | 3.0 | M-M |
| instance of | 439.0 | instance of | 1510474.0 | M-M |
| located on street | 47.0 | located on street | 726.0 | M-M |
| points/goal scored by | 6.0 | points/goal scored by | 2.0 | M-M |
| structural engineer | 2.0 | structural engineer | 53.0 | M-M |
| subclass of | 12.0 | subclass of | 1930.0 | M-M |
| named after | 258.0 | named after | 545.0 | M-M |
| maintained by | 10.0 | maintained by | 845.0 | M-M |
| mother house | 4.0 | mother house | 14.0 | M-M |
| officially opened by | 3.0 | officially opened by | 5.0 | M-M |
| country of origin | 19.0 | country of origin | 27099.0 | M-M |
| rector | 119.0 | rector | 2.0 | M-M |
| carries scientific instrument | 1.0 | carries scientific instrument | 1.0 | 1-1 |
| medical condition | 5.0 | medical condition | 918.0 | M-M |
| CPU | 2.0 | CPU | 119.0 | M-M |
| original combination | 1.0 | original combination | 1.0 | 1-1 |
| airline hub | 11.0 | airline hub | 10.0 | M-M |
| has facet polytope | 4.0 | has facet polytope | 208.0 | M-M |
| consecrator | 3.0 | consecrator | 6.0 | M-M |
| instrumentation | 13.0 | instrumentation | 18.0 | M-M |
| licensed to broadcast to | 1.0 | licensed to broadcast to | 3.0 | 1-M |
| prosecutor | 3.0 | prosecutor | 1.0 | M-1 |
| site of astronomical discovery | 2.0 | site of astronomical discovery | 12986.0 | M-M |
| category related to list | 1.0 | category related to list | 1.0 | 1-1 |
| handedness | 3.0 | handedness | 444.0 | M-M |
| has vertex figure | 1.0 | has vertex figure | 1.0 | 1-1 |
| Code of nomenclature | 1.0 | Code of nomenclature | 737.0 | 1-M |
| list of characters | 1.0 | list of characters | 1.0 | 1-1 |
| medical examination | 5.0 | medical examination | 7.0 | M-M |
| allegiance | 3.0 | allegiance | 27.0 | M-M |
| composer | 6.0 | composer | 202.0 | M-M |
| encoded by | 2.0 | encoded by | 2.0 | M-M |
| main building contractor | 2.0 | main building contractor | 61.0 | M-M |
| organizer | 3.0 | organizer | 66.0 | M-M |
| translator | 3.0 | translator | 19.0 | M-M |
| contributing factor of | 1.0 | contributing factor of | 1.0 | 1-1 |
| occupant | 10.0 | occupant | 102.0 | M-M |
| represents | 1.0 | represents | 1.0 | 1-1 |
| place of death | 15.0 | place of death | 17262.0 | M-M |
| political alignment | 2.0 | political alignment | 8.0 | M-M |
| programmer | 2.0 | programmer | 17.0 | M-M |
| solved by | 2.0 | solved by | 1.0 | M-1 |
| legislated by | 1.0 | legislated by | 25.0 | 1-M |
| physically interacts with | 2.0 | physically interacts with | 1.0 | M-1 |
| relative | 9.0 | relative | 6.0 | M-M |
| director | 51.0 | director | 543.0 | M-M |
| member of sports team | 55.0 | member of sports team | 1795.0 | M-M |
| category of associated people | 2.0 | category of associated people | 1.0 | M-1 |
| category's main topic | 3.0 | category's main topic | 4.0 | M-M |
| introduced feature | 1.0 | introduced feature | 1.0 | 1-1 |
| author | 85.0 | author | 1462.0 | M-M |
| basin country | 22.0 | basin country | 12.0 | M-M |
| position played on team / speciality | 7.0 | position played on team / speciality | 1682.0 | M-M |
| sex or gender | 106.0 | sex or gender | 1277035.0 | M-M |
| spouse | 22.0 | spouse | 22.0 | M-M |
| codomain | 1.0 | codomain | 4.0 | 1-M |
| choreographer | 1.0 | choreographer | 1.0 | 1-1 |
| foundational text | 3.0 | foundational text | 6.0 | M-M |
| located in/on physical feature | 11.0 | located in/on physical feature | 321.0 | M-M |
| director of photography | 23.0 | director of photography | 423.0 | M-M |
| language of work or name | 35.0 | language of work or name | 1722.0 | M-M |
| powered by | 4.0 | powered by | 184.0 | M-M |
| patron saint | 5.0 | patron saint | 54.0 | M-M |
| list of works | 3.0 | list of works | 1.0 | M-1 |
| pendant of | 8.0 | pendant of | 8.0 | M-M |
| record label | 40.0 | record label | 3454.0 | M-M |
| from narrative universe | 3.0 | from narrative universe | 982.0 | M-M |
| proved by | 2.0 | proved by | 2.0 | M-M |
| diocese | 5.0 | diocese | 122.0 | M-M |
| position held | 33.0 | position held | 13796.0 | M-M |
| docking port | 1.0 | docking port | 1.0 | 1-1 |
| endemic to | 4.0 | endemic to | 44.0 | M-M |
| home port | 2.0 | home port | 6.0 | M-M |
| lifestyle | 2.0 | lifestyle | 326.0 | M-M |
| ortholog | 2.0 | ortholog | 2.0 | M-M |
| category combines topics | 4.0 | category combines topics | 8018.0 | M-M |
| day in year for periodic occurrence | 14.0 | day in year for periodic occurrence | 4.0 | M-M |
| conferred by | 3.0 | conferred by | 13.0 | M-M |
| postsynaptic connection | 1.0 | postsynaptic connection | 1.0 | 1-1 |
| cover art by | 2.0 | cover art by | 10.0 | M-M |
| has pet | 1.0 | has pet | 2.0 | 1-M |
| archives at | 4.0 | archives at | 87.0 | M-M |
| game mode | 9.0 | game mode | 15220.0 | M-M |
| diplomatic relation | 133.0 | diplomatic relation | 94.0 | M-M |
| IUCN conservation status | 1.0 | IUCN conservation status | 1963.0 | 1-M |
| found in taxon | 4.0 | found in taxon | 1985.0 | M-M |
| office held by head of government | 12.0 | office held by head of government | 1594.0 | M-M |
| Wikimedia portal's main topic | 6.0 | Wikimedia portal's main topic | 2.0 | M-M |
| has contributing factor | 3.0 | has contributing factor | 1.0 | M-1 |
| native language | 3.0 | native language | 1340.0 | M-M |
| sport | 18.0 | sport | 36409.0 | M-M |
| child astronomical body | 49.0 | child astronomical body | 2.0 | M-M |
| country of citizenship | 80.0 | country of citizenship | 215882.0 | M-M |
| family | 10.0 | family | 168.0 | M-M |
| adjacent station | 12.0 | adjacent station | 11.0 | M-M |
| companion of | 2.0 | companion of | 2.0 | M-M |
| location of creation | 7.0 | location of creation | 116.0 | M-M |
| mother | 6.0 | mother | 60.0 | M-M |
| central bank/issuer | 2.0 | central bank/issuer | 2.0 | M-M |
| imported from Wikimedia project | 16.0 | imported from Wikimedia project | 249.0 | M-M |
| noble title | 3.0 | noble title | 2956.0 | M-M |
| has facility | 7.0 | has facility | 15.0 | M-M |
| replaces | 9.0 | replaces | 5.0 | M-M |
| Unknown | 269.0 | Unknown | 810.0 | M-M |
| cause of death | 5.0 | cause of death | 5153.0 | M-M |
| inflows | 20.0 | inflows | 6.0 | M-M |
| inspired by | 5.0 | inspired by | 10.0 | M-M |
| designed by | 6.0 | designed by | 27.0 | M-M |
| location of formation | 2.0 | location of formation | 21.0 | M-M |
| readable file format | 4.0 | readable file format | 4.0 | M-M |
| student of | 9.0 | student of | 80.0 | M-M |
| commissioned by | 3.0 | commissioned by | 14.0 | M-M |
| has natural reservoir | 1.0 | has natural reservoir | 1.0 | 1-1 |
| coat of arms | 2.0 | coat of arms | 8.0 | M-M |
| has immediate cause | 2.0 | has immediate cause | 7.0 | M-M |
| overlies | 2.0 | overlies | 3.0 | M-M |
| religion or worldview | 9.0 | religion or worldview | 16455.0 | M-M |
| target | 3.0 | target | 2.0 | M-M |
| ethnic group | 3.0 | ethnic group | 2853.0 | M-M |
| input device | 5.0 | input device | 1881.0 | M-M |
| programmed in | 6.0 | programmed in | 194.0 | M-M |
| statement is subject of | 6.0 | statement is subject of | 16.0 | M-M |
| captain | 2.0 | captain | 3.0 | M-M |
| country for sport | 2.0 | country for sport | 6.0 | M-M |
| list of episodes | 1.0 | list of episodes | 2.0 | 1-M |
| origin of the watercourse | 2.0 | origin of the watercourse | 9.0 | M-M |
| used by | 2.0 | used by | 2.0 | M-M |
| main regulatory text | 3.0 | main regulatory text | 82.0 | M-M |
| voice actor | 20.0 | voice actor | 70.0 | M-M |
| academic degree | 4.0 | academic degree | 9389.0 | M-M |
| capital | 7.0 | capital | 28.0 | M-M |
| minor planet group | 2.0 | minor planet group | 39042.0 | M-M |
| source of energy | 6.0 | source of energy | 16.0 | M-M |
| contains settlement | 52.0 | contains settlement | 7.0 | M-M |
| founded by | 16.0 | founded by | 10.0 | M-M |
| surface played on | 3.0 | surface played on | 188.0 | M-M |
| librettist | 5.0 | librettist | 12.0 | M-M |
| member of | 48.0 | member of | 5863.0 | M-M |
| activating neurotransmitter | 1.0 | activating neurotransmitter | 2.0 | 1-M |
| tracklist | 27.0 | tracklist | 3.0 | M-M |
| instruction set | 2.0 | instruction set | 8.0 | M-M |
| review score by | 1.0 | review score by | 1.0 | 1-1 |
| constellation | 5.0 | constellation | 22.0 | M-M |
| continent | 5.0 | continent | 1809.0 | M-M |
| has quality | 6.0 | has quality | 4.0 | M-M |
| lake outflow | 2.0 | lake outflow | 6.0 | M-M |
| notable work | 49.0 | notable work | 38.0 | M-M |
| official residence | 2.0 | official residence | 18.0 | M-M |
| taxon rank | 3.0 | taxon rank | 99472.0 | M-M |
| tributary | 19.0 | tributary | 2.0 | M-M |
| follows | 52.0 | follows | 50.0 | M-M |
| script directionality | 1.0 | script directionality | 1.0 | 1-1 |
| valid in period | 5.0 | valid in period | 2.0 | M-M |
| feast day | 3.0 | feast day | 6.0 | M-M |
| stipe character | 1.0 | stipe character | 450.0 | 1-M |
| discoverer or inventor | 5.0 | discoverer or inventor | 12992.0 | M-M |
| distribution format | 7.0 | distribution format | 1743.0 | M-M |
| head coach | 38.0 | head coach | 6.0 | M-M |
| movement | 12.0 | movement | 1542.0 | M-M |
| terminus location | 4.0 | terminus location | 11.0 | M-M |
| applies to part | 2.0 | applies to part | 1.0 | M-1 |
| office contested | 1.0 | office contested | 6.0 | 1-M |
| said to be the same as | 31.0 | said to be the same as | 31.0 | M-M |
| charge | 2.0 | charge | 1.0 | M-1 |
| manifestation of | 1.0 | manifestation of | 2.0 | 1-M |
| owned by | 18.0 | owned by | 845.0 | M-M |
| terminus | 11.0 | terminus | 35.0 | M-M |
| definition domain | 1.0 | definition domain | 1.0 | 1-1 |
| edition or translation of | 15.0 | edition or translation of | 12.0 | M-M |
| speaker | 2.0 | speaker | 1.0 | M-1 |
| field of work | 29.0 | field of work | 619.0 | M-M |
| launch contractor | 1.0 | launch contractor | 2.0 | 1-M |
| mouth of the watercourse | 6.0 | mouth of the watercourse | 72.0 | M-M |
| Fach | 3.0 | Fach | 111.0 | M-M |
| architectural style | 26.0 | architectural style | 706.0 | M-M |
| central bank | 1.0 | central bank | 1.0 | 1-1 |
| plaintiff | 1.0 | plaintiff | 1.0 | 1-1 |
| proxy | 7.0 | proxy | 1.0 | M-1 |
| student | 14.0 | student | 5.0 | M-M |
| addressee | 2.0 | addressee | 1.0 | M-1 |
| possible treatment | 2.0 | possible treatment | 1.0 | M-1 |
| scheduled service destination | 51.0 | scheduled service destination | 3.0 | M-M |
| cast member | 282.0 | cast member | 347.0 | M-M |
| chief operating officer | 1.0 | chief operating officer | 1.0 | 1-1 |
| described by source | 13.0 | described by source | 9578.0 | M-M |
| educated at | 18.0 | educated at | 11262.0 | M-M |
| immediate cause of | 1.0 | immediate cause of | 1.0 | 1-1 |
| ancestral home | 2.0 | ancestral home | 6.0 | M-M |
| curator | 1.0 | curator | 2.0 | 1-M |
| determination method | 1.0 | determination method | 3.0 | 1-M |
| workshop of | 1.0 | workshop of | 1.0 | 1-1 |
| connecting line | 14.0 | connecting line | 144.0 | M-M |
| decays to | 10.0 | decays to | 12.0 | M-M |
| home venue | 6.0 | home venue | 12.0 | M-M |
| item operated | 51.0 | item operated | 102.0 | M-M |
| space tug | 1.0 | space tug | 4.0 | 1-M |
| category for people who died here | 4.0 | category for people who died here | 2.0 | M-M |
| natural reservoir of | 1.0 | natural reservoir of | 1.0 | 1-1 |
| approved by | 3.0 | approved by | 5.0 | M-M |
| candidate | 11.0 | candidate | 4.0 | M-M |
| fuel system | 1.0 | fuel system | 1.0 | 1-1 |
| software engine | 6.0 | software engine | 251.0 | M-M |
| soundtrack release | 8.0 | soundtrack release | 2.0 | M-M |
| voice type | 4.0 | voice type | 2719.0 | M-M |
| commemorates | 2.0 | commemorates | 3.0 | M-M |
| copyright license | 8.0 | copyright license | 1462.0 | M-M |
| depicted by | 3.0 | depicted by | 3.0 | M-M |
| catalog | 2.0 | catalog | 50.0 | M-M |
| illustrator | 5.0 | illustrator | 57.0 | M-M |
| kinship to subject | 1.0 | kinship to subject | 1.0 | 1-1 |
| architect | 13.0 | architect | 155.0 | M-M |
| enclave within | 3.0 | enclave within | 3.0 | M-M |
| has use | 7.0 | has use | 412.0 | M-M |
| defendant | 1.0 | defendant | 1.0 | 1-1 |
| has subsidiary | 9.0 | has subsidiary | 2.0 | M-M |
| honorific prefix | 3.0 | honorific prefix | 52.0 | M-M |
| parent taxon | 7.0 | parent taxon | 3135.0 | M-M |
| residence | 9.0 | residence | 98.0 | M-M |
| IMA status and/or rank | 3.0 | IMA status and/or rank | 294.0 | M-M |
| brand | 1.0 | brand | 22.0 | 1-M |
| country | 258.0 | country | 84551.0 | M-M |
| crosses | 3.0 | crosses | 82.0 | M-M |
| shooting handedness | 1.0 | shooting handedness | 4.0 | 1-M |
| editor | 18.0 | editor | 9.0 | M-M |
| headquarters location | 13.0 | headquarters location | 171.0 | M-M |
| torch lit by | 6.0 | torch lit by | 1.0 | M-1 |
| CERO rating | 2.0 | CERO rating | 659.0 | M-M |
| distributed by | 4.0 | distributed by | 91.0 | M-M |
| has edition or translation | 12.0 | has edition or translation | 166.0 | M-M |
| home world | 2.0 | home world | 5.0 | M-M |
| category for films shot at this location | 2.0 | category for films shot at this location | 1.0 | M-1 |
| color | 11.0 | color | 104.0 | M-M |
| league | 8.0 | league | 107.0 | M-M |
| encodes | 2.0 | encodes | 2.0 | M-M |
| original language of film or TV show | 22.0 | original language of film or TV show | 53297.0 | M-M |
| doctoral advisor | 4.0 | doctoral advisor | 14.0 | M-M |
| spore print color | 1.0 | spore print color | 280.0 | 1-M |
| located on linear feature | 1.0 | located on linear feature | 1.0 | 1-1 |
| top-level Internet domain | 3.0 | top-level Internet domain | 6.0 | M-M |
| mascot | 1.0 | mascot | 2.0 | 1-M |
| defender | 1.0 | defender | 1.0 | 1-1 |
| discography | 1.0 | discography | 1.0 | 1-1 |
| USK rating | 4.0 | USK rating | 473.0 | M-M |
| dedicated to | 4.0 | dedicated to | 17.0 | M-M |
| GSRR rating | 1.0 | GSRR rating | 3.0 | 1-M |
| award received | 34.0 | award received | 15971.0 | M-M |
| penalty | 1.0 | penalty | 112.0 | 1-M |
| NATO code for grade | 2.0 | NATO code for grade | 3.0 | M-M |
| opposite of | 3.0 | opposite of | 3.0 | M-M |
| radio format | 1.0 | radio format | 1.0 | 1-1 |
| topic's main template | 1.0 | topic's main template | 1.0 | 1-1 |
| unveiled by | 2.0 | unveiled by | 1.0 | M-1 |
| afflicts | 7.0 | afflicts | 5.0 | M-M |
| filming location | 14.0 | filming location | 1040.0 | M-M |
| port of registry | 3.0 | port of registry | 7.0 | M-M |
| template has topic | 1.0 | template has topic | 1.0 | 1-1 |
| military rank | 10.0 | military rank | 1834.0 | M-M |
| territory claimed by | 4.0 | territory claimed by | 6.0 | M-M |
| flag | 1.0 | flag | 8.0 | 1-M |
| partially coincident with | 21.0 | partially coincident with | 24.0 | M-M |
| point group | 2.0 | point group | 12.0 | M-M |
| destination point | 2.0 | destination point | 17.0 | M-M |
| winner | 18.0 | winner | 26.0 | M-M |
| stock exchange | 5.0 | stock exchange | 407.0 | M-M |
| child | 69.0 | child | 14.0 | M-M |
| engine configuration | 1.0 | engine configuration | 79.0 | 1-M |
| parent of this hybrid, breed, or cultivar | 2.0 | parent of this hybrid, breed, or cultivar | 1.0 | M-1 |
| convicted of | 4.0 | convicted of | 1460.0 | M-M |
| space group | 5.0 | space group | 89.0 | M-M |
| category for people born here | 3.0 | category for people born here | 2.0 | M-M |
| space launch vehicle | 1.0 | space launch vehicle | 45.0 | 1-M |
| stated in | 6.0 | stated in | 3.0 | M-M |
| diplomatic mission sent | 2.0 | diplomatic mission sent | 92.0 | M-M |
| oath made by | 3.0 | oath made by | 1.0 | M-1 |
| referee | 7.0 | referee | 4.0 | M-M |
| tonality | 2.0 | tonality | 18.0 | M-M |
| location | 256.0 | location | 5283.0 | M-M |
| is pollinated by | 1.0 | is pollinated by | 1.0 | 1-1 |
| eye color | 2.0 | eye color | 223.0 | M-M |
| foods traditionally associated | 2.0 | foods traditionally associated | 1.0 | M-1 |
| is pollinator of | 1.0 | is pollinator of | 1.0 | 1-1 |
| of | 1.0 | of | 2.0 | 1-M |
| guidance system | 2.0 | guidance system | 35.0 | M-M |
| vice-county | 1.0 | vice-county | 1.0 | 1-1 |
| GUI toolkit or framework | 4.0 | GUI toolkit or framework | 35.0 | M-M |
| family name identical to this given name | 3.0 | family name identical to this given name | 3.0 | M-M |
| natural product of taxon | 4.0 | natural product of taxon | 2.0 | M-M |
| production company | 9.0 | production company | 1511.0 | M-M |
| twinning | 2.0 | twinning | 1.0 | M-1 |
| party chief representative | 5.0 | party chief representative | 2.0 | M-M |
| military casualty classification | 1.0 | military casualty classification | 5.0 | 1-M |
| motto | 1.0 | motto | 2.0 | 1-M |
| hymenium attachment | 2.0 | hymenium attachment | 322.0 | M-M |
| member of political party | 11.0 | member of political party | 21072.0 | M-M |
| connecting service | 13.0 | connecting service | 182.0 | M-M |
| tempo marking | 1.0 | tempo marking | 6.0 | 1-M |
| symptoms and signs | 8.0 | symptoms and signs | 6.0 | M-M |
| ammunition | 9.0 | ammunition | 49.0 | M-M |
| language regulatory body | 3.0 | language regulatory body | 3.0 | M-M |
| vessel class | 4.0 | vessel class | 61.0 | M-M |
| depends on software | 1.0 | depends on software | 2.0 | 1-M |
| input set | 1.0 | input set | 3.0 | 1-M |
| undercarriage | 1.0 | undercarriage | 27.0 | 1-M |
| judge | 1.0 | judge | 1.0 | 1-1 |
| military branch | 10.0 | military branch | 10147.0 | M-M |
| taxonomic type | 1.0 | taxonomic type | 3.0 | 1-M |
| including | 4.0 | including | 1.0 | M-1 |
| primary destinations | 16.0 | primary destinations | 4.0 | M-M |
| head of government | 90.0 | head of government | 9.0 | M-M |
| type of orbit | 1.0 | type of orbit | 269.0 | 1-M |
| blood type | 1.0 | blood type | 9.0 | 1-M |
| cause of destruction | 2.0 | cause of destruction | 10.0 | M-M |
| given name | 106.0 | given name | 26120.0 | M-M |
| located in time zone | 13.0 | located in time zone | 25664.0 | M-M |
| officeholder | 12.0 | officeholder | 2.0 | M-M |
| structure replaces | 1.0 | structure replaces | 1.0 | 1-1 |
| list of monuments | 7.0 | list of monuments | 2.0 | M-M |
| participant in | 36.0 | participant in | 9207.0 | M-M |
| work location | 14.0 | work location | 3944.0 | M-M |
| vehicle | 2.0 | vehicle | 42.0 | M-M |
| dual to | 2.0 | dual to | 2.0 | M-M |
| executive body | 2.0 | executive body | 12.0 | M-M |
| astronaut mission | 8.0 | astronaut mission | 3.0 | M-M |
| direction | 1.0 | direction | 1.0 | 1-1 |
| legal form | 3.0 | legal form | 85.0 | M-M |
| located on astronomical body | 1.0 | located on astronomical body | 40.0 | 1-M |
| religious order | 4.0 | religious order | 1168.0 | M-M |
| mineral fracture | 1.0 | mineral fracture | 5.0 | 1-M |
| name day | 3.0 | name day | 5.0 | M-M |
| doctoral student | 16.0 | doctoral student | 2.0 | M-M |
| made from material | 134.0 | made from material | 19846.0 | M-M |
| appointed by | 2.0 | appointed by | 29.0 | M-M |
| heritage designation | 60.0 | heritage designation | 53050.0 | M-M |
| unmarried partner | 8.0 | unmarried partner | 8.0 | M-M |
| exhibition history | 28.0 | exhibition history | 37.0 | M-M |
| product or material produced | 21.0 | product or material produced | 17.0 | M-M |
| academic thesis | 2.0 | academic thesis | 1.0 | M-1 |
| instrument | 19.0 | instrument | 9593.0 | M-M |
| is a list of | 5.0 | is a list of | 8357.0 | M-M |
| languages spoken, written or signed | 10.0 | languages spoken, written or signed | 31379.0 | M-M |
| operating system | 13.0 | operating system | 204.0 | M-M |
| place of publication | 9.0 | place of publication | 126.0 | M-M |
| platform | 30.0 | platform | 5894.0 | M-M |
| professorship | 3.0 | professorship | 21.0 | M-M |
| type of electrification | 1.0 | type of electrification | 3.0 | 1-M |
| genre | 216.0 | genre | 9431.0 | M-M |
| affiliation | 3.0 | affiliation | 47.0 | M-M |
| anthem | 2.0 | anthem | 52.0 | M-M |
| biological process | 205.0 | biological process | 257.0 | M-M |
| cleavage | 1.0 | cleavage | 50.0 | 1-M |
| manner of death | 3.0 | manner of death | 2643.0 | M-M |
| route of administration | 4.0 | route of administration | 18.0 | M-M |
| academic major | 2.0 | academic major | 4.0 | M-M |
| significant event | 11.0 | significant event | 815.0 | M-M |
| asteroid spectral type | 2.0 | asteroid spectral type | 143.0 | M-M |
| cell component | 38.0 | cell component | 649.0 | M-M |
| contains the administrative territorial entity | 902.0 | contains the administrative territorial entity | 26.0 | M-M |
| highest point | 2.0 | highest point | 4.0 | M-M |
| parent club | 4.0 | parent club | 6.0 | M-M |
| EC enzyme classification | 1.0 | EC enzyme classification | 1.0 | 1-1 |
| temporal range start | 1.0 | temporal range start | 4.0 | 1-M |
| Lagrangian point | 1.0 | Lagrangian point | 7.0 | 1-M |
| asteroid family | 1.0 | asteroid family | 24.0 | 1-M |
| hymenium type | 1.0 | hymenium type | 707.0 | 1-M |
| temporal range end | 2.0 | temporal range end | 4.0 | M-M |
| interchange station | 3.0 | interchange station | 3.0 | M-M |
| legislative body | 3.0 | legislative body | 96.0 | M-M |
| start point | 2.0 | start point | 18.0 | M-M |
| streak color | 1.0 | streak color | 25.0 | 1-M |
| significant drug interaction | 42.0 | significant drug interaction | 44.0 | M-M |
| has effect | 2.0 | has effect | 1.0 | M-1 |
| killed by | 5.0 | killed by | 27.0 | M-M |
| basionym | 1.0 | basionym | 8.0 | 1-M |
| main subject | 51.0 | main subject | 1564.0 | M-M |
| partner in business or sport | 1.0 | partner in business or sport | 1.0 | 1-1 |
| political ideology | 19.0 | political ideology | 248.0 | M-M |
| wing configuration | 2.0 | wing configuration | 252.0 | M-M |
| mushroom ecological type | 2.0 | mushroom ecological type | 587.0 | M-M |
| screenwriter | 65.0 | screenwriter | 191.0 | M-M |
| type of variable star | 2.0 | type of variable star | 2.0 | M-M |
| fossil found in this unit | 2.0 | fossil found in this unit | 2.0 | M-M |
| dan/kyu rank | 1.0 | dan/kyu rank | 5.0 | 1-M |
| field of this occupation | 3.0 | field of this occupation | 12.0 | M-M |
| measurement scale | 3.0 | measurement scale | 4.0 | M-M |
| successful candidate | 12.0 | successful candidate | 12.0 | M-M |
| occupation | 137.0 | occupation | 223411.0 | M-M |
| twinned administrative body | 98.0 | twinned administrative body | 98.0 | M-M |
| has cause | 5.0 | has cause | 2.0 | M-M |
| Digital Rights Management system | 1.0 | Digital Rights Management system | 13.0 | 1-M |
| crew member(s) | 10.0 | crew member(s) | 148.0 | M-M |
| bodies of water basin category | 1.0 | bodies of water basin category | 17.0 | 1-M |
| edibility | 1.0 | edibility | 185.0 | 1-M |
| published in | 3.0 | published in | 212.0 | M-M |
| original broadcaster | 7.0 | original broadcaster | 385.0 | M-M |
| GHS signal word | 1.0 | GHS signal word | 1.0 | 1-1 |
| MPA film rating | 1.0 | MPA film rating | 6.0 | 1-M |
| director / manager | 36.0 | director / manager | 4.0 | M-M |
| location of discovery | 3.0 | location of discovery | 7.0 | M-M |
| presenter | 24.0 | presenter | 11.0 | M-M |
| theme music | 1.0 | theme music | 1.0 | 1-1 |
| authority | 1.0 | authority | 1.0 | 1-1 |
| chromosome | 2.0 | chromosome | 98.0 | M-M |
| lowest point | 1.0 | lowest point | 1.0 | 1-1 |
| manufacturer | 11.0 | manufacturer | 160.0 | M-M |
| product certification | 2.0 | product certification | 47.0 | M-M |
| takes place in fictional universe | 5.0 | takes place in fictional universe | 83.0 | M-M |
| followed by | 50.0 | followed by | 52.0 | M-M |
| category of people buried here | 1.0 | category of people buried here | 1.0 | 1-1 |
| contributor to the creative work or subject | 311.0 | contributor to the creative work or subject | 8.0 | M-M |
| printed by | 2.0 | printed by | 2.0 | M-M |
| website account on | 24.0 | website account on | 8317.0 | M-M |
| drafted by | 1.0 | drafted by | 9.0 | 1-M |
| nominated for | 2.0 | nominated for | 377.0 | M-M |
| writable file format | 5.0 | writable file format | 4.0 | M-M |
| conflict | 10.0 | conflict | 16039.0 | M-M |
| exemplar of | 3.0 | exemplar of | 8.0 | M-M |
| chief executive officer | 10.0 | chief executive officer | 2.0 | M-M |
| coolant | 1.0 | coolant | 138.0 | 1-M |
| canonization status | 4.0 | canonization status | 1925.0 | M-M |
| publisher | 9.0 | publisher | 757.0 | M-M |
| commander of (DEPRECATED) | 5.0 | commander of (DEPRECATED) | 5.0 | M-M |
| creator | 83.0 | creator | 908.0 | M-M |
| facet of | 2.0 | facet of | 124.0 | M-M |
| driving side | 1.0 | driving side | 4.0 | 1-M |
| parent organization | 5.0 | parent organization | 12.0 | M-M |
| operator | 34.0 | operator | 1045.0 | M-M |
| underlies | 3.0 | underlies | 3.0 | M-M |
// Count how many times each relation type occurs
val res = class_df.groupBy("relationType").count()
display(res)
| relationType | count |
|---|---|
| M-1 | 25.0 |
| M-M | 386.0 |
| 1-1 | 55.0 |
| 1-M | 59.0 |
We can see that the majority of relations are of the type M-M, which is indeed the most general category. While the results are quite noisy, we can find some intuitive examples in the list. For example, relations like "shape" and "mushroom cap shape" are 1-M, showing that most entities are assigned a single unique shape. The M-1 category sadly lacks relations with many source entities. We can still find a few relations that intuitively fit in this category. An example is "academic thesis", since typically the author of a thesis is only one person but one person can author multiple theses.
A possible weakness of this approach for classifying the relations is that it is enough that a "?-M" or "M-?" relationship exist for one entity in order to classify the entire relation as such. One way to improve on this could be to set a threshold, requiring the pattern to be found for more than one entity in order to draw the conclusion for the relation in general. Setting such a threshold is however non-trivial and would surely require taking into account the prevalence of each relation among the edges. On the other hand, any formal definition of a 1-M relation requires only one single entity to satisfy it in order for the relation itself to belong to this group. By this reasoning the only correct way to choose a threshold is at one entity. In the end the question boils down to how noisy we believe the data to be.
./02_load_data
import spark.implicits._
import org.graphframes._
Preprocessing
- Here we inherent previous notebooks varible.
- We add columns of Symmetricity for Motif finding
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
val twoCycles = graph.find("(a)-[r1]->(b); (b)-[r2]->(a)")
import sqlContext.implicits._ // for $""
import org.apache.spark.sql.functions._ // for `when`
// IF r1 === r2, Label rel as relSym
val twoCycles_w_sym = twoCycles.withColumn("relSym", when($"r1"("rel") === $"r2"("rel"), "Sym").otherwise("UnSym"))
twoCycles: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 2 more fields]
import sqlContext.implicits._
import org.apache.spark.sql.functions._
twoCycles_w_sym: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 3 more fields]
df1: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
entdescdf: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
val symtype = twoCycles_w_sym.filter(twoCycles_w_sym("relSym") === "Sym").select("r1.rel","relSym").groupBy("rel").count().cache()
val list_sym= symtype.select("rel").map(f=>f.getString(0)).collect.toList
val edgesDF_w_sym = edgesDF.withColumn("relSym", when($"rel".isin(list_sym: _*), "Sym").otherwise("UnSym"))
symtype: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [rel: string, count: bigint]
list_sym: List[String] = List(part of, family name, topic's main Wikimedia portal, parent astronomical body, shares border with, based on, present in work, separated from, writing system, topic's main category, given name version for other gender, father, performer, place of burial, influenced by, developer, depicts, fictional or mythical analog of, producer, shape, taxon synonym, located in or next to body of water, replaced by, part of the series, interleaves with, narrative location, participant, capital of, characters, collection, owner of, structure replaced by, has part(s), located in the administrative territorial entity, employer, chairperson, place of birth, lyrics by, subclass of, instance of, located on street, named after, mother house, country of origin, encoded by, composer, occupant, place of death, relative, director, category's main topic, spouse, author, located in/on physical feature, pendant of, record label, from narrative universe, ortholog, conferred by, diplomatic relation, Wikimedia portal's main topic, sport, child astronomical body, adjacent station, location of creation, mother, companion of, imported from Wikimedia project, has facility, replaces, Unknown, inspired by, student of, readable file format, commissioned by, programmed in, statement is subject of, origin of the watercourse, capital, contains settlement, founded by, member of, tracklist, lake outflow, notable work, tributary, follows, feast day, movement, discoverer or inventor, said to be the same as, terminus, owned by, edition or translation of, mouth of the watercourse, student, scheduled service destination, described by source, cast member, connecting line, home venue, decays to, soundtrack release, software engine, depicted by, copyright license, catalog, architect, has use, parent taxon, residence, country, headquarters location, has edition or translation, home world, color, encodes, doctoral advisor, dedicated to, opposite of, filming location, territory claimed by, partially coincident with, point group, winner, stock exchange, child, location, family name identical to this given name, given name, dual to, made from material, unmarried partner, is a list of, genre, affiliation, contains the administrative territorial entity, interchange station, significant drug interaction, killed by, main subject, partner in business or sport, political ideology, screenwriter, twinned administrative body, crew member(s), published in, presenter, manufacturer, followed by, contributor to the creative work or subject, website account on, conflict, chief executive officer, publisher, creator, facet of, parent organization, operator, underlies)
edgesDF_w_sym: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 2 more fields]
display(edgesDF_w_sym)
| src | rel | dst | relSym |
|---|---|---|---|
| Alfred Hauptmann | place of death | Boston | Sym |
| David Louis Band | place of birth | Boston | Sym |
| John Boyle O'Reilly | place of death | Boston | Sym |
| James Seanor | place of birth | Boston | Sym |
| Aerosmith | location of formation | Boston | UnSym |
| Michael Joseph McEttrick | place of death | Boston | Sym |
| Eduardo Catalano | place of death | Boston | Sym |
| Tristram Dalton | place of death | Boston | Sym |
| Turk Van Lake | place of birth | Boston | Sym |
| Sherman Miles | place of death | Boston | Sym |
| James Abercrombie | place of death | Boston | Sym |
| Derek B. Miller | place of birth | Boston | Sym |
| Nerine Kidd | place of birth | Boston | Sym |
| Kenza Tazi | place of birth | Boston | Sym |
| Q16580475 | place of birth | Boston | Sym |
| Charles Pomeroy Parker | place of birth | Boston | Sym |
| Christiana Carteaux Bannister | residence | Boston | Sym |
| Proctor L. Dougherty | place of birth | Boston | Sym |
| Larry Goldings | place of birth | Boston | Sym |
| Lillie P. Bliss | place of birth | Boston | Sym |
| Amos Clark, Jr. | place of death | Boston | Sym |
| Taipei | twinned administrative body | Boston | Sym |
| John E. Rexine | place of birth | Boston | Sym |
| Thomas Hutchinson | place of birth | Boston | Sym |
| Tip O'Neill | place of death | Boston | Sym |
| Emily Greene Balch | place of birth | Boston | Sym |
| Robert Alfred Theobald | place of death | Boston | Sym |
| Robert Semple | place of birth | Boston | Sym |
| Walter Gilbert | place of birth | Boston | Sym |
| John G. Palfrey | place of birth | Boston | Sym |
| Tom Jennings | place of birth | Boston | Sym |
| A Drink Before the War | narrative location | Boston | Sym |
| Robert Wahlberg | place of birth | Boston | Sym |
| Susan Delano McKelvey | place of death | Boston | Sym |
| Charles Sweeney | place of death | Boston | Sym |
| Carolina Barco | place of birth | Boston | Sym |
| Yehuda Krinsky | place of birth | Boston | Sym |
| Christopher Edley, Jr. | place of birth | Boston | Sym |
| Edward M. Kennedy Jr. | place of birth | Boston | Sym |
| Abbott Lawrence | place of death | Boston | Sym |
| John Quelch | place of death | Boston | Sym |
| Albert Sauveur | place of death | Boston | Sym |
| Matthew Sullivan | place of birth | Boston | Sym |
| Predator | narrative location | Boston | Sym |
| Thurston Hall | place of birth | Boston | Sym |
| William Troy | place of birth | Boston | Sym |
| Charles Henry Turner | place of death | Boston | Sym |
| Douglas Tybor Durig | place of birth | Boston | Sym |
| John William McCormack | place of birth | Boston | Sym |
| Jennifer Jostyn | place of birth | Boston | Sym |
| William C. Durant | place of birth | Boston | Sym |
| George Cabot | place of death | Boston | Sym |
| Marianne Leone Cooper | place of birth | Boston | Sym |
| Mario Grossi | place of death | Boston | Sym |
| Sib Hashian | place of birth | Boston | Sym |
| Susan Minot | place of birth | Boston | Sym |
| Mikhail Danilov | place of death | Boston | Sym |
| Lexi Love | place of birth | Boston | Sym |
| John M. Flynn | place of birth | Boston | Sym |
| Rita Hester | place of death | Boston | Sym |
| Nathaniel Carl Goodwin | place of birth | Boston | Sym |
| Isabella Stewart Gardner | place of death | Boston | Sym |
| Washington Allston | work location | Boston | UnSym |
| Richard Sears | place of death | Boston | Sym |
| Richard Sears | place of birth | Boston | Sym |
| Meg Rosoff | place of birth | Boston | Sym |
| Andras Angyal | place of death | Boston | Sym |
| Anthony Shriver | place of birth | Boston | Sym |
| Austin Edward Ford | place of birth | Boston | Sym |
| Barbara McMartin | place of birth | Boston | Sym |
| Benjamin Edes | place of death | Boston | Sym |
| Boston City Council | applies to jurisdiction | Boston | UnSym |
| Henry Marsh | place of birth | Boston | Sym |
| Charles Henry Davis | place of birth | Boston | Sym |
| Charles R. Codman | place of death | Boston | Sym |
| Charles R. Codman | place of birth | Boston | Sym |
| Charles Sawyer Russell | place of birth | Boston | Sym |
| Charles W. Bailey | place of birth | Boston | Sym |
| Chrystal Herne | place of death | Boston | Sym |
| Gretchen Merrill | place of birth | Boston | Sym |
| Crystal Bird Fauset | residence | Boston | Sym |
| Lawrence Whitney | place of death | Boston | Sym |
| Dave "Chico" Ryan | place of death | Boston | Sym |
| David Herbert Donald | place of death | Boston | Sym |
| David Shiner | place of birth | Boston | Sym |
| Frank Knox | place of birth | Boston | Sym |
| Francis Woodman Cleaves | place of birth | Boston | Sym |
| Arthur Berger | place of death | Boston | Sym |
| Bill Holland | place of birth | Boston | Sym |
| Richard Cushing | place of death | Boston | Sym |
| Richard Cushing | place of birth | Boston | Sym |
| Gene Wood | place of death | Boston | Sym |
| William Monahan | place of birth | Boston | Sym |
| James D. Morgan | place of birth | Boston | Sym |
| Padua | twinned administrative body | Boston | Sym |
| Joe Chiccarelli | place of birth | Boston | Sym |
| Richard Armitage | place of birth | Boston | Sym |
| John Gibson | place of birth | Boston | Sym |
| John Marston | place of birth | Boston | Sym |
| Joseph Henry Beale | place of birth | Boston | Sym |
| Erna Lazarus | place of birth | Boston | Sym |
| Peter Abrahams | place of birth | Boston | Sym |
| Lucianne Goldberg | place of birth | Boston | Sym |
| Bill Laimbeer | place of birth | Boston | Sym |
| Paul Coyne | place of birth | Boston | Sym |
| Percy Jewett Burrell | place of birth | Boston | Sym |
| Frank Synott | place of death | Boston | Sym |
| Eric Griffin | place of birth | Boston | Sym |
| Rebecca Eaton | place of birth | Boston | Sym |
| Richard Saltonstall Greenough | place of birth | Boston | Sym |
| Robert Cowdin | place of death | Boston | Sym |
| Robert Rimmer | place of birth | Boston | Sym |
| Sara Wilford | place of birth | Boston | Sym |
| Sheanon Williams | place of birth | Boston | Sym |
| Category:Films set in Boston | category combines topics | Boston | UnSym |
| Chris Cormier | place of birth | Boston | Sym |
| The Holder of the World | narrative location | Boston | Sym |
| Therese Murray | place of birth | Boston | Sym |
| Thomas G. Kelley | place of birth | Boston | Sym |
| Thomas Savage | place of death | Boston | Sym |
| Ernst Badian | place of death | Boston | Sym |
| Wadsworth Harris | place of birth | Boston | Sym |
| Wallace Tripp | place of birth | Boston | Sym |
| William Cooper Nell | place of death | Boston | Sym |
| William Cooper Nell | place of birth | Boston | Sym |
| Richard von Mises | place of death | Boston | Sym |
| David Ignatius Walsh | place of death | Boston | Sym |
| Borah Bergman | place of death | Boston | Sym |
| Luis T. Romero | place of death | Boston | Sym |
| Henry Gilman | place of birth | Boston | Sym |
| John Ciardi | place of birth | Boston | Sym |
| Peter MacKenzie | place of birth | Boston | Sym |
| Carl McKinley | place of death | Boston | Sym |
| Charles Edward Adams | place of birth | Boston | Sym |
| Brian Fair | place of birth | Boston | Sym |
| Mario Corti | residence | Boston | Sym |
| Georg Klemperer | place of death | Boston | Sym |
| Frances Wayne | place of death | Boston | Sym |
| Frances Wayne | place of birth | Boston | Sym |
| Edward Norton | place of birth | Boston | Sym |
| Jimmy McHugh | place of birth | Boston | Sym |
| John L. Blake | place of birth | Boston | Sym |
| Sylvia Plath | residence | Boston | Sym |
| Sylvia Plath | place of birth | Boston | Sym |
| George Underwood | place of death | Boston | Sym |
| William Billings | place of birth | Boston | Sym |
| William Billings | place of death | Boston | Sym |
| Terrayne Crawford | place of birth | Boston | Sym |
| Boston Consulting Group | headquarters location | Boston | Sym |
| Frederick Wiseman | place of birth | Boston | Sym |
| William Stimpson | place of birth | Boston | Sym |
| Financial District | located in the administrative territorial entity | Boston | Sym |
| Frederic Woodman Root | place of birth | Boston | Sym |
| Horace Brooks | place of birth | Boston | Sym |
| Richard J. Kerry | place of death | Boston | Sym |
| Lisa Niver Rajna | place of birth | Boston | Sym |
| George Harrington | place of birth | Boston | Sym |
| James MacGregor Burns | place of birth | Boston | Sym |
| Harrison Henry Atwood | place of death | Boston | Sym |
| James G. Maguire | place of birth | Boston | Sym |
| Edgar Allan Poe | place of birth | Boston | Sym |
| Joe Maneri | place of death | Boston | Sym |
| Sean Gullette | place of birth | Boston | Sym |
| Frederick Stevens | place of birth | Boston | Sym |
| William Perkins Babcock | place of birth | Boston | Sym |
| Eric S. Raymond | place of birth | Boston | Sym |
| Henry Way Kendall | place of birth | Boston | Sym |
| Norma Farber | place of birth | Boston | Sym |
| Robert Joseph Banks | place of birth | Boston | Sym |
| Rodman Philbrick | place of birth | Boston | Sym |
| Allison Janney | place of birth | Boston | Sym |
| Christopher Allport | place of birth | Boston | Sym |
| Eric Turner | place of birth | Boston | Sym |
| Evan Dando | place of birth | Boston | Sym |
| Lawrence Joseph Riley | place of birth | Boston | Sym |
| Barbara Delinsky | place of birth | Boston | Sym |
| Kristin Cashore | place of birth | Boston | Sym |
| Kristin Cashore | work location | Boston | UnSym |
| William James Sidis | place of death | Boston | Sym |
| Melbourne | twinned administrative body | Boston | Sym |
| John Singleton Copley | place of birth | Boston | Sym |
| Joseph Badger | place of death | Boston | Sym |
| Kate Collins | place of birth | Boston | Sym |
| Abigail Johnson | residence | Boston | Sym |
| William Hill Brown | place of birth | Boston | Sym |
| Ted Drury | place of birth | Boston | Sym |
| Marc Ferrari | place of birth | Boston | Sym |
| Kenneth O'Donnell | place of death | Boston | Sym |
| Rich Hill | place of birth | Boston | Sym |
| Increase Sumner | place of death | Boston | Sym |
| Ricky Ford | place of birth | Boston | Sym |
| Charles Devens | place of death | Boston | Sym |
| George Jung | place of birth | Boston | Sym |
| T. J. Thyne | place of birth | Boston | Sym |
| Courtney Eldridge | place of birth | Boston | Sym |
| Ian Biederman | place of birth | Boston | Sym |
| Jimmy Flynn | place of birth | Boston | Sym |
| Aidan Mitchell | place of birth | Boston | Sym |
| Guinevere Turner | place of birth | Boston | Sym |
| Jeanie MacPherson | place of birth | Boston | Sym |
| Henry Brooks Adams | place of birth | Boston | Sym |
| Susanna Rowson | place of death | Boston | Sym |
| Anita Shreve | work location | Boston | UnSym |
| Alan Trefler | place of birth | Boston | Sym |
| Alexander Bradley | place of birth | Boston | Sym |
| Alexander Leaf | place of death | Boston | Sym |
| Alicyn Packard | place of birth | Boston | Sym |
| Beals Coleman Wright | place of birth | Boston | Sym |
| Andrei Zelevinsky | place of death | Boston | Sym |
| Carmen Filpi | place of birth | Boston | Sym |
| Caspar Crowninshield | place of birth | Boston | Sym |
| Caspar Crowninshield | place of death | Boston | Sym |
| William Hickling Prescott | place of death | Boston | Sym |
| Elihu Yale | place of birth | Boston | Sym |
| Craig Ross, Jr. | place of birth | Boston | Sym |
| Daniel Lothrop | place of death | Boston | Sym |
| David Barstow | place of birth | Boston | Sym |
| Dick Kazmaier | place of death | Boston | Sym |
| Janet Tashjian | place of birth | Boston | Sym |
| Emma Nutt | place of birth | Boston | Sym |
| Faith Salie | place of birth | Boston | Sym |
| Frank Newcomb | place of birth | Boston | Sym |
| Freeman Gill | place of birth | Boston | Sym |
| Geoff Edgers | place of birth | Boston | Sym |
| George D. Murray | place of birth | Boston | Sym |
| George W. Casey, Sr. | place of birth | Boston | Sym |
| Henry A. Miley, Jr. | place of birth | Boston | Sym |
| John Andrew Sullivan | place of birth | Boston | Sym |
| Samuel Dexter | place of birth | Boston | Sym |
| Joe Gould | place of birth | Boston | Sym |
| James Fowle Baldwin | place of death | Boston | Sym |
| Jerry Williams | place of death | Boston | Sym |
| John Andrew Barnes III | place of birth | Boston | Sym |
| John Frykman | place of birth | Boston | Sym |
| Jonathan Sewall | place of birth | Boston | Sym |
| Archibald Thompson Davison | place of birth | Boston | Sym |
| George Peter Alexander Healy | place of birth | Boston | Sym |
| Lea Wait | place of birth | Boston | Sym |
| Margaret Green Draper | place of birth | Boston | Sym |
| Mark Goulston | place of birth | Boston | Sym |
| Mary Lou Clements-Mann | place of birth | Boston | Sym |
| Melvin Johnson | place of birth | Boston | Sym |
| Michael DeSisto | place of death | Boston | Sym |
| Michael DeSisto | place of birth | Boston | Sym |
| Moses Roper | place of death | Boston | Sym |
| Nathaniel S. Keith | place of birth | Boston | Sym |
| Norman Foster | place of birth | Boston | Sym |
| Arthur Duffey | place of death | Boston | Sym |
| Minor White | place of death | Boston | Sym |
| Paul Van Doren | place of birth | Boston | Sym |
| Chris Burden | place of birth | Boston | Sym |
| Patrick Renna | place of birth | Boston | Sym |
| Augustus Addison Gould | place of death | Boston | Sym |
| William Henry Lewis | place of death | Boston | Sym |
| George P. Wetmore | place of death | Boston | Sym |
| Kenny Wormald | place of birth | Boston | Sym |
| L Peter Deutsch | place of birth | Boston | Sym |
| Edwin O'Connor | place of death | Boston | Sym |
| Justin Winsor | place of birth | Boston | Sym |
| Catherine Filene Shouse | place of birth | Boston | Sym |
| The Dante Club | narrative location | Boston | Sym |
| Charles Francis Adams, Jr. | place of birth | Boston | Sym |
| Richard Evans Schultes | place of death | Boston | Sym |
| Richard Evans Schultes | place of birth | Boston | Sym |
| Lorna Thayer | place of birth | Boston | Sym |
| Frank Stanton | place of death | Boston | Sym |
| Kerin O'Keefe | place of birth | Boston | Sym |
| Joey Oakes Palfrey | place of birth | Boston | Sym |
| Andrejs Zeidaks | place of death | Boston | Sym |
| Robert Charles Winthrop | place of death | Boston | Sym |
| Robert Charles Winthrop | place of birth | Boston | Sym |
| Frederick G. Katzmann | place of death | Boston | Sym |
| Frederick G. Katzmann | place of birth | Boston | Sym |
| Phil Rasmussen | place of birth | Boston | Sym |
| Gerry Studds | place of death | Boston | Sym |
| Jason Chen | place of birth | Boston | Sym |
| Roger Adams | place of birth | Boston | Sym |
| Mark Leibovich | place of birth | Boston | Sym |
| Q15987713 | place of birth | Boston | Sym |
| Mark Wahlberg | place of birth | Boston | Sym |
| Harold J. Greene | place of birth | Boston | Sym |
| Joseph E. Levine | place of birth | Boston | Sym |
| On Beauty | narrative location | Boston | Sym |
| Lawrence J. Hogan | place of birth | Boston | Sym |
| Daniel Dennett | place of birth | Boston | Sym |
| John Boswell | place of birth | Boston | Sym |
| A Case of Need | narrative location | Boston | Sym |
| William F. Sharpe | place of birth | Boston | Sym |
| Alex Cobb | place of birth | Boston | Sym |
| Brian Noonan | place of birth | Boston | Sym |
| Charles Codman | place of birth | Boston | Sym |
| Richard N. Goodwin | place of birth | Boston | Sym |
| Benjamin Franklin | place of birth | Boston | Sym |
| William Stowell | place of birth | Boston | Sym |
| Bill Collins | place of birth | Boston | Sym |
| Makanda Ken McIntyre | place of birth | Boston | Sym |
| Edwin Richards | place of birth | Boston | Sym |
| Edwin Lord Weeks | place of birth | Boston | Sym |
| Russ Lee | place of birth | Boston | Sym |
| Frank Dayton | place of birth | Boston | Sym |
| Thomas Dudley | place of death | Boston | Sym |
| James Fitzgerald | place of birth | Boston | Sym |
| Gone, Baby, Gone | narrative location | Boston | Sym |
| Dana Barros | place of birth | Boston | Sym |
| Richard Mayo | place of birth | Boston | Sym |
| Ned Dowd | place of birth | Boston | Sym |
| Armand Van Helden | place of birth | Boston | Sym |
| Helen McCloy | place of death | Boston | Sym |
| Terri Lyne Carrington | work location | Boston | UnSym |
| Anatole Broyard | place of death | Boston | Sym |
| Bob Backus | place of birth | Boston | Sym |
| Bob Durgin | place of birth | Boston | Sym |
| James Bryant Conant | place of birth | Boston | Sym |
| Curt Conway | place of birth | Boston | Sym |
| Claudia Rueda | work location | Boston | UnSym |
| David Evans | place of death | Boston | Sym |
| Francis E. Kelly | place of birth | Boston | Sym |
| George Heyliger | place of birth | Boston | Sym |
| George Melville Baker | residence | Boston | Sym |
| Gladys Walton | place of birth | Boston | Sym |
| Henry Hendrickson | place of death | Boston | Sym |
| Jamie Denbo | place of birth | Boston | Sym |
| Jamie Turndorf | place of birth | Boston | Sym |
| Jed Prouty | place of birth | Boston | Sym |
| John D. Harvey | place of birth | Boston | Sym |
| Leonard Chadwick | place of death | Boston | Sym |
| Louis Kronberg | place of birth | Boston | Sym |
| Carroll Quigley | place of birth | Boston | Sym |
| Oliver Winchester | place of birth | Boston | Sym |
| Shadow Fox | narrative location | Boston | Sym |
| The Namesake | narrative location | Boston | Sym |
| Thomas Finneran | place of birth | Boston | Sym |
| Thomas Cushing | place of death | Boston | Sym |
| Károly Bartha | place of death | Boston | Sym |
| William Emerson | place of death | Boston | Sym |
| William Sweeney | place of birth | Boston | Sym |
| Boylston Street | located in the administrative territorial entity | Boston | Sym |
| Josiah P. Cooke | place of birth | Boston | Sym |
| Saul Rosenzweig | place of birth | Boston | Sym |
| Theodore Lyman | place of birth | Boston | Sym |
| Humberto Sousa Medeiros | place of death | Boston | Sym |
| Noah Bean | place of birth | Boston | Sym |
| Burton Pike | place of birth | Boston | Sym |
| Charles Bulfinch | place of death | Boston | Sym |
| Charles Bulfinch | place of birth | Boston | Sym |
| Chuckie Taylor | place of birth | Boston | Sym |
| Boston Marathon bombings | located in the administrative territorial entity | Boston | Sym |
| Milt Raskin | place of birth | Boston | Sym |
| Patrick Ewing, Jr. | place of birth | Boston | Sym |
| Edith Fellows | place of birth | Boston | Sym |
| James Pierpont | place of birth | Boston | Sym |
| Mianne Palfrey | place of birth | Boston | Sym |
| Jill Tasker | place of birth | Boston | Sym |
| Hugh S. Legaré | place of death | Boston | Sym |
| Henry E. Dixey | place of birth | Boston | Sym |
| John Smith | place of birth | Boston | Sym |
| Gerry Connolly | place of birth | Boston | Sym |
| Hugo Rossi | place of birth | Boston | Sym |
| Godfrey Lowell Cabot | place of death | Boston | Sym |
| Godfrey Lowell Cabot | place of birth | Boston | Sym |
| Timothy Davis | place of death | Boston | Sym |
| Thomas Gamaliel Bradford | place of birth | Boston | Sym |
| Henry Pickering Bowditch | place of death | Boston | Sym |
| Henry Pickering Bowditch | place of birth | Boston | Sym |
| Madeleine M. Joullié | residence | Boston | Sym |
| Joanne Simpson | place of birth | Boston | Sym |
| John Henry Willcox | place of death | Boston | Sym |
| Busty Heart | place of birth | Boston | Sym |
| Lawrence Berk | place of birth | Boston | Sym |
| Max Bondy | place of death | Boston | Sym |
| Baruch Marzel | place of birth | Boston | Sym |
| Peleg Coffin, Jr. | place of death | Boston | Sym |
| Peter A. Garland | place of birth | Boston | Sym |
| Tabitha St. Germain | place of birth | Boston | Sym |
| Allan H. Meltzer | place of birth | Boston | Sym |
| Felix Wolfes | place of death | Boston | Sym |
| William P. Murphy Jr. | place of birth | Boston | Sym |
| Geraldine Ferraro | place of death | Boston | Sym |
| Susan Bottomly | place of birth | Boston | Sym |
| Anne Dudek | place of birth | Boston | Sym |
| Edith Nourse Rogers | place of death | Boston | Sym |
| Thomas D. Eliot | place of birth | Boston | Sym |
| Paul Stanton | place of birth | Boston | Sym |
| Al Vega | place of death | Boston | Sym |
| Albert Smith | place of death | Boston | Sym |
| Eric Francis MacKenzie | place of birth | Boston | Sym |
| Michael McDowell | place of death | Boston | Sym |
| Jack Levine | place of birth | Boston | Sym |
| Donald Schön | place of birth | Boston | Sym |
| Dorothy Loudon | place of birth | Boston | Sym |
| Manny Delcarmen | place of birth | Boston | Sym |
| John Pitcairn | place of death | Boston | Sym |
| Eugene Braunwald | work location | Boston | UnSym |
| Joseph Grew | place of birth | Boston | Sym |
| Seán McKiernan | place of birth | Boston | Sym |
| Darren Turcotte | place of birth | Boston | Sym |
| Steven Van Zandt | place of birth | Boston | Sym |
| Ruby Braff | place of birth | Boston | Sym |
| Jane Cowl | place of birth | Boston | Sym |
| Elliott H. Lieb | place of birth | Boston | Sym |
| Fran Sheehan | place of birth | Boston | Sym |
| Edwin Percy Whipple | place of death | Boston | Sym |
| John Cunniff | place of birth | Boston | Sym |
| Brenda Frazier | place of death | Boston | Sym |
| Jonas Wood | place of birth | Boston | Sym |
| Henry Jacob Bigelow | place of birth | Boston | Sym |
| Henry Jacob Bigelow | work location | Boston | UnSym |
| Feliks Roziner | place of death | Boston | Sym |
| Eugene Foss | place of death | Boston | Sym |
| Alvan Tufts Fuller | place of death | Boston | Sym |
| Alvan Tufts Fuller | place of birth | Boston | Sym |
| Jane Toppan | place of birth | Boston | Sym |
| Jasmine Guy | place of birth | Boston | Sym |
| William M. Butler | place of death | Boston | Sym |
| Joseph Francis Maguire | place of birth | Boston | Sym |
| Abby May | place of birth | Boston | Sym |
| Madeline Miller | place of birth | Boston | Sym |
| Albert Bushnell Hart | place of death | Boston | Sym |
| Angeliki Laiou | place of death | Boston | Sym |
| Anne Nagel | place of birth | Boston | Sym |
| Arthur L. Andrews | place of birth | Boston | Sym |
| Benny Rubin | place of birth | Boston | Sym |
| Julius Adams Stratton | place of death | Boston | Sym |
| Ceremony | narrative location | Boston | Sym |
| Cogan's Trade | narrative location | Boston | Sym |
| Colonial Air Transport | headquarters location | Boston | Sym |
| Donald Foley | place of birth | Boston | Sym |
| Eddie Hurley | place of death | Boston | Sym |
| Elizabeth Brater | place of birth | Boston | Sym |
| Eric Loren | place of birth | Boston | Sym |
| Ethan Vogt | place of birth | Boston | Sym |
| Franklin S. Nickerson | place of death | Boston | Sym |
| William Steig | place of death | Boston | Sym |
| Whitey Bulger | place of birth | Boston | Sym |
| Raymond Griffith | place of birth | Boston | Sym |
| Hosea Ballou | place of death | Boston | Sym |
| Walter Gropius | place of death | Boston | Sym |
| Theodore Robert Dudley | place of birth | Boston | Sym |
| Jimmy Brogan | place of birth | Boston | Sym |
| John Elliott Cowdin | place of birth | Boston | Sym |
| John Sullivan Dwight | place of birth | Boston | Sym |
| Joshua Loring | place of birth | Boston | Sym |
| Samuel Sewall | place of death | Boston | Sym |
| Kempster Blanchard Miller | place of birth | Boston | Sym |
| Leon Adams | place of birth | Boston | Sym |
| Samuel Turell Armstrong | place of death | Boston | Sym |
| Maud Howe Elliott | place of birth | Boston | Sym |
| Richard Fletcher | place of death | Boston | Sym |
| Miles Browning | place of death | Boston | Sym |
| Muriel Rahn | place of birth | Boston | Sym |
| Nancy Glass | place of birth | Boston | Sym |
| Nathaniel Jeremiah Bradlee | place of birth | Boston | Sym |
| Roger Manvell | place of death | Boston | Sym |
| Richard Olney | place of death | Boston | Sym |
| Oliver O'Brien | place of birth | Boston | Sym |
| Paul M. English | place of birth | Boston | Sym |
| Albert-László Barabási | work location | Boston | UnSym |
| Richard Bellingham | place of death | Boston | Sym |
| Carolyn Bertozzi | place of birth | Boston | Sym |
| Stephanie Braxton | place of birth | Boston | Sym |
| Stephen Ratcliffe | place of birth | Boston | Sym |
| The Astonishing Life of Octavian Nothing, Traitor to the Nation, Volume I: The Pox Party | narrative location | Boston | Sym |
| The Last Hurrah | narrative location | Boston | Sym |
| Vail Bloom | place of birth | Boston | Sym |
| Norman Levinson | place of death | Boston | Sym |
| Belly | location of formation | Boston | UnSym |
| Anthony Quinn | place of death | Boston | Sym |
| Christopher Gore | place of birth | Boston | Sym |
| Leonard Wood | place of death | Boston | Sym |
| James Bowdoin | place of birth | Boston | Sym |
| James Bowdoin | place of death | Boston | Sym |
| Category:Deaths in Boston, Lincolnshire | category combines topics | Boston | UnSym |
| Jon Kleinberg | place of birth | Boston | Sym |
| Thomas Bulfinch | place of death | Boston | Sym |
| Dorchester | located in the administrative territorial entity | Boston | Sym |
| Charlie Holmes | place of birth | Boston | Sym |
| Christopher Wool | place of birth | Boston | Sym |
| Leonora Bilger | place of birth | Boston | Sym |
| Danny Draven | place of birth | Boston | Sym |
| David Evans | place of birth | Boston | Sym |
| Kiara Muhammad | place of birth | Boston | Sym |
| Q11884045 | place of birth | Boston | Sym |
| The Surgeon | narrative location | Boston | Sym |
| Prince Sadruddin Aga Khan | place of death | Boston | Sym |
| Markus Fritsch | work location | Boston | UnSym |
| Dyer Lum | place of death | Boston | Sym |
| Joseph Hall | place of death | Boston | Sym |
| Samuel Parkman Tuckerman | place of birth | Boston | Sym |
| Elbridge Ross | place of birth | Boston | Sym |
| Polly Palfrey | place of birth | Boston | Sym |
| Harry L. Shapiro | place of birth | Boston | Sym |
| George Richardson Proctor | place of birth | Boston | Sym |
| Hermann Hoerlin | place of death | Boston | Sym |
| John Parker Boyd | place of death | Boston | Sym |
| Mark Andrew Green | place of birth | Boston | Sym |
| John Campbell | place of death | Boston | Sym |
| Mikloš Schwalb | place of death | Boston | Sym |
| Caroline Coolidge Cushman Ticknor | place of birth | Boston | Sym |
| Manhattan Transfer | place of publication | Boston | UnSym |
| James Henigan | place of birth | Boston | Sym |
| James A. Gallivan | place of birth | Boston | Sym |
| Karl Gerhardt | place of birth | Boston | Sym |
| Tony Gaffney | place of birth | Boston | Sym |
| J. Gill | located in the administrative territorial entity | Boston | Sym |
| Leslie H. Martinson | place of birth | Boston | Sym |
| Philip Hale | place of death | Boston | Sym |
| Richard France | place of birth | Boston | Sym |
| Royall Tyler | place of birth | Boston | Sym |
| William Fly | place of death | Boston | Sym |
| Mary Dyer | place of death | Boston | Sym |
| Madeline Kahn | place of birth | Boston | Sym |
| William Barton Rogers | place of death | Boston | Sym |
| Harriet Quimby | place of death | Boston | Sym |
| Frank Robbins | place of birth | Boston | Sym |
| Q257073 | located in the administrative territorial entity | Boston | Sym |
| William Sowden Sims | place of death | Boston | Sym |
| Walter Powers | place of birth | Boston | Sym |
| Williamina Fleming | place of death | Boston | Sym |
| Angelina Weld Grimké | place of birth | Boston | Sym |
| James Taylor | place of birth | Boston | Sym |
| William Mason | place of birth | Boston | Sym |
| Liam Waite | place of birth | Boston | Sym |
| Francis Amasa Walker | place of birth | Boston | Sym |
| Francis Amasa Walker | place of death | Boston | Sym |
| James Hewitt | place of death | Boston | Sym |
| Dennis Miller Bunker | place of death | Boston | Sym |
| Loïs Mailou Jones | place of birth | Boston | Sym |
| Mickey Roach | place of birth | Boston | Sym |
| Dorothy Iannone | place of birth | Boston | Sym |
| Sarah Sze | place of birth | Boston | Sym |
| Oliver Wendell Holmes | place of birth | Boston | Sym |
| Cotton Mather | place of death | Boston | Sym |
| Cotton Mather | place of birth | Boston | Sym |
| James Crafts | place of birth | Boston | Sym |
| Thomas William Parsons | place of birth | Boston | Sym |
| Francis Boott | place of birth | Boston | Sym |
| Lev Lazarevitsj Goldin | place of death | Boston | Sym |
| Joseph R. Levenson | place of birth | Boston | Sym |
| Barbara Mullen | place of birth | Boston | Sym |
| George Goldthwaite | place of birth | Boston | Sym |
| Damon Santostefano | place of birth | Boston | Sym |
| Robert F. Bradford | place of birth | Boston | Sym |
| Robert F. Bradford | place of death | Boston | Sym |
| Charles F. Hurley | place of death | Boston | Sym |
| Solomon Trestin | place of death | Boston | Sym |
| Sarah Kemble Knight | place of birth | Boston | Sym |
| Henry Oliver Hansen | place of birth | Boston | Sym |
| Cell | narrative location | Boston | Sym |
| Alfred Browning Parker | place of birth | Boston | Sym |
| Amy Farrington | place of birth | Boston | Sym |
| Benjamin Byron Davis | place of birth | Boston | Sym |
| Billie Lawless | place of birth | Boston | Sym |
| Museum of Fine Arts Boston | located in the administrative territorial entity | Boston | Sym |
| Faneuil Hall | located in the administrative territorial entity | Boston | Sym |
| Brian Christie | place of birth | Boston | Sym |
| Cameron McRae Winslow | place of death | Boston | Sym |
| Carl Alpert | place of birth | Boston | Sym |
| Maribel Owen | place of birth | Boston | Sym |
| Connie Martinson | place of birth | Boston | Sym |
| Courtney Fathom Sell | place of birth | Boston | Sym |
| George Bonhag | place of birth | Boston | Sym |
| David B. Cohen | place of birth | Boston | Sym |
| Wendell Phillips | place of death | Boston | Sym |
| Wendell Phillips | place of birth | Boston | Sym |
| Rachel Bissex | place of birth | Boston | Sym |
| Edward H. Gibson | place of birth | Boston | Sym |
| Edward Lawrence Logan | place of death | Boston | Sym |
| Elliot Koffman | place of birth | Boston | Sym |
| Fannie Hillsmith | place of birth | Boston | Sym |
| Frederick T. Moore, Jr. | place of birth | Boston | Sym |
| Nathan Appleton | place of death | Boston | Sym |
| Geoffrey Sayre-McCord | place of birth | Boston | Sym |
| George D. Nye | place of death | Boston | Sym |
| George Willis | place of birth | Boston | Sym |
| Henry Simmons Frieze | place of birth | Boston | Sym |
| Howard Bryant | place of birth | Boston | Sym |
| Tom Barrasso | place of birth | Boston | Sym |
| Jack Germond | place of birth | Boston | Sym |
| James G. Carr | place of birth | Boston | Sym |
| John C. Cremony | place of birth | Boston | Sym |
| John Weiss | place of birth | Boston | Sym |
| Jonathan Jackson | place of birth | Boston | Sym |
| Jonathan Jackson | place of death | Boston | Sym |
| Joseph Francis Scott | place of birth | Boston | Sym |
| Laura Poitras | place of birth | Boston | Sym |
| Lauren Elliott | place of birth | Boston | Sym |
| Liam Madden | place of birth | Boston | Sym |
| Elisha Collier | place of birth | Boston | Sym |
| Elisha Collier | place of death | Boston | Sym |
| Christian Wolff | work location | Boston | UnSym |
| Lois Ayres | place of birth | Boston | Sym |
| Marie Cosindas | place of birth | Boston | Sym |
| Matt the Knife | place of birth | Boston | Sym |
| Paul-Henri Campbell | place of birth | Boston | Sym |
| Michael Gould | place of birth | Boston | Sym |
| Suki Schorer | place of birth | Boston | Sym |
| Nathaniel Taylor | place of birth | Boston | Sym |
| Arthur Fiedler | place of birth | Boston | Sym |
| Peter Bent Brigham | place of death | Boston | Sym |
| Peter E. Costello | place of birth | Boston | Sym |
| Rebecca Housel | place of birth | Boston | Sym |
| Roland Merullo | place of birth | Boston | Sym |
| Gregory Maguire | work location | Boston | UnSym |
| Samuel M. Pook | place of birth | Boston | Sym |
| Stephen Dunham | place of birth | Boston | Sym |
| Thomas H. Dunham | place of birth | Boston | Sym |
| Hanns Sachs | place of death | Boston | Sym |
| Walter R. Mansfield | place of birth | Boston | Sym |
| William H. Blanchard | place of birth | Boston | Sym |
| William S. Bennet II | place of death | Boston | Sym |
| Brian Duffy | place of birth | Boston | Sym |
| Harry Dexter White | place of birth | Boston | Sym |
| Richard M. Karp | place of birth | Boston | Sym |
| Eugene O'Neill | place of death | Boston | Sym |
| Gregory Deyermenjian | place of birth | Boston | Sym |
| Samuel Eliot Morison | place of birth | Boston | Sym |
| Samuel Eliot Morison | place of death | Boston | Sym |
| Caleb Blood Smith | place of birth | Boston | Sym |
| Charles William Eliot | place of birth | Boston | Sym |
| David Walton | place of birth | Boston | Sym |
| Horace Mann Junior | place of birth | Boston | Sym |
| Susan Paul | place of birth | Boston | Sym |
| Susan Paul | place of death | Boston | Sym |
| David Gilbarg | place of birth | Boston | Sym |
| Hugh Parker Guiler | place of birth | Boston | Sym |
| Kenneth W. Dam | place of birth | Boston | Sym |
| Emanuel Ondříček | place of death | Boston | Sym |
| Leonardo Ciampa | place of birth | Boston | Sym |
| Nat Hentoff | place of birth | Boston | Sym |
| Samuel Wendell Williston | place of birth | Boston | Sym |
| George Ticknor | place of birth | Boston | Sym |
| Frank Morey | place of birth | Boston | Sym |
| Robert F. McDermott | place of birth | Boston | Sym |
| Uzo Aduba | place of birth | Boston | Sym |
| George Holden Tinkham | place of birth | Boston | Sym |
| Shearjashub Bourne | place of death | Boston | Sym |
| Lucy Toulmin Smith | place of birth | Boston | Sym |
| Henry Vaughan | place of death | Boston | Sym |
| Leonard Nimoy | place of birth | Boston | Sym |
| Richard Hodgson | place of death | Boston | Sym |
| Chin Feng | place of death | Boston | Sym |
| John Neagle | place of birth | Boston | Sym |
| Joseph Henry O'Neil | place of death | Boston | Sym |
| Harry Beal Torrey | place of birth | Boston | Sym |
| William Thompson Sedgwick | place of death | Boston | Sym |
| John Paine | place of birth | Boston | Sym |
| Charles Green Bush | place of birth | Boston | Sym |
| Richard Bowditch Wigglesworth | place of death | Boston | Sym |
| Richard Bowditch Wigglesworth | place of birth | Boston | Sym |
| Roslindale | located in the administrative territorial entity | Boston | Sym |
| Pauline Whittier | place of birth | Boston | Sym |
| William S. McNary | place of death | Boston | Sym |
| Alfred Charles Hobbs | place of birth | Boston | Sym |
| Lauren Koslow | place of birth | Boston | Sym |
| Lillian Roth | place of birth | Boston | Sym |
| Robert Morss Lovett | place of birth | Boston | Sym |
| Tracy Bonham | place of birth | Boston | Sym |
| Abbott Handerson Thayer | place of birth | Boston | Sym |
| Bobby Brown | place of birth | Boston | Sym |
| Donnie Wahlberg | place of birth | Boston | Sym |
| Misha Collins | place of birth | Boston | Sym |
| Sheldon Adelson | place of birth | Boston | Sym |
| Tyler Faith | place of birth | Boston | Sym |
| Quincy Shaw | place of birth | Boston | Sym |
| Dick Dale | place of birth | Boston | Sym |
| Zodiac | narrative location | Boston | Sym |
| Babe Paley | place of birth | Boston | Sym |
| Barry Goudreau | place of birth | Boston | Sym |
| Isador Coriat | place of death | Boston | Sym |
| Arthur Blake | place of death | Boston | Sym |
| Arthur Blake | place of birth | Boston | Sym |
| Alex Grasshoff | place of birth | Boston | Sym |
| Q3796516 | place of death | Boston | Sym |
| Paul McGonagle | place of death | Boston | Sym |
| Wayne Turner | place of birth | Boston | Sym |
| Charles Edward Horn | place of death | Boston | Sym |
| Q4531342 | place of death | Boston | Sym |
| Q4531342 | place of birth | Boston | Sym |
| Helena Koželuhová | place of death | Boston | Sym |
| Michelle Thomas | place of birth | Boston | Sym |
| Arlene Francis | place of birth | Boston | Sym |
| Allan Crite | place of death | Boston | Sym |
| Andrea Robbins | place of birth | Boston | Sym |
| Lewis C. Cantley | work location | Boston | UnSym |
| Carl Frederick Burke | place of death | Boston | Sym |
| Harold Hitz Burton | place of birth | Boston | Sym |
| Charles Russell Lowell | place of birth | Boston | Sym |
| David John Scannell | place of birth | Boston | Sym |
| John Thomas | place of birth | Boston | Sym |
| Edward D. Townsend | place of birth | Boston | Sym |
| George Russell | place of death | Boston | Sym |
| Elizabeth Boott | place of birth | Boston | Sym |
| Krister Stendahl | place of death | Boston | Sym |
| Richard Rust | place of birth | Boston | Sym |
| Franklin W. Smith | place of birth | Boston | Sym |
| George Aiken | place of birth | Boston | Sym |
| George Eustis, Sr. | place of birth | Boston | Sym |
| F. Holland Day | place of birth | Boston | Sym |
| Alan Douglas | place of birth | Boston | Sym |
| Carl Mydans | place of birth | Boston | Sym |
| J. Carter Brown | place of death | Boston | Sym |
| Jane F. Barry | place of birth | Boston | Sym |
| John E. Kerrigan | place of death | Boston | Sym |
| John Wilson | place of death | Boston | Sym |
| Joseph P. Lash | place of death | Boston | Sym |
| Joshua Hall Bates | place of birth | Boston | Sym |
| Vladimir Dedijer | place of death | Boston | Sym |
| James Q. Wilson | place of death | Boston | Sym |
| Laura E. Richards | place of birth | Boston | Sym |
| Louis Jean Heydt | place of death | Boston | Sym |
| Man Gone Down | narrative location | Boston | Sym |
| Michelle Citron | place of birth | Boston | Sym |
| John Amaechi | place of birth | Boston | Sym |
| Peter Gammons | place of birth | Boston | Sym |
| Peter Haskell | place of birth | Boston | Sym |
| Piper Kerman | place of birth | Boston | Sym |
| Risa Lavizzo-Mourey | residence | Boston | Sym |
| Susan Butcher | place of birth | Boston | Sym |
| Samuel Gardner Drake | place of death | Boston | Sym |
| Samuel P. Spear | place of birth | Boston | Sym |
| Suffolk University Law School | located in the administrative territorial entity | Boston | Sym |
| Augustus Peabody Gardner | place of birth | Boston | Sym |
| North End | located in the administrative territorial entity | Boston | Sym |
| William Dana Orcutt | place of death | Boston | Sym |
| William J. A. Bailey | place of birth | Boston | Sym |
| Cariddi Nardulli | place of birth | Boston | Sym |
| Charles B. Cory | place of birth | Boston | Sym |
| Charles Francis Adams IV | place of birth | Boston | Sym |
| Lloyd Wheaton Bowers | place of death | Boston | Sym |
| Marian Hooper Adams | place of birth | Boston | Sym |
| James Reese Europe | place of death | Boston | Sym |
| E. J. Dionne | place of birth | Boston | Sym |
| Looking Backward | narrative location | Boston | Sym |
| Ella Lola | place of birth | Boston | Sym |
| Category:Films shot in Boston | category combines topics | Boston | UnSym |
| Erwin Griswold | place of death | Boston | Sym |
| Joseph Pilato | place of birth | Boston | Sym |
| Stanisław Barańczak | place of death | Boston | Sym |
| John Patrick Higgins | place of birth | Boston | Sym |
| John Patrick Higgins | place of death | Boston | Sym |
| John Schuck | place of birth | Boston | Sym |
| Richard Herd | place of birth | Boston | Sym |
| Francis Condon | place of death | Boston | Sym |
| Mark O'Brien | place of birth | Boston | Sym |
| Fred F. Sears | place of birth | Boston | Sym |
| William Moore | place of birth | Boston | Sym |
| Willard MacGregor | place of birth | Boston | Sym |
| George V. Brown | place of birth | Boston | Sym |
| Iron Lore Entertainment | headquarters location | Boston | Sym |
| Gisele Bündchen | residence | Boston | Sym |
| The Handmaid's Tale | narrative location | Boston | Sym |
| Boston subway system | located in the administrative territorial entity | Boston | Sym |
| Edwin May | place of birth | Boston | Sym |
| Winston L. Prouty | place of death | Boston | Sym |
| James T. Bates | place of birth | Boston | Sym |
| Thomas Barbour | place of death | Boston | Sym |
| Jerry Gray | place of birth | Boston | Sym |
| John A. Keliher | place of birth | Boston | Sym |
| John A. Keliher | place of death | Boston | Sym |
| John Locke | place of death | Boston | Sym |
| John W. Candler | place of birth | Boston | Sym |
| Samuel Sewall | place of birth | Boston | Sym |
| Karl Viëtor | place of death | Boston | Sym |
| Billy Yule | place of birth | Boston | Sym |
| Lev Shvarts | residence | Boston | Sym |
| A Recommendation of Inoculation: According to Baron Dimsdale's Method | place of publication | Boston | UnSym |
| An Appeal in Favor of that Class of Americans Called Africans | place of publication | Boston | UnSym |
| Jared Diamond | place of birth | Boston | Sym |
| Richard E. Byrd | place of death | Boston | Sym |
| Samuel Adams | place of death | Boston | Sym |
| Samuel Adams | place of birth | Boston | Sym |
| Roger Hale Sheaffe | place of birth | Boston | Sym |
| William Farnum | place of birth | Boston | Sym |
| Patricia Cornwell | work location | Boston | UnSym |
| Stephen A. Emery | place of death | Boston | Sym |
| Sekondi-Takoradi | twinned administrative body | Boston | Sym |
| Priscilla Morrill | place of birth | Boston | Sym |
| Watermelon Slim | place of birth | Boston | Sym |
| Judith Merril | place of birth | Boston | Sym |
| Oneohtrix Point Never | place of birth | Boston | Sym |
| Myles Kennedy | place of birth | Boston | Sym |
| James Cutler Dunn Parker | place of birth | Boston | Sym |
| Bill Wilson | place of birth | Boston | Sym |
| George Adams Leland | place of death | Boston | Sym |
| George Adams Leland | place of birth | Boston | Sym |
| Anatoly Zhabotinsky | place of death | Boston | Sym |
| Jude | place of birth | Boston | Sym |
| Theodore Sedgwick | place of death | Boston | Sym |
| Morton Prince | place of death | Boston | Sym |
| Morton Prince | place of birth | Boston | Sym |
| Jonathan Sass | work location | Boston | UnSym |
| Dave Lambert | place of birth | Boston | Sym |
| Maxime Bôcher | place of birth | Boston | Sym |
| Roland Hayes | place of death | Boston | Sym |
| George Patton IV | place of birth | Boston | Sym |
| Tara VanDerveer | place of birth | Boston | Sym |
| Josiah Quincy II | place of birth | Boston | Sym |
| Greg Johnston | place of birth | Boston | Sym |
| Jack Nance | place of birth | Boston | Sym |
| Gilbert Stuart | place of death | Boston | Sym |
| Haifa | twinned administrative body | Boston | Sym |
| Leonard Craske | place of death | Boston | Sym |
| Q4340904 | place of birth | Boston | Sym |
| Henry Gardner | place of birth | Boston | Sym |
| James Remar | place of birth | Boston | Sym |
| James Thomas Fields | place of death | Boston | Sym |
| Lucy Stone | place of death | Boston | Sym |
| Chris Nilan | place of birth | Boston | Sym |
| Peter Guralnick | place of birth | Boston | Sym |
| Caroline Zhang | place of birth | Boston | Sym |
| Alexander Hill Everett | place of birth | Boston | Sym |
| Mason Hammond | place of birth | Boston | Sym |
| Ann Smith Franklin | place of birth | Boston | Sym |
| Anthony J. Carson | place of birth | Boston | Sym |
| Anthony J. Carson | place of death | Boston | Sym |
| Anthony T. Shtogren | place of birth | Boston | Sym |
| Benjamin Arthur Quarles | place of birth | Boston | Sym |
| Bill Gillis | place of birth | Boston | Sym |
| Blanche Ring | place of birth | Boston | Sym |
| Bradford Hill | place of birth | Boston | Sym |
| Carl Greenberg | place of birth | Boston | Sym |
| Carlos Castillo | place of birth | Boston | Sym |
| David Lindsay-Abaire | place of birth | Boston | Sym |
| Eliza Lee Cabot Follen | place of birth | Boston | Sym |
| Erastus Brigham Bigelow | place of death | Boston | Sym |
| Gene Lavanchy | place of birth | Boston | Sym |
| George Ferguson | place of birth | Boston | Sym |
| Henry N. Cobb | place of birth | Boston | Sym |
| Henry Percival Dodge | place of birth | Boston | Sym |
| Antoine Joseph Jobin | place of birth | Boston | Sym |
| Jack Concannon | place of birth | Boston | Sym |
| John Ancrum Winslow | place of death | Boston | Sym |
| John F. Kelly | place of birth | Boston | Sym |
| John Henning | place of death | Boston | Sym |
| John Howard | residence | Boston | Sym |
| John Howard | place of birth | Boston | Sym |
| John R. Tunis | place of birth | Boston | Sym |
| Joseph W. Revere | place of birth | Boston | Sym |
| Kahlil Gibran | place of birth | Boston | Sym |
| Kahlil Gibran | place of death | Boston | Sym |
| Helen Johns | place of birth | Boston | Sym |
| Q6627105 | place of death | Boston | Sym |
| Louise Brigham | place of birth | Boston | Sym |
| Mary Ann Vincent | place of death | Boston | Sym |
| Mather Byles | place of birth | Boston | Sym |
| Maud Wood Park | place of birth | Boston | Sym |
| Richard N. Frye | place of death | Boston | Sym |
| Samantha Runnion | place of birth | Boston | Sym |
| Barry Newman | place of birth | Boston | Sym |
| Ben Bradlee | place of birth | Boston | Sym |
| William M. Evarts | place of birth | Boston | Sym |
| Owlchemy Labs | located in the administrative territorial entity | Boston | Sym |
| Coma | narrative location | Boston | Sym |
| Roland Winters | place of birth | Boston | Sym |
| Samantha Logan | place of birth | Boston | Sym |
| Samuel Schafler | place of death | Boston | Sym |
| Sidney Topol | place of birth | Boston | Sym |
| Small Vices | narrative location | Boston | Sym |
| Q761940 | place of death | Boston | Sym |
| William Healey Dall | place of birth | Boston | Sym |
| Thomas Harcourt | place of birth | Boston | Sym |
| Thomas Kilby Smith | place of birth | Boston | Sym |
| Arthur Casagrande | place of death | Boston | Sym |
| Vincent Dethier | place of birth | Boston | Sym |
| William Bradford Turner | place of birth | Boston | Sym |
| Charles A. Dinarello | place of birth | Boston | Sym |
| John Lewis Bates | place of death | Boston | Sym |
| George von Lengerke Meyer | place of birth | Boston | Sym |
| George von Lengerke Meyer | place of death | Boston | Sym |
| John McCarthy | place of birth | Boston | Sym |
| Ezio Levi | place of death | Boston | Sym |
| John Bardeen | place of death | Boston | Sym |
| Jeffrey Davidow | place of birth | Boston | Sym |
| John Michael Higgins | place of birth | Boston | Sym |
| Edward Franklin Bland | place of death | Boston | Sym |
| Rudolph Nissen | work location | Boston | UnSym |
| Charles J. McCarthy | place of birth | Boston | Sym |
| Eugene Roche | place of birth | Boston | Sym |
| Sandy Saddler | place of birth | Boston | Sym |
| Eddie Collins | place of death | Boston | Sym |
| Edward Tuckerman | place of birth | Boston | Sym |
| School of the Museum of Fine Arts, Boston | located in the administrative territorial entity | Boston | Sym |
| Mario Cantone | place of birth | Boston | Sym |
| Albert Vincent Casey | place of birth | Boston | Sym |
| Jaki Byard | place of death | Boston | Sym |
| John Conness | place of death | Boston | Sym |
| Nicky Jam | place of birth | Boston | Sym |
| Fitz-John Winthrop | place of death | Boston | Sym |
| John Charles Phillips | place of birth | Boston | Sym |
| Lew Rockwell | place of birth | Boston | Sym |
| Roman Jakobson | place of death | Boston | Sym |
| Harold Ross | place of death | Boston | Sym |
| Robert Benjamin Lewis | residence | Boston | Sym |
| Herbert Gidney | place of birth | Boston | Sym |
| Samuel L. Crocker | place of death | Boston | Sym |
| Howard Johnson | place of birth | Boston | Sym |
| Jonathan Kale | place of birth | Boston | Sym |
| Jane Colman Turell | place of birth | Boston | Sym |
| John Davenport | place of death | Boston | Sym |
| Joseph Abraham Zilber | place of birth | Boston | Sym |
| Joseph Tuckerman | place of birth | Boston | Sym |
| Leone Lane | place of birth | Boston | Sym |
| Mike Coppola | place of death | Boston | Sym |
| Anita Fuentes | place of birth | Boston | Sym |
| William Wallace Morland | place of death | Boston | Sym |
| Paul X. Kelley | place of birth | Boston | Sym |
| Willard Van Orman Quine | place of death | Boston | Sym |
| Richard Reeve Baxter | place of death | Boston | Sym |
| Mortal Fear | narrative location | Boston | Sym |
| Cid Corman | place of birth | Boston | Sym |
| Medina Dixon | place of birth | Boston | Sym |
| Frank Ross | place of birth | Boston | Sym |
| Blanchard Ryan | place of birth | Boston | Sym |
| Rosemary Kennedy | place of birth | Boston | Sym |
| William Gilson Farlow | place of birth | Boston | Sym |
| Joseph John Ruocco | place of birth | Boston | Sym |
| Marron Curtis Fort | place of birth | Boston | Sym |
| Big Shug | place of birth | Boston | Sym |
| Francisco Goldman | place of birth | Boston | Sym |
| Gaston Chérau | place of death | Boston | Sym |
| James Henry Emerton | place of death | Boston | Sym |
| Kevin Chapman | place of birth | Boston | Sym |
| Bud Blake | place of death | Boston | Sym |
| William L. Shirer | place of death | Boston | Sym |
| Bob Elliott | place of birth | Boston | Sym |
| Michael Ryan | place of birth | Boston | Sym |
| Thomas Curtis | place of birth | Boston | Sym |
| Leon Tuck | place of death | Boston | Sym |
| Oscar Brodney | place of birth | Boston | Sym |
| Chico Scimone | place of birth | Boston | Sym |
| Christopher Seider | place of death | Boston | Sym |
| John Winthrop the Younger | place of death | Boston | Sym |
| Marc Kirschner | work location | Boston | UnSym |
| Charles Francis Adams III | place of death | Boston | Sym |
| Borden Parker Bowne | place of death | Boston | Sym |
| Béla Böszörményi-Nagy | place of death | Boston | Sym |
| David B. Zilberman | place of death | Boston | Sym |
| Joasaph | place of death | Boston | Sym |
| Joasaph | place of birth | Boston | Sym |
| Robert Cormier | place of death | Boston | Sym |
| Rudolʹf Olʹshevskiĭ | place of death | Boston | Sym |
| Robert Walthour | place of death | Boston | Sym |
| Roy Haynes | place of birth | Boston | Sym |
| Lynne Cox | place of birth | Boston | Sym |
| Ada Adini | place of birth | Boston | Sym |
| Amos Lawrence | place of death | Boston | Sym |
| Ann Bauer | place of birth | Boston | Sym |
| B. O. Flower | place of death | Boston | Sym |
| George Wein | place of birth | Boston | Sym |
| Carla DeSantis Black | place of birth | Boston | Sym |
| Frank E. Guernsey | place of death | Boston | Sym |
| Dan Barry | place of birth | Boston | Sym |
| Dan Barry | place of death | Boston | Sym |
| Dana Bullen | place of birth | Boston | Sym |
| Daniel White | place of death | Boston | Sym |
| George Nolfi | place of birth | Boston | Sym |
| Joe Boyd | place of birth | Boston | Sym |
| Donna Loren | place of birth | Boston | Sym |
| Elizabeth Stuart Phelps Ward | place of birth | Boston | Sym |
| Ellen Sturgis Hooper | place of birth | Boston | Sym |
| Fudge Mabeta | place of birth | Boston | Sym |
| Jon Foster | place of birth | Boston | Sym |
| George Dickson | place of birth | Boston | Sym |
| George Lyman Kittredge | place of birth | Boston | Sym |
| Henry Whitney Bellows | place of birth | Boston | Sym |
| Anton Leader | place of birth | Boston | Sym |
| Warren Rudman | place of birth | Boston | Sym |
| Jess Nevins | place of birth | Boston | Sym |
| John Calvin Stevens | place of birth | Boston | Sym |
| John Keefe | place of birth | Boston | Sym |
| John Rock | place of death | Boston | Sym |
| Kelly Lange | place of birth | Boston | Sym |
| Stephen Greenblatt | place of birth | Boston | Sym |
| Lenny Baker | place of birth | Boston | Sym |
| Max Blumenthal | place of birth | Boston | Sym |
| Nancy Garden | place of birth | Boston | Sym |
| Paul Shapiro | place of birth | Boston | Sym |
| Elliot Richardson | place of death | Boston | Sym |
| Elliot Richardson | place of birth | Boston | Sym |
| Q7323156 | place of birth | Boston | Sym |
| Rob Morris | place of birth | Boston | Sym |
| Samuel Crowther | place of death | Boston | Sym |
| Seth Williams | place of death | Boston | Sym |
| Albert Lord | place of birth | Boston | Sym |
| Susan Hale | place of birth | Boston | Sym |
| Massachusetts | capital | Boston | Sym |
| Shirley Clarke | place of death | Boston | Sym |
| Thomas G. Stevenson | place of birth | Boston | Sym |
| Annisa Pohan | place of birth | Boston | Sym |
| Edward Everett Hale | place of birth | Boston | Sym |
| Wally Peterson | place of birth | Boston | Sym |
| William Dummer | place of birth | Boston | Sym |
| William Warren | place of death | Boston | Sym |
| Thomas Bailey Aldrich | place of death | Boston | Sym |
| Jerry Colonna | place of birth | Boston | Sym |
| Brooks Adams | place of death | Boston | Sym |
| Jonathan Roberts | place of birth | Boston | Sym |
| Janet Auchincloss Rutherfurd | place of death | Boston | Sym |
| Charles Bass | place of birth | Boston | Sym |
| Charles Loring Jackson | place of birth | Boston | Sym |
import spark.implicits._
mergedDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
list: List[String] = List(src, rel, dst, srcentid, srclabel)
mergedDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
1,2,3,5,6,9,17,19,33,41
Motif finding for link prediction
In this notebook, we are interested in motif finding for link prediction in a large scale knowledge graph. In particular, we explore the WikiKG dataset which is a directed graph containing 2,500,604 nodes, 16,109,182 edges and 535 relations. Given a motif \(M\) which contains \(n\) nodes and \(m\) edges, we are intereted in the super-motifs of \(M\) which contain \(n\) nodes and \(m+1\) edges. We would expect that finding frequent super-motifs of \(M\) would give insight for link prediction.
Problem Definition
Given a graph \(G=(V,E)\), let \(T^{(n,m)}\) T_nm denote a set of motifs with \(n\) nodes and \(m\) edges and \(N(T_i^{(n,m)})\) N_T_nm_i be the number of subgraphs in \(G\) defined by motifs \(T_i^{(n,m)}\) T_nm_i. \(D(T_i^{(n,m)})\) D_T_nm_i is the number of induced subgraphs defined by motifs \(T_i^{(n,m)}\) in \(G\).
In particular, we are interested in finding motifs with 3 nodes in graph, which are commonly called triads.
Since we are only interested in motifs with 3 nodes here, we set n=3 and simplify our notation as \(T^{(m)}\). \(T={\cup_{k=1}^6 T^{(k)}}\) denotes the set of all possible motifs with 3 nodes and \(|T|=64\). Here we give the problem 1 we are interested in:
Problem 1: Given a motif \(T_i^{(k)}\in T^{(k)}\), we could construct a subset \(T'^{(k+1)} \subset T^{(k+1)}\) by adding a non-existent edge into \(T_i^{(k)}\). For each motif \(t_j \in T'^{(k+1)}\), we define the significance score of \(t_i\) w.r.t \(T_i^{(k)}\) as following:
\[ S(t_j,T_i^{(k)}) = \frac{N(t_j)}{N(T_i^{(k)}) - D(T_i^{(k)})}. \]
Our goal is to find significant motifs in \(T'^{(k+1)}\) according to significance scores.
Lemma 1: Given a motif \(T_i^{(k)}\in T^{(k)}\) and corresponding \(T'^{(k+1)}\), we have:
\[ \sum_{j=1}^{|T'^{(k+1)}|} S(t_j,T_i^{(k)}) = 1 \]
Proof: It is obvious that \(T_i^{(k)}\) is a sub-motif for all motifs in \(T'^{(k+1)}\), when we compute \(N(T_i^{(k)})\) without \(D(T_i^{(k)})\), the number is exactly the summation of \(N(t_j)\).
According to problem 1 and lemma 1, we could get the significance score distribution of \(T'^{(k+1)}\) given motif \(T_i^{(k)}\). We could easily compute this distribution for all motifs in \(T\). This gives us insight of significant motifs for link recommendation or prediction tasks.
Motifs of 3 nodes
In this section, we show all possible motifs with three nodes and give a example of our problem. The following table shows the number of motifs with same edges. Fig. 1 visualize all possible motifs. Following our definition and we take motif 7 in Fig. 1 as a example. \(T_i^{(2)}\) denote motif 7 which contians 2 edges. Now we are interest to find set of its super-motif \(T'^{(k+1)} =\)[8,15,23,39]. If we only consider connected type. Motifs [1,2,3,5,6,9,17,19,33,41] in figure 1 will be ignored. | edges | motifs | super-motifs set| | ---- | ---- | -----| | 0 | 1 | 6*1 | | 1 | 6 | 5 *6 | | 2 | 15 | 4 *15 | | 3 | 20 | 3 *20 | | 4 | 15 | 2 *15 | | 5 | 6 | 1 *6 | | 6 | 1 | 0 |
![]() |
|---|
| Fig. 1 Motifs with 3 nodes |
mergedDf2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
list2: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel)
mergedDF2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
rel_name_df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list3: List[String] = List(relid, label, description)
relnamedf: org.apache.spark.sql.DataFrame = [relid: string, label: string ... 1 more field]
finalDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 7 more fields]
list4: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel, relid, rellabel)
finalDF: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
edgesDF_: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
list5: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
// example: Motif 7 and its super motif sets. Our goal is to find significant relations.
val motif_7 = "(a)-[r1]->(b); (b)-[r2]->(c)"
val motif_7_super_motifs = List("(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(a)","(a)-[r1]->(b); (b)-[r2]->(c); (a)-[r3]->(c)", "(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(b)", "(a)-[r1]->(b); (b)-[r2]->(c); (b)-[r3]->(a)")
motif_7: String = (a)-[r1]->(b); (b)-[r2]->(c)
motif_7_super_motifs: List[String] = List((a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(a), (a)-[r1]->(b); (b)-[r2]->(c); (a)-[r3]->(c), (a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(b), (a)-[r1]->(b); (b)-[r2]->(c); (b)-[r3]->(a))
// Example 1, to look at motif_7 and and motif_7_supper_motif_7[1].
val motif_7_result = graph.find(motif_7)
val motif_7_super_motif_1 = graph.find(motif_7_super_motifs(1))
motif_7_result: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 3 more fields]
motif_7_super_motif_1: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 4 more fields]
display(motif_7_result)
display(motif_7_super_motif_1)
import org.apache.spark.sql.DataFrame
// T_32 := includes all 3 edges 2 vertice combination
val T_32_Query_List = Seq("(a)-[r1]->(b); (b)-[r2]->(c)", "(b)-[r1]->(a); (b)-[r2]->(c)", "(b)-[r1]->(a); (c)-[r2]->(a)")
// Input: A list of query describe T_mn: Seq[String]
// Output: A dataframe [var1, rel, var2,...], for T_mn: Dataframe
def generate_T_mn_dataframe_pipline(T_mn_Query_List : Seq[String]): DataFrame = {
// ref: https://stackoverflow.com/a/37612978
val dfs = T_mn_Query_List.map(query => graph.find(query))
val result_df = dfs.reduce(_ unionByName _).distinct
return result_df
}
// It is not applicable to use a loopy pass to union subgraph from different query: Spark have to define the column name before a loopy union, making such solution not feasible for random length of per query length
// val T_mn_Df = spark.emptyDataFrame
// for( x <- T_mn_Query_List ){
// // Union the query output with previous/empty dataframe
// // Union removes duplication, see: https://stackoverflow.com/questions/52494653/union-does-not-remove-duplicate-rows-in-spark-data-frame
// T_mn_Df.unionByName(graph.find(x), true);
// }
// BTW, This is suprisingly slow
// if (graph.find(x).isEmpty){
// println("Query get no result,: ", x)
// }
import org.apache.spark.sql.DataFrame
T_32_Query_List: Seq[String] = List((a)-[r1]->(b); (b)-[r2]->(c), (b)-[r1]->(a); (b)-[r2]->(c), (b)-[r1]->(a); (c)-[r2]->(a))
generate_T_mn_dataframe_pipline: (T_mn_Query_List: Seq[String])org.apache.spark.sql.DataFrame
val fruits = List(
"apple",
"orange",
"melon"
)
val df_test = fruits
.map(x => ("aaa", "bbb", x)).toDF("aCol", "bCol", "name")
val df_seq = Seq(df_test,df_test,df_test)
val reduced_df = df_seq.reduce(_ unionByName _)
fruits: List[String] = List(apple, orange, melon)
df_test: org.apache.spark.sql.DataFrame = [aCol: string, bCol: string ... 1 more field]
df_seq: Seq[org.apache.spark.sql.DataFrame] = List([aCol: string, bCol: string ... 1 more field], [aCol: string, bCol: string ... 1 more field], [aCol: string, bCol: string ... 1 more field])
display(reduced_df)
| aCol | bCol | name |
|---|---|---|
| aaa | bbb | apple |
| aaa | bbb | orange |
| aaa | bbb | melon |
| aaa | bbb | apple |
| aaa | bbb | orange |
| aaa | bbb | melon |
| aaa | bbb | apple |
| aaa | bbb | orange |
| aaa | bbb | melon |
val dock = generate_T_mn_dataframe_pipline (T_32_Query_List)
display(dock)
val test = spark.emptyDataFrame
val test = test.unionByName(graph.find("(a)-[r1]->(b); (b)-[r2]->(c)"), true);
Algorithms
Here we give the functions for motif finding and visualization.
// test
Analysis
Here we give quantatitive analysis based on motif finding results and visualize important information.
./02_load_data
import spark.implicits._
import org.graphframes._
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
df1: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
entdescdf: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
import spark.implicits._
mergedDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
list: List[String] = List(src, rel, dst, srcentid, srclabel)
mergedDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
mergedDf2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
list2: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel)
mergedDF2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
rel_name_df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list3: List[String] = List(relid, label, description)
relnamedf: org.apache.spark.sql.DataFrame = [relid: string, label: string ... 1 more field]
finalDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 7 more fields]
list4: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel, relid, rellabel)
finalDF: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
edgesDF_: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
list5: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
graph.edges.show()
+--------------------+--------------------+------+
| src| rel| dst|
+--------------------+--------------------+------+
| Dorchester|located in the ad...|Boston|
| Charles B. Cory| place of birth|Boston|
| Charlie Holmes| place of birth|Boston|
| Christopher Wool| place of birth|Boston|
| Leonora Bilger| place of birth|Boston|
| Danny Draven| place of birth|Boston|
| David Evans| place of birth|Boston|
| Kiara Muhammad| place of birth|Boston|
| Q11884045| place of birth|Boston|
| The Surgeon| narrative location|Boston|
|Prince Sadruddin ...| place of death|Boston|
| Markus Fritsch| work location|Boston|
| Dyer Lum| place of death|Boston|
| Joseph Hall| place of death|Boston|
|Samuel Parkman Tu...| place of birth|Boston|
| Elbridge Ross| place of birth|Boston|
| Polly Palfrey| place of birth|Boston|
| Harry L. Shapiro| place of birth|Boston|
| William Moore| place of birth|Boston|
|George Richardson...| place of birth|Boston|
+--------------------+--------------------+------+
only showing top 20 rows
In our method, we want to investigate the closest entities and determine how close some entities are to others.
To do this, we create vectors based on the personalized pagerank to some random nodes. The method is as follows.
- Pick 100 random "anchors" in the graph. These will be nodes chosen at random, which shall together represent "coordinates" or positions in the graph.
- For each anchor, we run personalized pagerank, and get a personalized pagerank score for every node. This gives a view of the distance between each anchor and every node. This method therefore generates a score.
import org.apache.spark.sql.functions.rand
val n_anchors = 100
val anchors = graph.vertices.orderBy(rand()).limit(n_anchors)
import org.apache.spark.sql.functions.rand
n_anchors: Int = 100
anchors: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [id: string]
val results = graph.parallelPersonalizedPageRank.resetProbability(0.15).maxIter(10).sourceIds(anchors.select("id").collect.map(_.getString(0))).run()
results: org.graphframes.GraphFrame = GraphFrame(v:[id: string, pageranks: vector], e:[src: string, dst: string ... 2 more fields])
display(results)
display(results.vertices)
Start by importing neccesary packages
./02_load_data
import spark.implicits._
import org.graphframes._
df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
import scala.util.Random
import org.apache.spark.sql._
import org.apache.spark.sql.functions._
import org.graphframes._
val SEED = 42
import scala.util.Random
import org.apache.spark.sql._
import org.apache.spark.sql.functions._
import org.graphframes._
SEED: Int = 42
df1: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
entdescdf: org.apache.spark.sql.DataFrame = [entid: string, label: string ... 1 more field]
import spark.implicits._
mergedDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
list: List[String] = List(src, rel, dst, srcentid, srclabel)
mergedDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 3 more fields]
mergedDf2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
list2: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel)
mergedDF2: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 5 more fields]
rel_name_df: org.apache.spark.sql.DataFrame = [_c0: string, _c1: string ... 1 more field]
list3: List[String] = List(relid, label, description)
relnamedf: org.apache.spark.sql.DataFrame = [relid: string, label: string ... 1 more field]
finalDf: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 7 more fields]
list4: List[String] = List(src, rel, dst, srcentid, srclabel, dstentid, dstlabel, relid, rellabel)
finalDF: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
edgesDF_: org.apache.spark.sql.DataFrame = [srclabel: string, rellabel: string ... 1 more field]
list5: List[String] = List(src, rel, dst)
edgesDF: org.apache.spark.sql.DataFrame = [src: string, rel: string ... 1 more field]
verticesDf: org.apache.spark.sql.DataFrame = [id: string]
graph: org.graphframes.GraphFrame = GraphFrame(v:[id: string], e:[src: string, dst: string ... 1 more field])
Create a random graph to have something to play around with
graph.edges.show()
+--------------------+--------------------+------+
| src| rel| dst|
+--------------------+--------------------+------+
| Dorchester|located in the ad...|Boston|
| Cariddi Nardulli| place of birth|Boston|
| Charles B. Cory| place of birth|Boston|
|Charles Francis A...| place of birth|Boston|
| Charlie Holmes| place of birth|Boston|
| Christopher Wool| place of birth|Boston|
| Leonora Bilger| place of birth|Boston|
| Danny Draven| place of birth|Boston|
| David Evans| place of birth|Boston|
| Kiara Muhammad| place of birth|Boston|
| Q11884045| place of birth|Boston|
| The Surgeon| narrative location|Boston|
|Lloyd Wheaton Bowers| place of death|Boston|
|Prince Sadruddin ...| place of death|Boston|
| Markus Fritsch| work location|Boston|
| Dyer Lum| place of death|Boston|
| Joseph Hall| place of death|Boston|
| Marian Hooper Adams| place of birth|Boston|
| James Reese Europe| place of death|Boston|
| E. J. Dionne| place of birth|Boston|
+--------------------+--------------------+------+
only showing top 20 rows
Check some basic things about our graph
val nEdges = graph.edges.count()
display(graph.edges)
| src | rel | dst |
|---|---|---|
| Dorchester | located in the administrative territorial entity | Boston |
| Cariddi Nardulli | place of birth | Boston |
| Charles B. Cory | place of birth | Boston |
| Charles Francis Adams IV | place of birth | Boston |
| Charlie Holmes | place of birth | Boston |
| Christopher Wool | place of birth | Boston |
| Leonora Bilger | place of birth | Boston |
| Danny Draven | place of birth | Boston |
| David Evans | place of birth | Boston |
| Kiara Muhammad | place of birth | Boston |
| Q11884045 | place of birth | Boston |
| The Surgeon | narrative location | Boston |
| Lloyd Wheaton Bowers | place of death | Boston |
| Prince Sadruddin Aga Khan | place of death | Boston |
| Markus Fritsch | work location | Boston |
| Dyer Lum | place of death | Boston |
| Joseph Hall | place of death | Boston |
| Marian Hooper Adams | place of birth | Boston |
| James Reese Europe | place of death | Boston |
| E. J. Dionne | place of birth | Boston |
| Looking Backward | narrative location | Boston |
| Samuel Parkman Tuckerman | place of birth | Boston |
| Elbridge Ross | place of birth | Boston |
| Ella Lola | place of birth | Boston |
| Category:Films shot in Boston | category combines topics | Boston |
| Polly Palfrey | place of birth | Boston |
| Erwin Griswold | place of death | Boston |
| Joseph Pilato | place of birth | Boston |
| Stanisław Barańczak | place of death | Boston |
| John Patrick Higgins | place of birth | Boston |
| John Patrick Higgins | place of death | Boston |
| John Schuck | place of birth | Boston |
| Richard Herd | place of birth | Boston |
| Harry L. Shapiro | place of birth | Boston |
| Francis Condon | place of death | Boston |
| Mark O'Brien | place of birth | Boston |
| Fred F. Sears | place of birth | Boston |
| William Moore | place of birth | Boston |
| Willard MacGregor | place of birth | Boston |
| George Richardson Proctor | place of birth | Boston |
| George V. Brown | place of birth | Boston |
| Hermann Hoerlin | place of death | Boston |
| John Parker Boyd | place of death | Boston |
| Iron Lore Entertainment | headquarters location | Boston |
| Gisele Bündchen | residence | Boston |
| The Handmaid's Tale | narrative location | Boston |
| Boston subway system | located in the administrative territorial entity | Boston |
| Mark Andrew Green | place of birth | Boston |
| Edwin May | place of birth | Boston |
| John Campbell | place of death | Boston |
| Mikloš Schwalb | place of death | Boston |
| Caroline Coolidge Cushman Ticknor | place of birth | Boston |
| Manhattan Transfer | place of publication | Boston |
| Winston L. Prouty | place of death | Boston |
| James Henigan | place of birth | Boston |
| James A. Gallivan | place of birth | Boston |
| James T. Bates | place of birth | Boston |
| Thomas Barbour | place of death | Boston |
| Jerry Gray | place of birth | Boston |
| John A. Keliher | place of birth | Boston |
| John A. Keliher | place of death | Boston |
| Karl Gerhardt | place of birth | Boston |
| John Locke | place of death | Boston |
| John W. Candler | place of birth | Boston |
| Samuel Sewall | place of birth | Boston |
| Karl Viëtor | place of death | Boston |
| Billy Yule | place of birth | Boston |
| Lev Shvarts | residence | Boston |
| Tony Gaffney | place of birth | Boston |
| A Recommendation of Inoculation: According to Baron Dimsdale's Method | place of publication | Boston |
| J. Gill | located in the administrative territorial entity | Boston |
| An Appeal in Favor of that Class of Americans Called Africans | place of publication | Boston |
| Jared Diamond | place of birth | Boston |
| Leslie H. Martinson | place of birth | Boston |
| Philip Hale | place of death | Boston |
| Richard E. Byrd | place of death | Boston |
| Samuel Adams | place of death | Boston |
| Samuel Adams | place of birth | Boston |
| Richard France | place of birth | Boston |
| Roger Hale Sheaffe | place of birth | Boston |
| Royall Tyler | place of birth | Boston |
| William Fly | place of death | Boston |
| William Farnum | place of birth | Boston |
| Patricia Cornwell | work location | Boston |
| Mary Dyer | place of death | Boston |
| Madeline Kahn | place of birth | Boston |
| William Barton Rogers | place of death | Boston |
| Stephen A. Emery | place of death | Boston |
| Sekondi-Takoradi | twinned administrative body | Boston |
| Priscilla Morrill | place of birth | Boston |
| Harriet Quimby | place of death | Boston |
| Watermelon Slim | place of birth | Boston |
| Frank Robbins | place of birth | Boston |
| Q257073 | located in the administrative territorial entity | Boston |
| William Sowden Sims | place of death | Boston |
| Judith Merril | place of birth | Boston |
| Walter Powers | place of birth | Boston |
| Williamina Fleming | place of death | Boston |
| Angelina Weld Grimké | place of birth | Boston |
| Oneohtrix Point Never | place of birth | Boston |
| Myles Kennedy | place of birth | Boston |
| James Cutler Dunn Parker | place of birth | Boston |
| Bill Wilson | place of birth | Boston |
| George Adams Leland | place of death | Boston |
| George Adams Leland | place of birth | Boston |
| James Taylor | place of birth | Boston |
| Anatoly Zhabotinsky | place of death | Boston |
| Jude | place of birth | Boston |
| William Mason | place of birth | Boston |
| Liam Waite | place of birth | Boston |
| Francis Amasa Walker | place of birth | Boston |
| Francis Amasa Walker | place of death | Boston |
| James Hewitt | place of death | Boston |
| Dennis Miller Bunker | place of death | Boston |
| Loïs Mailou Jones | place of birth | Boston |
| Mickey Roach | place of birth | Boston |
| Theodore Sedgwick | place of death | Boston |
| Morton Prince | place of death | Boston |
| Morton Prince | place of birth | Boston |
| Dorothy Iannone | place of birth | Boston |
| Jonathan Sass | work location | Boston |
| Dave Lambert | place of birth | Boston |
| Maxime Bôcher | place of birth | Boston |
| Roland Hayes | place of death | Boston |
| Sarah Sze | place of birth | Boston |
| George Patton IV | place of birth | Boston |
| Tara VanDerveer | place of birth | Boston |
| Oliver Wendell Holmes | place of birth | Boston |
| Josiah Quincy II | place of birth | Boston |
| Greg Johnston | place of birth | Boston |
| Cotton Mather | place of death | Boston |
| Cotton Mather | place of birth | Boston |
| James Crafts | place of birth | Boston |
| Jack Nance | place of birth | Boston |
| Thomas William Parsons | place of birth | Boston |
| Francis Boott | place of birth | Boston |
| Gilbert Stuart | place of death | Boston |
| Lev Lazarevitsj Goldin | place of death | Boston |
| Haifa | twinned administrative body | Boston |
| Leonard Craske | place of death | Boston |
| Joseph R. Levenson | place of birth | Boston |
| Barbara Mullen | place of birth | Boston |
| George Goldthwaite | place of birth | Boston |
| Q4340904 | place of birth | Boston |
| Henry Gardner | place of birth | Boston |
| Damon Santostefano | place of birth | Boston |
| Robert F. Bradford | place of birth | Boston |
| Robert F. Bradford | place of death | Boston |
| Charles F. Hurley | place of death | Boston |
| James Remar | place of birth | Boston |
| Solomon Trestin | place of death | Boston |
| Sarah Kemble Knight | place of birth | Boston |
| James Thomas Fields | place of death | Boston |
| Henry Oliver Hansen | place of birth | Boston |
| Lucy Stone | place of death | Boston |
| Chris Nilan | place of birth | Boston |
| Peter Guralnick | place of birth | Boston |
| Caroline Zhang | place of birth | Boston |
| Cell | narrative location | Boston |
| Alexander Hill Everett | place of birth | Boston |
| Alfred Browning Parker | place of birth | Boston |
| Mason Hammond | place of birth | Boston |
| Amy Farrington | place of birth | Boston |
| Ann Smith Franklin | place of birth | Boston |
| Anthony J. Carson | place of birth | Boston |
| Anthony J. Carson | place of death | Boston |
| Anthony T. Shtogren | place of birth | Boston |
| Benjamin Arthur Quarles | place of birth | Boston |
| Benjamin Byron Davis | place of birth | Boston |
| Bill Gillis | place of birth | Boston |
| Billie Lawless | place of birth | Boston |
| Museum of Fine Arts Boston | located in the administrative territorial entity | Boston |
| Faneuil Hall | located in the administrative territorial entity | Boston |
| Blanche Ring | place of birth | Boston |
| Bradford Hill | place of birth | Boston |
| Brian Christie | place of birth | Boston |
| Cameron McRae Winslow | place of death | Boston |
| Carl Alpert | place of birth | Boston |
| Carl Greenberg | place of birth | Boston |
| Carlos Castillo | place of birth | Boston |
| Maribel Owen | place of birth | Boston |
| Connie Martinson | place of birth | Boston |
| Courtney Fathom Sell | place of birth | Boston |
| George Bonhag | place of birth | Boston |
| David B. Cohen | place of birth | Boston |
| Wendell Phillips | place of death | Boston |
| Wendell Phillips | place of birth | Boston |
| David Lindsay-Abaire | place of birth | Boston |
| Rachel Bissex | place of birth | Boston |
| Edward H. Gibson | place of birth | Boston |
| Edward Lawrence Logan | place of death | Boston |
| Eliza Lee Cabot Follen | place of birth | Boston |
| Elliot Koffman | place of birth | Boston |
| Erastus Brigham Bigelow | place of death | Boston |
| Fannie Hillsmith | place of birth | Boston |
| Frederick T. Moore, Jr. | place of birth | Boston |
| Nathan Appleton | place of death | Boston |
| Gene Lavanchy | place of birth | Boston |
| Geoffrey Sayre-McCord | place of birth | Boston |
| George D. Nye | place of death | Boston |
| George Ferguson | place of birth | Boston |
| George Willis | place of birth | Boston |
| Henry N. Cobb | place of birth | Boston |
| Henry Percival Dodge | place of birth | Boston |
| Henry Simmons Frieze | place of birth | Boston |
| Antoine Joseph Jobin | place of birth | Boston |
| Howard Bryant | place of birth | Boston |
| Tom Barrasso | place of birth | Boston |
| Jack Concannon | place of birth | Boston |
| Jack Germond | place of birth | Boston |
| James G. Carr | place of birth | Boston |
| John Ancrum Winslow | place of death | Boston |
| John C. Cremony | place of birth | Boston |
| John F. Kelly | place of birth | Boston |
| John Henning | place of death | Boston |
| John Howard | residence | Boston |
| John Howard | place of birth | Boston |
| John R. Tunis | place of birth | Boston |
| John Weiss | place of birth | Boston |
| Jonathan Jackson | place of birth | Boston |
| Jonathan Jackson | place of death | Boston |
| Joseph Francis Scott | place of birth | Boston |
| Joseph W. Revere | place of birth | Boston |
| Kahlil Gibran | place of birth | Boston |
| Kahlil Gibran | place of death | Boston |
| Helen Johns | place of birth | Boston |
| Laura Poitras | place of birth | Boston |
| Lauren Elliott | place of birth | Boston |
| Liam Madden | place of birth | Boston |
| Elisha Collier | place of birth | Boston |
| Elisha Collier | place of death | Boston |
| Christian Wolff | work location | Boston |
| Q6627105 | place of death | Boston |
| Lois Ayres | place of birth | Boston |
| Louise Brigham | place of birth | Boston |
| Marie Cosindas | place of birth | Boston |
| Mary Ann Vincent | place of death | Boston |
| Mather Byles | place of birth | Boston |
| Matt the Knife | place of birth | Boston |
| Maud Wood Park | place of birth | Boston |
| Paul-Henri Campbell | place of birth | Boston |
| Michael Gould | place of birth | Boston |
| Richard N. Frye | place of death | Boston |
| Suki Schorer | place of birth | Boston |
| Samantha Runnion | place of birth | Boston |
| Nathaniel Taylor | place of birth | Boston |
| Barry Newman | place of birth | Boston |
| Ben Bradlee | place of birth | Boston |
| William M. Evarts | place of birth | Boston |
| Arthur Fiedler | place of birth | Boston |
| Owlchemy Labs | located in the administrative territorial entity | Boston |
| Peter Bent Brigham | place of death | Boston |
| Peter E. Costello | place of birth | Boston |
| Coma | narrative location | Boston |
| Rebecca Housel | place of birth | Boston |
| Roland Merullo | place of birth | Boston |
| Roland Winters | place of birth | Boston |
| Gregory Maguire | work location | Boston |
| Samantha Logan | place of birth | Boston |
| Samuel M. Pook | place of birth | Boston |
| Samuel Schafler | place of death | Boston |
| Sidney Topol | place of birth | Boston |
| Small Vices | narrative location | Boston |
| Stephen Dunham | place of birth | Boston |
| Q761940 | place of death | Boston |
| William Healey Dall | place of birth | Boston |
| Thomas H. Dunham | place of birth | Boston |
| Thomas Harcourt | place of birth | Boston |
| Thomas Kilby Smith | place of birth | Boston |
| Arthur Casagrande | place of death | Boston |
| Hanns Sachs | place of death | Boston |
| Vincent Dethier | place of birth | Boston |
| Walter R. Mansfield | place of birth | Boston |
| William Bradford Turner | place of birth | Boston |
| William H. Blanchard | place of birth | Boston |
| William S. Bennet II | place of death | Boston |
| Charles A. Dinarello | place of birth | Boston |
| John Lewis Bates | place of death | Boston |
| Brian Duffy | place of birth | Boston |
| Harry Dexter White | place of birth | Boston |
| George von Lengerke Meyer | place of birth | Boston |
| George von Lengerke Meyer | place of death | Boston |
| Richard M. Karp | place of birth | Boston |
| John McCarthy | place of birth | Boston |
| Eugene O'Neill | place of death | Boston |
| Ezio Levi | place of death | Boston |
| John Bardeen | place of death | Boston |
| Jeffrey Davidow | place of birth | Boston |
| John Michael Higgins | place of birth | Boston |
| Gregory Deyermenjian | place of birth | Boston |
| Samuel Eliot Morison | place of birth | Boston |
| Samuel Eliot Morison | place of death | Boston |
| Edward Franklin Bland | place of death | Boston |
| Burton Pike | place of birth | Boston |
| Moonlight Mile | narrative location | Boston |
| Charles Bulfinch | place of death | Boston |
| Charles Bulfinch | place of birth | Boston |
| Charles Chadwick | place of death | Boston |
| Chuckie Taylor | place of birth | Boston |
| Ali Reza Pahlavi | place of death | Boston |
| Christopher Rojik | place of birth | Boston |
| Clifton R. Wharton, Jr. | place of birth | Boston |
| Boston Marathon bombings | located in the administrative territorial entity | Boston |
| Eddie Edwards | place of birth | Boston |
| Milt Raskin | place of birth | Boston |
| Donald Howard Menzel | place of death | Boston |
| Norman Corwin | place of birth | Boston |
| Patrick Ewing, Jr. | place of birth | Boston |
| Edith Fellows | place of birth | Boston |
| Peter Plympton Smith | place of birth | Boston |
| James Pierpont | place of birth | Boston |
| Serge Chaloff | place of birth | Boston |
| Serge Chaloff | place of death | Boston |
| Mianne Palfrey | place of birth | Boston |
| Carol Beckwith | place of birth | Boston |
| Jill Tasker | place of birth | Boston |
| Harriet Hallowell | place of birth | Boston |
| James Lee Peters | place of birth | Boston |
| Ronald Ludington | place of birth | Boston |
| Hugh S. Legaré | place of death | Boston |
| Richard Whitney | place of birth | Boston |
| Solomon Morris Kupchan | place of death | Boston |
| Henry E. Dixey | place of birth | Boston |
| John Smith | place of birth | Boston |
| John Rennie | place of birth | Boston |
| James Porter | place of death | Boston |
| Gerry Connolly | place of birth | Boston |
| Hugo Rossi | place of birth | Boston |
| Giles Melville Tod | place of birth | Boston |
| Godfrey Lowell Cabot | place of death | Boston |
| Godfrey Lowell Cabot | place of birth | Boston |
| Timothy Davis | place of death | Boston |
| Thomas Gamaliel Bradford | place of birth | Boston |
| Henry Pickering Bowditch | place of death | Boston |
| Henry Pickering Bowditch | place of birth | Boston |
| George C. Homans | place of birth | Boston |
| Frank Scannell | place of birth | Boston |
| Madeleine M. Joullié | residence | Boston |
| Joanne Simpson | place of birth | Boston |
| John Henry Willcox | place of death | Boston |
| John Oliver Hobbes | place of birth | Boston |
| Joseph Kekuku | place of death | Boston |
| Joseph P. Hoar | place of birth | Boston |
| Joseph T. O'Callahan | place of birth | Boston |
| Busty Heart | place of birth | Boston |
| Brian J. White | place of birth | Boston |
| Kenneth Jewett | place of death | Boston |
| Lawrence Berk | place of birth | Boston |
| Margaret Deland | place of death | Boston |
| Max Bondy | place of death | Boston |
| Alexander Hall | place of birth | Boston |
| Baruch Marzel | place of birth | Boston |
| William McGregor Paxton | place of death | Boston |
| Peleg Coffin, Jr. | place of death | Boston |
| Peleg Sprague | place of death | Boston |
| Peter A. Garland | place of birth | Boston |
| Tabitha St. Germain | place of birth | Boston |
| Allan H. Meltzer | place of birth | Boston |
| Felix Wolfes | place of death | Boston |
| William P. Murphy Jr. | place of birth | Boston |
| Geraldine Ferraro | place of death | Boston |
| Harry Crosby | place of birth | Boston |
| Susan Bottomly | place of birth | Boston |
| Anne Dudek | place of birth | Boston |
| Stephin Merritt | place of birth | Boston |
| Edith Nourse Rogers | place of death | Boston |
| Thomas D. Eliot | place of birth | Boston |
| Vincent Connare | place of birth | Boston |
| Paul Stanton | place of birth | Boston |
| West End | located in the administrative territorial entity | Boston |
| William Francis Murray | place of death | Boston |
| William Francis Murray | place of birth | Boston |
| William Gordon | place of birth | Boston |
| William Gordon | place of death | Boston |
| Al Vega | place of death | Boston |
| Albert Smith | place of death | Boston |
| Eric Francis MacKenzie | place of birth | Boston |
| June Anderson | place of birth | Boston |
| William Dawes | place of birth | Boston |
| Margaret Ruthven Lang | place of death | Boston |
| Margaret Ruthven Lang | place of birth | Boston |
| Joseph Gaudentius Anderson | place of birth | Boston |
| Susan Tedeschi | place of birth | Boston |
| Michael McDowell | place of death | Boston |
| Benjamin Hallowell Carew | place of birth | Boston |
| Jack Levine | place of birth | Boston |
| Donald Schön | place of birth | Boston |
| Dorothy Loudon | place of birth | Boston |
| Frank Craven | place of birth | Boston |
| Jack Burns | place of birth | Boston |
| Manny Delcarmen | place of birth | Boston |
| Johnny Curtis | place of birth | Boston |
| Joseph Abboud | place of birth | Boston |
| Joseph W. Smiley | place of birth | Boston |
| John Pitcairn | place of death | Boston |
| Eugene Braunwald | work location | Boston |
| Joseph Grew | place of birth | Boston |
| Ralph Barton Perry | place of death | Boston |
| Henry-Russell Hitchcock | place of birth | Boston |
| Richard Murphy | place of birth | Boston |
| Seán McKiernan | place of birth | Boston |
| Darren Turcotte | place of birth | Boston |
| Ted Donato | place of birth | Boston |
| Virginia Slims of Boston | located in the administrative territorial entity | Boston |
| Steven Van Zandt | place of birth | Boston |
| Vaughn Taylor | place of birth | Boston |
| Eugene Fama | place of birth | Boston |
| Ruby Braff | place of birth | Boston |
| Jane Cowl | place of birth | Boston |
| Elliott H. Lieb | place of birth | Boston |
| Fran Sheehan | place of birth | Boston |
| Edwin Percy Whipple | place of death | Boston |
| The Gospel According to Larry | narrative location | Boston |
| John Cunniff | place of birth | Boston |
| Nicholas Christofilos | place of birth | Boston |
| Thomas R. DiBenedetto | place of birth | Boston |
| Brenda Frazier | place of death | Boston |
| Jonas Wood | place of birth | Boston |
| Peter McNeeley | place of birth | Boston |
| Henry Jacob Bigelow | place of birth | Boston |
| Henry Jacob Bigelow | work location | Boston |
| Feliks Roziner | place of death | Boston |
| Eugene Foss | place of death | Boston |
| Alvan Tufts Fuller | place of death | Boston |
| Alvan Tufts Fuller | place of birth | Boston |
| Paul Andrew Dever | place of death | Boston |
| Paul Andrew Dever | place of birth | Boston |
| Roger Wolcott | place of death | Boston |
| Roger Wolcott | place of birth | Boston |
| Jane Toppan | place of birth | Boston |
| Jasmine Guy | place of birth | Boston |
| Alvin Langdon Coburn | place of birth | Boston |
| Ari Graynor | place of birth | Boston |
| William M. Butler | place of death | Boston |
| Joseph Francis Maguire | place of birth | Boston |
| Abby May | place of birth | Boston |
| Madeline Miller | place of birth | Boston |
| Albert Bushnell Hart | place of death | Boston |
| Angeliki Laiou | place of death | Boston |
| Anne Nagel | place of birth | Boston |
| Ant | place of birth | Boston |
| Arthur L. Andrews | place of birth | Boston |
| Benny Rubin | place of birth | Boston |
| Billy Porter | place of birth | Boston |
| Michael Bivins | place of birth | Boston |
| Julius Adams Stratton | place of death | Boston |
| Sonny Stitt | place of birth | Boston |
| Andrew Bujalski | place of birth | Boston |
| Ceremony | narrative location | Boston |
| Christopher G. Kennedy | place of birth | Boston |
| Cogan's Trade | narrative location | Boston |
| Colonial Air Transport | headquarters location | Boston |
| Anne Twomey | place of birth | Boston |
| Benjamin Apthorp Gould | place of birth | Boston |
| Daniel Warner | place of birth | Boston |
| Deborah Martin | place of birth | Boston |
| Dick Elliott | place of birth | Boston |
| Dodge Morgan | place of death | Boston |
| Donald Foley | place of birth | Boston |
| Eddie Hurley | place of death | Boston |
| Jan Miner | place of birth | Boston |
| Edward Brodney | place of birth | Boston |
| Elizabeth Brater | place of birth | Boston |
| Ellen Hinsey | place of birth | Boston |
| Erastus Corning 2nd | place of death | Boston |
| Eric Loren | place of birth | Boston |
| Ethan Vogt | place of birth | Boston |
| Fanny Ronalds | place of birth | Boston |
| Fannie Farmer | place of birth | Boston |
| Fannie Farmer | place of death | Boston |
| Franklin S. Nickerson | place of death | Boston |
| Alexandre Rockwell | place of birth | Boston |
| William Steig | place of death | Boston |
| Gaston Bell | place of birth | Boston |
| Gennaro Angiulo | place of death | Boston |
| Daniel Goldhagen | place of birth | Boston |
| George Robert Twelves Hewes | place of birth | Boston |
| Artur Rodziński | place of death | Boston |
| Whitey Bulger | place of birth | Boston |
| Grace Paine Terzian | place of birth | Boston |
| Harriet Nevins | place of birth | Boston |
| Raymond Griffith | place of birth | Boston |
| Hosea Ballou | place of death | Boston |
| Walter Gropius | place of death | Boston |
| Theodore Robert Dudley | place of birth | Boston |
| Jeffrey Lurie | place of birth | Boston |
| Jimmy Brogan | place of birth | Boston |
| Joe Hinton | place of death | Boston |
| John Brooks Wheelwright | place of death | Boston |
| John Elliott Cowdin | place of birth | Boston |
| John Quincy Adams II | place of birth | Boston |
| John Sullivan Dwight | place of birth | Boston |
| Joseph Francis | place of birth | Boston |
| Josephine St. Pierre Ruffin | place of birth | Boston |
| Josephine St. Pierre Ruffin | place of death | Boston |
| Joshua Loring | place of birth | Boston |
| Archibald MacLeish | place of death | Boston |
| Samuel Sewall | place of death | Boston |
| Kempster Blanchard Miller | place of birth | Boston |
| Kevin White | place of birth | Boston |
| Kevin White | place of death | Boston |
| Khari Wynn | place of birth | Boston |
| Leon Adams | place of birth | Boston |
| Samuel Turell Armstrong | place of death | Boston |
| Lou Breslow | place of birth | Boston |
| Lucia Fairchild Fuller | place of birth | Boston |
| Maud Howe Elliott | place of birth | Boston |
| Richard Fletcher | place of death | Boston |
| Miles Browning | place of death | Boston |
| Muriel Rahn | place of birth | Boston |
| Nancy Glass | place of birth | Boston |
| Nathaniel Jeremiah Bradlee | place of birth | Boston |
| Don Costa | place of birth | Boston |
| Roger Manvell | place of death | Boston |
| Richard Olney | place of death | Boston |
| Oliver O'Brien | place of birth | Boston |
| Arthur Messinger Comey | place of birth | Boston |
| Paris Themmen | place of birth | Boston |
| Paul M. English | place of birth | Boston |
| Alexander Mackendrick | place of birth | Boston |
| Alan Dawson | place of death | Boston |
| William Fogg Osgood | place of birth | Boston |
| Albert-László Barabási | work location | Boston |
| Richard Bellingham | place of death | Boston |
| Russ Bixler | place of birth | Boston |
| Junior Raglin | place of death | Boston |
| Carolyn Bertozzi | place of birth | Boston |
| Stephanie Braxton | place of birth | Boston |
| Stephen Ratcliffe | place of birth | Boston |
| The Astonishing Life of Octavian Nothing, Traitor to the Nation, Volume I: The Pox Party | narrative location | Boston |
| Angelo Mercurio | place of birth | Boston |
| The Last Hurrah | narrative location | Boston |
| Paul Rosenstein-Rodan | place of death | Boston |
| Vail Bloom | place of birth | Boston |
| Norman Levinson | place of death | Boston |
| William Starling Burgess | place of birth | Boston |
| Belly | location of formation | Boston |
| Anthony Quinn | place of death | Boston |
| Christopher Gore | place of birth | Boston |
| Leonard Wood | place of death | Boston |
| James Bowdoin | place of birth | Boston |
| James Bowdoin | place of death | Boston |
| Brighton | located in the administrative territorial entity | Boston |
| Category:Deaths in Boston, Lincolnshire | category combines topics | Boston |
| Jon Kleinberg | place of birth | Boston |
| Michalis Dertouzos | place of death | Boston |
| Thomas Bulfinch | place of death | Boston |
| John Holt | place of death | Boston |
| John Francis Fitzgerald | place of birth | Boston |
| John Francis Fitzgerald | place of death | Boston |
| Sumner Byron Myers | place of birth | Boston |
| Hyde Park | located in the administrative territorial entity | Boston |
| Caleb Blood Smith | place of birth | Boston |
| Alfred Hauptmann | place of death | Boston |
| Charles William Eliot | place of birth | Boston |
| David Louis Band | place of birth | Boston |
| David Walton | place of birth | Boston |
| Horace Mann Junior | place of birth | Boston |
| Susan Paul | place of birth | Boston |
| Susan Paul | place of death | Boston |
| David Gilbarg | place of birth | Boston |
| John Boyle O'Reilly | place of death | Boston |
| Hugh Parker Guiler | place of birth | Boston |
| Kenneth W. Dam | place of birth | Boston |
| James Seanor | place of birth | Boston |
| Aerosmith | location of formation | Boston |
| Michael Joseph McEttrick | place of death | Boston |
| Eduardo Catalano | place of death | Boston |
| Emanuel Ondříček | place of death | Boston |
| Tristram Dalton | place of death | Boston |
| Leonardo Ciampa | place of birth | Boston |
| Nat Hentoff | place of birth | Boston |
| Samuel Wendell Williston | place of birth | Boston |
| George Ticknor | place of birth | Boston |
| Turk Van Lake | place of birth | Boston |
| Frank Morey | place of birth | Boston |
| Robert F. McDermott | place of birth | Boston |
| Sherman Miles | place of death | Boston |
| Uzo Aduba | place of birth | Boston |
| James Abercrombie | place of death | Boston |
| George Holden Tinkham | place of birth | Boston |
| Derek B. Miller | place of birth | Boston |
| Nerine Kidd | place of birth | Boston |
| Shearjashub Bourne | place of death | Boston |
| Lucy Toulmin Smith | place of birth | Boston |
| Kenza Tazi | place of birth | Boston |
| Henry Vaughan | place of death | Boston |
| Leonard Nimoy | place of birth | Boston |
| Richard Hodgson | place of death | Boston |
| Q16580475 | place of birth | Boston |
| Charles Pomeroy Parker | place of birth | Boston |
| Chin Feng | place of death | Boston |
| Christiana Carteaux Bannister | residence | Boston |
| John Neagle | place of birth | Boston |
| Joseph Henry O'Neil | place of death | Boston |
| Harry Beal Torrey | place of birth | Boston |
| William Thompson Sedgwick | place of death | Boston |
| John Paine | place of birth | Boston |
| Proctor L. Dougherty | place of birth | Boston |
| Larry Goldings | place of birth | Boston |
| Lillie P. Bliss | place of birth | Boston |
| Amos Clark, Jr. | place of death | Boston |
| Charles Green Bush | place of birth | Boston |
| Taipei | twinned administrative body | Boston |
| John E. Rexine | place of birth | Boston |
| Thomas Hutchinson | place of birth | Boston |
| Tip O'Neill | place of death | Boston |
| Richard Bowditch Wigglesworth | place of death | Boston |
| Richard Bowditch Wigglesworth | place of birth | Boston |
| Emily Greene Balch | place of birth | Boston |
| Robert Alfred Theobald | place of death | Boston |
| Robert Semple | place of birth | Boston |
| Roslindale | located in the administrative territorial entity | Boston |
| Walter Gilbert | place of birth | Boston |
| John G. Palfrey | place of birth | Boston |
| Tom Jennings | place of birth | Boston |
| A Drink Before the War | narrative location | Boston |
| Robert Wahlberg | place of birth | Boston |
| Susan Delano McKelvey | place of death | Boston |
| Charles Sweeney | place of death | Boston |
| Pauline Whittier | place of birth | Boston |
| William S. McNary | place of death | Boston |
| Alfred Charles Hobbs | place of birth | Boston |
| Carolina Barco | place of birth | Boston |
| Lauren Koslow | place of birth | Boston |
| Yehuda Krinsky | place of birth | Boston |
| Lillian Roth | place of birth | Boston |
| Robert Morss Lovett | place of birth | Boston |
| Tracy Bonham | place of birth | Boston |
| Christopher Edley, Jr. | place of birth | Boston |
| Edward M. Kennedy Jr. | place of birth | Boston |
| Abbott Handerson Thayer | place of birth | Boston |
| Abbott Lawrence | place of death | Boston |
| Bobby Brown | place of birth | Boston |
| Donnie Wahlberg | place of birth | Boston |
| Misha Collins | place of birth | Boston |
| John Quelch | place of death | Boston |
| Sheldon Adelson | place of birth | Boston |
| Albert Sauveur | place of death | Boston |
| Matthew Sullivan | place of birth | Boston |
| Tyler Faith | place of birth | Boston |
| Quincy Shaw | place of birth | Boston |
| Dick Dale | place of birth | Boston |
| Predator | narrative location | Boston |
| Thurston Hall | place of birth | Boston |
| Zodiac | narrative location | Boston |
| Babe Paley | place of birth | Boston |
| Barry Goudreau | place of birth | Boston |
| Isador Coriat | place of death | Boston |
| William Troy | place of birth | Boston |
| Charles Henry Turner | place of death | Boston |
| Douglas Tybor Durig | place of birth | Boston |
| Arthur Blake | place of death | Boston |
| Arthur Blake | place of birth | Boston |
| John William McCormack | place of birth | Boston |
| Alex Grasshoff | place of birth | Boston |
| Q3796516 | place of death | Boston |
| Jennifer Jostyn | place of birth | Boston |
| William C. Durant | place of birth | Boston |
| George Cabot | place of death | Boston |
| Marianne Leone Cooper | place of birth | Boston |
| Mario Grossi | place of death | Boston |
| Paul McGonagle | place of death | Boston |
| Sib Hashian | place of birth | Boston |
| Susan Minot | place of birth | Boston |
| Wayne Turner | place of birth | Boston |
| Mikhail Danilov | place of death | Boston |
| Lexi Love | place of birth | Boston |
| John M. Flynn | place of birth | Boston |
| Rita Hester | place of death | Boston |
| Charles Edward Horn | place of death | Boston |
| Q4531342 | place of death | Boston |
| Q4531342 | place of birth | Boston |
| Helena Koželuhová | place of death | Boston |
| Nathaniel Carl Goodwin | place of birth | Boston |
| Isabella Stewart Gardner | place of death | Boston |
| Washington Allston | work location | Boston |
| Michelle Thomas | place of birth | Boston |
| Richard Sears | place of death | Boston |
| Richard Sears | place of birth | Boston |
| Arlene Francis | place of birth | Boston |
| Meg Rosoff | place of birth | Boston |
| Allan Crite | place of death | Boston |
| Andras Angyal | place of death | Boston |
| Anthony Shriver | place of birth | Boston |
| Austin Edward Ford | place of birth | Boston |
| Barbara McMartin | place of birth | Boston |
| Benjamin Edes | place of death | Boston |
| Boston City Council | applies to jurisdiction | Boston |
| Andrea Robbins | place of birth | Boston |
| Lewis C. Cantley | work location | Boston |
| Carl Frederick Burke | place of death | Boston |
| Henry Marsh | place of birth | Boston |
| Harold Hitz Burton | place of birth | Boston |
| Charles Henry Davis | place of birth | Boston |
| Charles R. Codman | place of death | Boston |
| Charles R. Codman | place of birth | Boston |
| Charles Russell Lowell | place of birth | Boston |
| Charles Sawyer Russell | place of birth | Boston |
| Charles W. Bailey | place of birth | Boston |
| Chrystal Herne | place of death | Boston |
| Gretchen Merrill | place of birth | Boston |
| Crystal Bird Fauset | residence | Boston |
| Lawrence Whitney | place of death | Boston |
| Dave "Chico" Ryan | place of death | Boston |
| David Herbert Donald | place of death | Boston |
| David John Scannell | place of birth | Boston |
| David Shiner | place of birth | Boston |
| Frank Knox | place of birth | Boston |
| John Thomas | place of birth | Boston |
| Edward D. Townsend | place of birth | Boston |
| George Russell | place of death | Boston |
| Elizabeth Boott | place of birth | Boston |
| Krister Stendahl | place of death | Boston |
| Richard Rust | place of birth | Boston |
| Francis Woodman Cleaves | place of birth | Boston |
| Franklin W. Smith | place of birth | Boston |
| Arthur Berger | place of death | Boston |
| George Aiken | place of birth | Boston |
| George Eustis, Sr. | place of birth | Boston |
| F. Holland Day | place of birth | Boston |
| Alan Douglas | place of birth | Boston |
| Bill Holland | place of birth | Boston |
| Carl Mydans | place of birth | Boston |
| Richard Cushing | place of death | Boston |
| Richard Cushing | place of birth | Boston |
| Gene Wood | place of death | Boston |
| J. Carter Brown | place of death | Boston |
| William Monahan | place of birth | Boston |
| James D. Morgan | place of birth | Boston |
| Jane F. Barry | place of birth | Boston |
| Padua | twinned administrative body | Boston |
| Joe Chiccarelli | place of birth | Boston |
| John E. Kerrigan | place of death | Boston |
| Richard Armitage | place of birth | Boston |
| John Gibson | place of birth | Boston |
| John Marston | place of birth | Boston |
| John Wilson | place of death | Boston |
| Joseph Henry Beale | place of birth | Boston |
| Joseph P. Lash | place of death | Boston |
| Joshua Hall Bates | place of birth | Boston |
| Erna Lazarus | place of birth | Boston |
| Peter Abrahams | place of birth | Boston |
| Vladimir Dedijer | place of death | Boston |
| James Q. Wilson | place of death | Boston |
| Laura E. Richards | place of birth | Boston |
| Louis Jean Heydt | place of death | Boston |
| Lucianne Goldberg | place of birth | Boston |
| Man Gone Down | narrative location | Boston |
| Michelle Citron | place of birth | Boston |
| Bill Laimbeer | place of birth | Boston |
| John Amaechi | place of birth | Boston |
| Paul Coyne | place of birth | Boston |
| Percy Jewett Burrell | place of birth | Boston |
| Peter Gammons | place of birth | Boston |
| Peter Haskell | place of birth | Boston |
| Piper Kerman | place of birth | Boston |
| Frank Synott | place of death | Boston |
| Eric Griffin | place of birth | Boston |
| Rebecca Eaton | place of birth | Boston |
| Richard Saltonstall Greenough | place of birth | Boston |
| Risa Lavizzo-Mourey | residence | Boston |
| Robert Cowdin | place of death | Boston |
| Robert Rimmer | place of birth | Boston |
| Susan Butcher | place of birth | Boston |
| Samuel Gardner Drake | place of death | Boston |
| Samuel P. Spear | place of birth | Boston |
| Sara Wilford | place of birth | Boston |
| Sheanon Williams | place of birth | Boston |
| Category:Films set in Boston | category combines topics | Boston |
| Suffolk University Law School | located in the administrative territorial entity | Boston |
| Chris Cormier | place of birth | Boston |
| Augustus Peabody Gardner | place of birth | Boston |
| North End | located in the administrative territorial entity | Boston |
| The Holder of the World | narrative location | Boston |
| Therese Murray | place of birth | Boston |
| Thomas G. Kelley | place of birth | Boston |
| Thomas Savage | place of death | Boston |
| Ernst Badian | place of death | Boston |
| Wadsworth Harris | place of birth | Boston |
| Wallace Tripp | place of birth | Boston |
| William Cooper Nell | place of death | Boston |
| William Cooper Nell | place of birth | Boston |
| William Dana Orcutt | place of death | Boston |
| William J. A. Bailey | place of birth | Boston |
| Richard von Mises | place of death | Boston |
| David Ignatius Walsh | place of death | Boston |
| Borah Bergman | place of death | Boston |
| Luis T. Romero | place of death | Boston |
| Henry Gilman | place of birth | Boston |
| John Ciardi | place of birth | Boston |
| Janet Auchincloss Rutherfurd | place of death | Boston |
| Rudolph Nissen | work location | Boston |
| Charles Bass | place of birth | Boston |
| Charles J. McCarthy | place of birth | Boston |
| Charles Loring Jackson | place of birth | Boston |
| Paul Mockapetris | place of birth | Boston |
| David E. Chapman | place of death | Boston |
| David Parks | place of birth | Boston |
| De Scott Evans | place of birth | Boston |
| Eugene Roche | place of birth | Boston |
| The Bell Jar | narrative location | Boston |
| Donald Roebling | place of death | Boston |
| Norma Connolly | place of birth | Boston |
| Jeremiah O'Brien | place of death | Boston |
| Sandy Saddler | place of birth | Boston |
| East Boston | located in the administrative territorial entity | Boston |
| Eddie Collins | place of death | Boston |
| Edward Tuckerman | place of birth | Boston |
| School of the Museum of Fine Arts, Boston | located in the administrative territorial entity | Boston |
| Mario Cantone | place of birth | Boston |
| Albert Henry Munsell | place of birth | Boston |
| Albert Vincent Casey | place of birth | Boston |
| William Hooper | place of birth | Boston |
| Jaki Byard | place of death | Boston |
| Richard Mc Namara | place of birth | Boston |
| William Henry O'Connell | place of death | Boston |
| John Conness | place of death | Boston |
| Nathaniel Bowditch | place of death | Boston |
| Nicky Jam | place of birth | Boston |
| Ezekiel Bacon | place of birth | Boston |
| Fitz-John Winthrop | place of death | Boston |
| Franklin Stahl | place of birth | Boston |
| John Charles Phillips | place of birth | Boston |
| Gardiner Greene Hubbard | place of birth | Boston |
| Lew Rockwell | place of birth | Boston |
| Muriel S. Snowden | residence | Boston |
| Pietro Bachi | place of death | Boston |
| George Marion, Jr. | place of birth | Boston |
| Roman Jakobson | place of death | Boston |
| Harold Ross | place of death | Boston |
| Harrison Gray Otis | place of death | Boston |
| Harrison Gray Otis | place of birth | Boston |
| Robert Benjamin Lewis | residence | Boston |
| Herbert Gidney | place of birth | Boston |
| Samuel L. Crocker | place of death | Boston |
| Howard Johnson | place of birth | Boston |
| Benjamin Holt Ticknor | place of birth | Boston |
| Jonathan Kale | place of birth | Boston |
| Jane Colman Turell | place of birth | Boston |
| John Davenport | place of death | Boston |
| John T. Connor | place of death | Boston |
| Joseph Abraham Zilber | place of birth | Boston |
| Joseph Tuckerman | place of birth | Boston |
| Leone Lane | place of birth | Boston |
| Q17362859 | place of publication | Boston |
| Mike Coppola | place of death | Boston |
| South Boston | located in the administrative territorial entity | Boston |
| William Whiting | place of death | Boston |
| Anita Fuentes | place of birth | Boston |
| Joseph Murray | place of death | Boston |
| Miles Crowley | place of birth | Boston |
| An oration delivered April 2d, 1771, at the request of the inhabitants of the town of Boston | place of publication | Boston |
| Charles Edward Coffin | place of birth | Boston |
| William Wallace Morland | place of death | Boston |
| Pat Badger | place of birth | Boston |
| Roxbury | located in the administrative territorial entity | Boston |
| Paul X. Kelley | place of birth | Boston |
| John Marshall | place of death | Boston |
| Phoebe Atwood Taylor | place of birth | Boston |
| Phoebe Atwood Taylor | place of death | Boston |
| Alex Shibutani | place of birth | Boston |
| Willard Van Orman Quine | place of death | Boston |
| Richard Reeve Baxter | place of death | Boston |
| Mortal Fear | narrative location | Boston |
| Al B. Sure! | place of birth | Boston |
| Jennifer Coolidge | place of birth | Boston |
| Barbara Walters | place of birth | Boston |
| Gordon R. Sullivan | place of birth | Boston |
| Maggie Hassan | place of birth | Boston |
| Cid Corman | place of birth | Boston |
| Medina Dixon | place of birth | Boston |
| William Kroll | place of death | Boston |
| Frank Ross | place of birth | Boston |
| Blanchard Ryan | place of birth | Boston |
| Rosemary Kennedy | place of birth | Boston |
| William Gilson Farlow | place of birth | Boston |
| Mary Rowlandson | residence | Boston |
| Cynthia Voigt | place of birth | Boston |
| Joseph John Ruocco | place of birth | Boston |
| Marron Curtis Fort | place of birth | Boston |
| Alfred Codman | place of birth | Boston |
| Big Shug | place of birth | Boston |
| Brendan Beiser | place of birth | Boston |
| James Connolly | place of birth | Boston |
| Carlton Skinner | place of death | Boston |
| Francisco Goldman | place of birth | Boston |
| Gaston Chérau | place of death | Boston |
| William Henry Pickering | place of birth | Boston |
| Boston | twinned administrative body | Boston |
| Yousuf Karsh | place of death | Boston |
| James Henry Emerton | place of death | Boston |
| Kevin Chapman | place of birth | Boston |
| Joy Giovanni | place of birth | Boston |
| Bud Blake | place of death | Boston |
| William L. Shirer | place of death | Boston |
| Gregory Goodwin Pincus | place of death | Boston |
| Roger Voisin | place of death | Boston |
| Bob Elliott | place of birth | Boston |
| Michael Ryan | place of birth | Boston |
| Thomas Curtis | place of birth | Boston |
| Leon Tuck | place of death | Boston |
| Oscar Brodney | place of birth | Boston |
| Chico Scimone | place of birth | Boston |
| Christopher Seider | place of death | Boston |
| Dan Callahan | place of birth | Boston |
| John Winthrop the Younger | place of death | Boston |
| Dorothy West | place of birth | Boston |
| Marc Kirschner | work location | Boston |
| John Slattery | place of birth | Boston |
| Kathleen Jordon Gregory | place of death | Boston |
| Kevin DeCoste | place of birth | Boston |
| Charles Francis Adams III | place of death | Boston |
| Q3839884 | place of death | Boston |
| Richard Bolt | place of death | Boston |
| Borden Parker Bowne | place of death | Boston |
| Béla Böszörményi-Nagy | place of death | Boston |
| David B. Zilberman | place of death | Boston |
| Joasaph | place of death | Boston |
| Joasaph | place of birth | Boston |
| Robert Cormier | place of death | Boston |
| Rudolʹf Olʹshevskiĭ | place of death | Boston |
| Robert Walthour | place of death | Boston |
| Partners In Health | headquarters location | Boston |
| Roy Haynes | place of birth | Boston |
| Charlotte Saunders Cushman | place of death | Boston |
| Francis Blackwell Forbes | place of death | Boston |
| Scott McCloud | place of birth | Boston |
| Eleonora Sears | place of birth | Boston |
| Lynne Cox | place of birth | Boston |
| A. Ross Eckler, Jr. | place of birth | Boston |
| Ada Adini | place of birth | Boston |
| Amos Lawrence | place of death | Boston |
| Ann Bauer | place of birth | Boston |
| Arthur Curley | place of birth | Boston |
| Arthur Curley | place of death | Boston |
| B. O. Flower | place of death | Boston |
| Barbara Daly Baekeland | place of birth | Boston |
| George Wein | place of birth | Boston |
| Benjamin Edward Woolf | place of death | Boston |
| Benjamin Russell | place of birth | Boston |
| Bob DeSimone | place of birth | Boston |
| Burt Green Wilder | place of birth | Boston |
| Carla DeSantis Black | place of birth | Boston |
| Charles W. Turner | place of birth | Boston |
| Charlotte Gilbertson | place of birth | Boston |
| Chris Rooney | place of birth | Boston |
| Kevin Feige | place of birth | Boston |
| Frank E. Guernsey | place of death | Boston |
| Dan Barry | place of birth | Boston |
| Dan Barry | place of death | Boston |
| Dana Bullen | place of birth | Boston |
| Daniel White | place of death | Boston |
| George Nolfi | place of birth | Boston |
| Joe Boyd | place of birth | Boston |
| Donna Loren | place of birth | Boston |
| Elizabeth Stuart Phelps Ward | place of birth | Boston |
| Ellen Sturgis Hooper | place of birth | Boston |
| George Whitefield Chadwick | place of death | Boston |
| Fudge Mabeta | place of birth | Boston |
| Jon Foster | place of birth | Boston |
| George Dickson | place of birth | Boston |
| George Lyman Kittredge | place of birth | Boston |
| Henry F. Teschemacher | place of birth | Boston |
| Henry Whitney Bellows | place of birth | Boston |
| Jeremy Belknap | place of death | Boston |
| Jeremy Belknap | place of birth | Boston |
| Richard Gridley | place of birth | Boston |
| Dave Eggers | place of birth | Boston |
| Anton Leader | place of birth | Boston |
| Warren Rudman | place of birth | Boston |
| J. Edwin Ganong | place of birth | Boston |
| James Horton | place of birth | Boston |
| Jes Staley | place of birth | Boston |
| Jess Nevins | place of birth | Boston |
| John Calvin Stevens | place of birth | Boston |
| John Connolly | place of birth | Boston |
| John Gorman | place of birth | Boston |
| John Keefe | place of birth | Boston |
| John Rock | place of death | Boston |
| Jonathan Williams | place of birth | Boston |
| Kathy Davis | place of birth | Boston |
| Kelly Lange | place of birth | Boston |
| Stephen Greenblatt | place of birth | Boston |
| Lenny Baker | place of birth | Boston |
| Max Blumenthal | place of birth | Boston |
| Brian J. Donnelly | place of birth | Boston |
| Michael Connolly | place of birth | Boston |
| Nancy Garden | place of birth | Boston |
| Nathaniel Benchley | place of death | Boston |
| John Cotton | place of death | Boston |
| Paul Shapiro | place of birth | Boston |
| Philip Amelio | place of death | Boston |
| Elliot Richardson | place of death | Boston |
| Elliot Richardson | place of birth | Boston |
| Samuel Hubbard Scudder | place of death | Boston |
| Samuel Hubbard Scudder | place of birth | Boston |
| Q7323156 | place of birth | Boston |
| Rob Morris | place of birth | Boston |
| Robert Williams | place of death | Boston |
display(graph.inDegrees)
| id | inDegree |
|---|---|
| Haudonville | 3.0 |
| Hellendoorn | 70.0 |
| Flower | 25.0 |
| Hacqueville | 2.0 |
| Makád | 2.0 |
| Category:People from Michalovce | 1.0 |
| Beuvillers | 8.0 |
| Tolva | 5.0 |
| Shawan County | 23.0 |
| Moravský Žižkov | 5.0 |
| Saint-Omer-Capelle | 2.0 |
| Q10282348 | 1.0 |
| Nemesis | 20.0 |
| Caminha | 4.0 |
| Castelnuovo di Val di Cecina | 13.0 |
| Yujiulü Cheluhui | 1.0 |
| Li Qi | 132.0 |
| Carla Bartheel | 1.0 |
| Carsten Sieling | 1.0 |
| Gardone Val Trompia | 25.0 |
| Eggtown | 2.0 |
| Leksand Church | 4.0 |
| Trouble Will Find Me | 1.0 |
| Xiadong | 2.0 |
| Chesnois-Auboncourt | 7.0 |
| 1956–57 Eredivisie | 1.0 |
| Ritchey–Chrétien telescope | 3.0 |
| 9225 Daiki | 2.0 |
| The Death of Sten Sture the Younger on the Ice of Lake Mälaren | 1.0 |
| Magnus Carlsen | 2.0 |
| Chemin de Fer du Blanc-Argent | 5.0 |
| Ossetia | 2.0 |
| 1972 US Open | 6.0 |
| Q10716398 | 1.0 |
| Akinori Iwamura | 1.0 |
| Claville | 2.0 |
| Chorzów Batory | 6.0 |
| Perlez | 3.0 |
| Wild Man Blues | 1.0 |
| Quilly | 8.0 |
| Boeing 737 Next Generation | 62.0 |
| Q10864864 | 2.0 |
| Q10864987 | 1.0 |
| Q10865018 | 1.0 |
| Q10866060 | 1.0 |
| Q10867212 | 1.0 |
| Q10867215 | 1.0 |
| Q10868935 | 2.0 |
| Q10869004 | 1.0 |
| Bingcun | 1.0 |
| Q10870261 | 1.0 |
| Q10870299 | 1.0 |
| Q10871350 | 1.0 |
| Q10871674 | 1.0 |
| Q10871726 | 1.0 |
| Q10875338 | 1.0 |
| Q10875679 | 1.0 |
| Q10877075 | 1.0 |
| Q10877734 | 1.0 |
| Q10877845 | 1.0 |
| 20536 Tracicarter | 2.0 |
| Q10884028 | 1.0 |
| Q10884129 | 1.0 |
| Q10885591 | 1.0 |
| Q10886913 | 2.0 |
| Q10887370 | 1.0 |
| Rulin | 2.0 |
| Q10890025 | 1.0 |
| Q10890416 | 1.0 |
| Q10892182 | 1.0 |
| Q10893886 | 1.0 |
| Q10894346 | 1.0 |
| Q10896167 | 1.0 |
| Q10897085 | 1.0 |
| Q10897354 | 1.0 |
| Q10898898 | 1.0 |
| Q10899464 | 2.0 |
| Q10900293 | 1.0 |
| Q10901335 | 1.0 |
| Q10901836 | 1.0 |
| Q10907759 | 1.0 |
| Q10907809 | 1.0 |
| Q10908590 | 1.0 |
| 11055 Honduras | 2.0 |
| Q10909769 | 1.0 |
| Q10913578 | 1.0 |
| Q10916859 | 1.0 |
| Q10922038 | 1.0 |
| Q10924607 | 1.0 |
| Cinzia De Carolis | 10.0 |
| Q10929504 | 1.0 |
| Q10930184 | 1.0 |
| Q10930640 | 1.0 |
| Esquièze-Sère | 2.0 |
| Q10933865 | 1.0 |
| Q10934459 | 1.0 |
| Q10934497 | 1.0 |
| Q10935925 | 1.0 |
| Q10941214 | 1.0 |
| Q10941569 | 1.0 |
| Q10941765 | 1.0 |
| Q10943068 | 1.0 |
| Capvern | 3.0 |
| Q10944111 | 2.0 |
| Q10944658 | 1.0 |
| Q10944727 | 1.0 |
| Q10944741 | 1.0 |
| Q10945416 | 1.0 |
| Q10946661 | 18.0 |
| Q10946905 | 1.0 |
| Guandu | 1.0 |
| Q10959311 | 1.0 |
| Q10959863 | 1.0 |
| Q1098055 | 4.0 |
| Q1098174 | 1.0 |
| Bize | 4.0 |
| Muizon | 2.0 |
| Q11050624 | 1.0 |
| Q11052127 | 1.0 |
| Q11054651 | 1.0 |
| Q11057182 | 1.0 |
| Q11058526 | 1.0 |
| Q11066804 | 1.0 |
| Q11067378 | 1.0 |
| Q11067823 | 1.0 |
| Q11073601 | 1.0 |
| Q11076631 | 1.0 |
| Q11077567 | 3.0 |
| Q11079628 | 1.0 |
| Q11080727 | 1.0 |
| Q11081871 | 1.0 |
| Q11084287 | 1.0 |
| Q11084514 | 1.0 |
| Q11085041 | 1.0 |
| Q11087204 | 1.0 |
| Q11088850 | 1.0 |
| Q11090447 | 1.0 |
| Q11092323 | 1.0 |
| Q11096205 | 1.0 |
| list of minor planets: 13501–14000 | 2.0 |
| Q11104380 | 1.0 |
| Q11108046 | 1.0 |
| Q11110436 | 1.0 |
| Q11121435 | 1.0 |
| Quattro Castella | 9.0 |
| Q11124086 | 1.0 |
| Q11125375 | 1.0 |
| Q11128794 | 1.0 |
| Q11131360 | 1.0 |
| Q11133869 | 1.0 |
| Q11138135 | 1.0 |
| Q11138149 | 1.0 |
| Q11141190 | 1.0 |
| Q11142357 | 1.0 |
| Q11142962 | 1.0 |
| Q11144224 | 1.0 |
| Q11145764 | 1.0 |
| Q11146851 | 1.0 |
| Q11148107 | 1.0 |
| Q11148261 | 1.0 |
| Q11149200 | 1.0 |
| Q11150930 | 1.0 |
| Q11152336 | 1.0 |
| Q11152757 | 1.0 |
| Q11172934 | 1.0 |
| Q11178545 | 1.0 |
| Q11181104 | 1.0 |
| Q11181146 | 1.0 |
| Q11181826 | 1.0 |
| Q11181851 | 1.0 |
| BGM | 3.0 |
| Crisis | 7.0 |
| Heaven | 33.0 |
| Alexander Moissi | 2.0 |
| Starlight Destiny | 2.0 |
| Time Distortion | 2.0 |
| Q11257896 | 1.0 |
| Yoakum County | 3.0 |
| Q11269977 | 1.0 |
| Social Action Party | 2.0 |
| Q11280393 | 2.0 |
| Q11281007 | 1.0 |
| earl | 2.0 |
| Q11289606 | 2.0 |
| Q11294420 | 2.0 |
| Kyphosidae | 5.0 |
| Q11315798 | 2.0 |
| Q11330169 | 2.0 |
| Q11338128 | 2.0 |
| Q11355553 | 2.0 |
| Fushimi-no-miya Kunisuke-shinnō | 4.0 |
| Q11387497 | 2.0 |
| Q11387600 | 1.0 |
| You Could Have It So Much Better | 2.0 |
| Hiroki Maekawa | 1.0 |
| deltahedron | 11.0 |
| 1993 IAAF World Cross Country Championships | 2.0 |
| Q11416208 | 3.0 |
| Q11416243 | 2.0 |
| Q11416675 | 2.0 |
| Q11431344 | 2.0 |
| Q11431386 | 2.0 |
| Q11431483 | 1.0 |
| Le Breuil-sous-Argenton | 1.0 |
| Q11491777 | 2.0 |
| Q11492000 | 2.0 |
| Q11493077 | 1.0 |
| I.V. | 2.0 |
| Q11500993 | 2.0 |
| Cazevieille | 2.0 |
| Q11505780 | 1.0 |
| Q1150813 | 4.0 |
| athletics competitor | 3238.0 |
| Q11514720 | 2.0 |
| Superfly | 31.0 |
| Ciego de Ávila | 4.0 |
| Ikeda Masasuke | 1.0 |
| Ed Marinaro | 2.0 |
| Q11559602 | 3.0 |
| Q11563813 | 2.0 |
| Niwata no Shishi | 2.0 |
| Q11594792 | 2.0 |
| Masao Kusakari | 1.0 |
| Fujiwara no Sawako | 7.0 |
| Ohio State Route 4 | 1.0 |
| Q11635383 | 1.0 |
| Q11658317 | 37.0 |
| Q11659800 | 2.0 |
| Q11661474 | 2.0 |
| Robert Donat | 18.0 |
| Rhodon | 1.0 |
| Domu: A Child's Dream | 1.0 |
| Sublaines | 1.0 |
| Thomas Langmann | 19.0 |
| David Mills | 3.0 |
| Q11778078 | 4.0 |
| Hanover | 2971.0 |
| Nemesvámos | 6.0 |
| Holy Cross Church | 3.0 |
| Zalaszentlászló | 2.0 |
| Al Santos | 3.0 |
| Ayacucho Department, San Luis | 1.0 |
| Teddy Geiger | 3.0 |
| Lenox Hill | 1.0 |
| Prostantheroideae | 8.0 |
| Marianne Wischmann | 3.0 |
| Kolejarz Stróże | 10.0 |
| Robert Skjærstad | 1.0 |
| Europe '72 Volume 2 | 2.0 |
| Tongxin County | 12.0 |
| Ikeda | 230.0 |
| Q12036127 | 1.0 |
| Michal Novotný | 1.0 |
| Q12039565 | 2.0 |
| Q12041004 | 1.0 |
| Poseidon | 31.0 |
| Spirituály a balady | 2.0 |
| Stanislav Kyselák | 2.0 |
| Vadu Pașii | 3.0 |
| Knight Commander of the Order of the British Empire | 1132.0 |
| Q12266272 | 5.0 |
| Q12324638 | 1.0 |
| Q12344470 | 2.0 |
| Q12344545 | 2.0 |
| Q12371692 | 1.0 |
| Dominique Lapierre | 4.0 |
| 4218 AM | 2.0 |
| Karl-Heinz Kreienbaum | 2.0 |
| Ludwig Schmidseder | 1.0 |
| canton of Elbeuf | 5.0 |
| Lusophones | 1.0 |
| Q12590768 | 1.0 |
| Richelsdorf | 1.0 |
| Louis-Philippe de Ségur | 4.0 |
| University of Novi Sad | 47.0 |
| Holtzbrinck Publishing Group | 3.0 |
| Per Kristian Lunden | 1.0 |
| Goiești | 3.0 |
| E.L.E. (Extinction Level Event): The Final World Front | 2.0 |
| Konrád Nagy | 1.0 |
| Martin Galway | 4.0 |
| Porcaro | 6.0 |
| Dimitrios Vranopoulos | 1.0 |
| Antwerp | 1992.0 |
| 1932 NFL season | 2.0 |
| Duras | 6.0 |
| Q13016741 | 4.0 |
| Runemagick | 9.0 |
| lillianite group | 1.0 |
| iceberg lettuce | 2.0 |
| Wilhelm Dörate | 1.0 |
| Ludwig Schwarz | 2.0 |
| Pill bug | 11.0 |
| This Is Home | 3.0 |
| Estal | 1.0 |
| Q13228657 | 4.0 |
| Duotones | 2.0 |
| Enrico Pieranunzi | 1.0 |
| Cyrillaceae | 1.0 |
| Banksy | 3.0 |
| space group 15 | 14.0 |
| Lionel Abelanski | 51.0 |
| Tianyang District | 11.0 |
| Fantastic future | 1.0 |
| Zhizdra | 9.0 |
| Peter Cheyney | 1.0 |
| Banlung | 1.0 |
| Kin | 4.0 |
| Vere Beauclerk, 1st Baron Vere | 3.0 |
| Q13517189 | 1.0 |
| Robeasca | 3.0 |
| Erika Stiska | 5.0 |
| Bangalore | 286.0 |
| Ernst Marboe | 1.0 |
| 1110 Jaroslawa | 2.0 |
| Miracle Mile | 4.0 |
| Ole Lund Kirkegaard | 1.0 |
| Q13661309 | 1.0 |
| Q13668424 | 1.0 |
| Q13669670 | 1.0 |
| Q13685978 | 1.0 |
| Q13690529 | 1.0 |
| Millas | 17.0 |
| Kreis Erfurt-Land | 2.0 |
| Q13722363 | 1.0 |
| 2013 BB&T Atlanta Open | 1.0 |
| Q13727103 | 1.0 |
| Q13734223 | 1.0 |
| Q13735953 | 1.0 |
| Q13743976 | 1.0 |
| Q13764299 | 1.0 |
| Q13774956 | 1.0 |
| Geohintonia mexicana | 1.0 |
| Q13791130 | 1.0 |
| Walram, Count of Jülich | 3.0 |
| Olost | 8.0 |
| Q13801562 | 1.0 |
| Q13806345 | 1.0 |
| Matthew Brammeier | 1.0 |
| Vivy | 1.0 |
| P. C. Jersild | 1.0 |
| Vayrac | 4.0 |
| John Welsh | 3.0 |
| Q13889666 | 1.0 |
| Q13904498 | 1.0 |
| Q13904833 | 1.0 |
| Q13906807 | 1.0 |
| Q13914784 | 1.0 |
| Q13925941 | 1.0 |
| Q13928620 | 1.0 |
| Q13929345 | 1.0 |
| Q13946518 | 1.0 |
| Q13952776 | 1.0 |
| NBC | 237.0 |
| Q13983027 | 1.0 |
| Q13984146 | 1.0 |
| Q13985030 | 1.0 |
| Q13994616 | 1.0 |
| Q13994723 | 1.0 |
| Q13998790 | 1.0 |
| Q13998930 | 1.0 |
| Q14009060 | 1.0 |
| Q14022788 | 1.0 |
| Leng Tch'e | 7.0 |
| Q14045605 | 1.0 |
| Q14055594 | 1.0 |
| Álvaro Isidro Amador Lacambra | 1.0 |
| Q14102039 | 1.0 |
| Alejandro Matas Britos | 1.0 |
| Peter Beauvais | 2.0 |
| Q14137078 | 1.0 |
| Vicente Jose Codoñer Senon | 1.0 |
| Xivry-Circourt | 2.0 |
| Q14143319 | 1.0 |
| Q14144866 | 1.0 |
| Galegeae | 10.0 |
| Q14170370 | 1.0 |
| 1910 Finnish football championship | 2.0 |
| Q14184366 | 1.0 |
| Q14221782 | 1.0 |
| Q14245236 | 1.0 |
| Q14247036 | 1.0 |
| Q14250552 | 1.0 |
| Q14259888 | 1.0 |
| Q14271019 | 1.0 |
| Q14283996 | 1.0 |
| Q14290394 | 1.0 |
| Schinnen | 160.0 |
| Q14326263 | 1.0 |
| Folkert | 12.0 |
| Lupin the Third: The Pursuit of Harimao’s Treasure | 2.0 |
| Q14417787 | 1.0 |
| Q14457165 | 1.0 |
| Fu'an Economic Development Zone | 1.0 |
| Changdong Town | 1.0 |
| Waterloo Lily | 2.0 |
| 1865 Cerberus | 2.0 |
| list of cultural properties in Isorno | 1.0 |
| list of cultural properties in Stans | 1.0 |
| 19 Fortuna | 2.0 |
| Q14574357 | 1.0 |
| Masahito | 20.0 |
| Q14578715 | 1.0 |
| Moshan | 1.0 |
| Q14583380 | 1.0 |
| Q14589639 | 1.0 |
| Rancheng Subdistrict | 1.0 |
| Cogullada | 1.0 |
| Sofia Tarasova | 1.0 |
| Friedrich Wilhelm Schnitzler | 1.0 |
| Nightmares | 8.0 |
| Charnay | 6.0 |
| Ruby O. Fee | 2.0 |
| Honey, We Shrunk Ourselves | 1.0 |
| mitotic cell cycle | 27.0 |
| (15683) 1981 EX25 | 2.0 |
| (17383) 1981 EE12 | 2.0 |
| Q14820581 | 15.0 |
| response to glucocorticoid | 34.0 |
| 11581 Philipdejager | 2.0 |
| platelet alpha granule membrane | 7.0 |
| regulation of circadian sleep/wake cycle, sleep | 5.0 |
| ion transmembrane transport | 23.0 |
| Interleukin 13 | 2.0 |
| Dactylopodida | 2.0 |
| Hendrik Bolkestein | 1.0 |
| Q14916301 | 1.0 |
| Prisoners in Paradise | 1.0 |
| Stephen Kovacevich | 1.0 |
| Michael Lersow | 1.0 |
| Sleepy Hollow, season 1 | 1.0 |
| Henriette Goldschmidt | 6.0 |
| Leyland DAF | 2.0 |
| Georges Chamarat | 77.0 |
| AVN Hall of Fame | 280.0 |
| Q15093722 | 2.0 |
| Q15238426 | 1.0 |
| roundabout | 7.0 |
| Giovanna Lenzi | 15.0 |
| (15141) 2000 EP106 | 2.0 |
| Paul Celan | 2.0 |
| C-130R Hercules | 1.0 |
| Q15430602 | 6.0 |
| The Potato Eaters | 1.0 |
| business aviation | 11.0 |
| Grenchenberg | 1.0 |
| Southern German Jura | 2.0 |
| Ernst Franz Karl von Gemmingen | 3.0 |
| Q15633370 | 3.0 |
| Q15634970 | 2.0 |
| Q15635450 | 2.0 |
| Q15637237 | 2.0 |
| city of Portugal | 13.0 |
| Q15650745 | 15.0 |
| Bertelsmann | 17.0 |
| Thomas Born | 1.0 |
| The Beginning | 10.0 |
| intercity bus company | 4.0 |
| Portal:Allier | 1.0 |
| Yann Tiersen | 34.0 |
| L5-Mars-Sun | 2.0 |
| Li Jihui | 2.0 |
| Piombino | 72.0 |
| Hans Frank | 1.0 |
| Q15936940 | 24.0 |
| Qian Weijun | 7.0 |
| Wanyan Xielu | 13.0 |
| Q15945382 | 1.0 |
| Heini Göbel | 14.0 |
| Félix Fries | 2.0 |
| Aphrodite Terra quadrangle | 1.0 |
| Yelü Ning | 11.0 |
| Adèle Reinhardt | 4.0 |
| Landwehr | 2.0 |
| Q16270398 | 1.0 |
| 25620 Jayaprakash | 2.0 |
| 25931 Peterhu | 2.0 |
| easter egg | 4.0 |
| Movement for Rights and Freedoms | 7.0 |
| Hans Olof Ahnlund | 1.0 |
| Argente | 1.0 |
| Petticoat Junction, season 7 | 1.0 |
| Princess Caoguo | 12.0 |
| Salorno/Salurn railway station | 2.0 |
| Q16610111 | 1.0 |
| Institut des hautes études cinématographiques | 224.0 |
| Langhian | 2.0 |
| clog | 16.0 |
| Category:Deaths in Clusone | 1.0 |
| Jazz in Silhouette | 2.0 |
| Jean-Baptiste Colbert, marquis de Torcy | 2.0 |
| Hargeisa | 9.0 |
| Alfred Meyer | 1.0 |
| 16077 Arayhamilton | 2.0 |
| Q11259717 | 1.0 |
| Q11432001 | 2.0 |
| Ivan Balsamadzhiev | 2.0 |
| 1159 | 4.0 |
| Patcharawat Wongsuwan | 1.0 |
| National Museum of Art of Romania | 4.0 |
| Vatnajökull National Park | 1.0 |
| Q13566998 | 1.0 |
| Ivan Hajtl | 10.0 |
| 1436 | 4.0 |
| Q13724685 | 1.0 |
| Q13973940 | 1.0 |
| Q14027216 | 1.0 |
| Q14057689 | 1.0 |
| 15506 Preygel | 2.0 |
| Alejandro Portero Igual | 1.0 |
| Q14157808 | 1.0 |
| Q14200542 | 1.0 |
| Q14283202 | 1.0 |
| Q1447421 | 1.0 |
| Blood Promise | 2.0 |
| Raizeux | 3.0 |
| Frostburg State University | 1.0 |
| 29880 Andytran | 2.0 |
| Q15075310 | 1.0 |
| Allan Kardec's tomb | 1.0 |
| Walrus-class submarine | 2.0 |
| Glyptopleura | 1.0 |
| 3792 Preston | 2.0 |
| La Femme Nikita, season 4 | 2.0 |
| 4419 Allancook | 2.0 |
| Arkhangelsk Governorate | 7.0 |
| Q15415379 | 1.0 |
| Gryazev-Shipunov GSh-6-30 | 2.0 |
| group portrait | 86.0 |
| Q15649260 | 3.0 |
| Christine Carère | 16.0 |
| Q15894334 | 1.0 |
| Georgian scripts | 2.0 |
| Amaryllis | 5.0 |
| Villeneuve-sur-Vère | 1.0 |
| Cestona | 4.0 |
| Khlong Sa Bua | 1.0 |
| Holzheim | 11.0 |
| Hookeriales | 5.0 |
| Q16335101 | 18.0 |
| Worcester | 316.0 |
| Fiumetorto railway station | 3.0 |
| Q16908857 | 1.0 |
| Dimítris Kókkinos | 1.0 |
| Q16937785 | 1.0 |
| July | 78.0 |
| Miraz Bezar | 4.0 |
| Q16964166 | 1.0 |
| Nantan | 2.0 |
| Q17056946 | 2.0 |
| Q17095892 | 2.0 |
| Q17175923 | 31.0 |
| Vladimir Antonik | 2.0 |
| Q17217542 | 2.0 |
| Q17223694 | 1.0 |
| Q17224485 | 1.0 |
| Q17232213 | 1.0 |
| canton of Agen-Nord | 4.0 |
| Q17252427 | 4.0 |
| canton of Leforest | 5.0 |
| canton of Toucy | 15.0 |
| canton of Vermenton | 14.0 |
| Nieuwlandersingel 53, Alkmaar | 1.0 |
| Slijpsteenmarkt (Whetstone Market) in Amsterdam with the Building 'Het Zeerecht' in Winter (The Slypsteenen at Amsterdam) | 1.0 |
| Kitchen Scene | 2.0 |
| Q17324466 | 1.0 |
| A man dancing with a dog | 1.0 |
| Dan Le Sac | 1.0 |
| Irén Sütő | 1.0 |
| Q17375269 | 1.0 |
| Faryab | 7.0 |
| John Barber | 1.0 |
| public transport bus service | 4.0 |
| Gem 41-1 | 2.0 |
| Arzacq-Arraziguet | 3.0 |
| Q17450237 | 1.0 |
| Q17450240 | 1.0 |
| Q17450424 | 1.0 |
| Q17453706 | 1.0 |
| Amstenrade Castle: brick wall southwest of the gate to the vegetable garden | 1.0 |
| Q17454419 | 1.0 |
| Q17456252 | 1.0 |
| Q17457577 | 1.0 |
| Q17457584 | 1.0 |
| Q17459831 | 1.0 |
| Q17460028 | 1.0 |
| Q17461539 | 1.0 |
| Q17462997 | 1.0 |
| Q17464832 | 1.0 |
| San Andres | 5.0 |
| Q17468026 | 1.0 |
| Q17468108 | 1.0 |
| Q17469934 | 1.0 |
| Q1748677 | 7.0 |
| Disraeli | 1.0 |
| Q17490716 | 1.0 |
| Q17490840 | 1.0 |
| Q17490946 | 1.0 |
| Q17491598 | 1.0 |
| Q17491984 | 1.0 |
| Q17492376 | 1.0 |
| Q17493362 | 1.0 |
| Q17493611 | 1.0 |
| Guy de Binos | 2.0 |
| Presidente Olegário | 1.0 |
| Peter Briggs | 1.0 |
| Square portrait of Pieter Jacobsz Olycan | 1.0 |
| Q1753837 | 1.0 |
| Assis Brasil | 1.0 |
| Category:April 29, 2010 | 2.0 |
| Q17589565 | 1.0 |
| Q17589928 | 1.0 |
| Q17590303 | 1.0 |
| Q17592175 | 1.0 |
| Q17593446 | 1.0 |
| Q17594171 | 1.0 |
| Q17594869 | 1.0 |
| Q17594897 | 1.0 |
| Q17595129 | 1.0 |
| Q17596012 | 1.0 |
| Q17596021 | 1.0 |
| Q17596343 | 1.0 |
| Q17596645 | 1.0 |
| Q17597101 | 1.0 |
| Q17597496 | 1.0 |
| Q17597770 | 1.0 |
| Q17598159 | 1.0 |
| Q17598998 | 1.0 |
| Q17599109 | 1.0 |
| Q17601264 | 1.0 |
| Q17601367 | 1.0 |
| Q17603398 | 1.0 |
| Q17603945 | 1.0 |
| Q17603986 | 1.0 |
| Q17604117 | 1.0 |
| Q17604395 | 1.0 |
| Q17604598 | 1.0 |
| Q17604616 | 1.0 |
| Q17604813 | 1.0 |
| Q17605307 | 1.0 |
| Q17606288 | 1.0 |
| Q17607434 | 1.0 |
| Q17607584 | 1.0 |
| Lorentz Memorial | 1.0 |
| Category:September 20, 2010 | 2.0 |
| Q17608094 | 1.0 |
| Q17608695 | 1.0 |
| Q17608709 | 1.0 |
| Category:June 29, 2010 | 2.0 |
| Category:July 30, 2008 | 2.0 |
| Q17610203 | 1.0 |
| Christ Church Nichola Town Parish | 1.0 |
| Joseph Clayton Bentley | 1.0 |
| Benigembla | 6.0 |
| Sant Llorenç de Morunys | 4.0 |
| Robert de Brus, 6th Lord of Annandale | 13.0 |
| Torgny Segerstedt | 1.0 |
| Michel Beaune | 31.0 |
| Malene Schwartz | 4.0 |
| Q17856028 | 1.0 |
| Rudolph Matt | 2.0 |
| Calanca | 15.0 |
| Q17979316 | 1.0 |
| Good Time (Jin Akanishi song) | 1.0 |
| Q17995066 | 1.0 |
| Q1802315 | 3.0 |
| Q18040630 | 2.0 |
| We Take Care of Our Own | 4.0 |
| Borrazópolis | 1.0 |
| Shimizu Station | 1.0 |
| Langenau | 20.0 |
| Jurij Iradionowicz Łogua | 1.0 |
| Bom Jesus do Norte, Espírito Santo | 1.0 |
| Category:March 16, 2011 | 2.0 |
| hope | 8.0 |
| pirate ship | 1.0 |
| carbonate | 1.0 |
| Q18180842 | 394.0 |
| Shumen | 35.0 |
| Tram stop Meent | 2.0 |
| librarian | 2794.0 |
| Så mycket bättre, season 4 | 3.0 |
| Princess Maria Amalia of Nassau-Dietz | 4.0 |
| Laurence | 414.0 |
| Statue of Hugh Myddelton | 1.0 |
| Panoramic tower of La Duchère | 1.0 |
| Q18377214 | 1.0 |
| Louis Althusser | 2.0 |
| Pierre-François Cozette | 1.0 |
| Q18519993 | 1.0 |
| GNU Lesser General Public License, version 3.0 | 3.0 |
| Prince Friedrich Wilhelm of Prussia | 4.0 |
| Q18550119 | 1.0 |
| Q1855763 | 1.0 |
| Q18558874 | 3.0 |
| Bacchus and Ariadne | 4.0 |
| Q18577439 | 61.0 |
| This Corner Don’t Pay | 1.0 |
| lieutenant | 75.0 |
| Mountain Stream, Yemen Valley, Palestine | 1.0 |
| A Country Lad | 1.0 |
| Why Do You Love Me? | 2.0 |
| Gravity Wells | 2.0 |
| Girardot | 1.0 |
| Barjac | 19.0 |
| Q18707603 | 2.0 |
| Antonin Lovrier | 1.0 |
| Category:Deaths in Borgo Tossignano | 1.0 |
| Category:Deaths in Dießen am Ammersee | 1.0 |
| Category:Deaths in Lorenzago di Cadore | 1.0 |
| Category:Deaths in Rolampont | 1.0 |
| Category:Deaths in Sondika | 1.0 |
| Q18767974 | 9.0 |
| Q18768491 | 2.0 |
| Q18768637 | 3.0 |
| Q18768940 | 4.0 |
| Q18769176 | 2.0 |
| Q18770543 | 2.0 |
| Hartekamp | 12.0 |
| Q18773021 | 3.0 |
| Q18773292 | 13.0 |
| Q18773580 | 2.0 |
| Q18773780 | 3.0 |
| Q18774157 | 11.0 |
| Q18775256 | 2.0 |
| Q18775570 | 2.0 |
| Q18785578 | 1.0 |
| Q18809836 | 17.0 |
| Q18813100 | 1.0 |
| Q18844933 | 2.0 |
| Saint-Estèphe | 5.0 |
| hafnium-155 | 2.0 |
| thallium-209 | 1.0 |
| astatine-211 | 2.0 |
| Arlersteeg | 1.0 |
| Q18953856 | 1.0 |
| Binnenweg | 23.0 |
| Artaxerxes I of Persia | 4.0 |
| Burgemeester van Rijnsingel | 3.0 |
| Ds. Germsweg | 1.0 |
| Loscorrales | 1.0 |
| Beorn (DNB00) | 1.0 |
| Gascony | 12.0 |
| Elzenlaan | 4.0 |
| Geert Wolter Smitweg | 1.0 |
| Eversweg | 2.0 |
| Friedesemolen | 1.0 |
| Ratite | 3.0 |
| Jim Jarmusch | 49.0 |
| Graaf van Burenstraat | 1.0 |
| 2088 | 4.0 |
| 2294 | 2.0 |
| 2904 | 2.0 |
| 3414 | 2.0 |
| 3959 | 2.0 |
| 4937 | 2.0 |
| 6194 | 2.0 |
| Fredonia | 5.0 |
| Heuvelring | 7.0 |
| 7273 | 2.0 |
| 7762 | 2.0 |
| 9009 | 2.0 |
| Râmnicu Vâlcea | 18.0 |
| Menteng | 1.0 |
| Easter | 14.0 |
| Saad | 12.0 |
| Maarten van Rossumplein | 3.0 |
| Q19340620 | 11.0 |
| Menno van Coehoornweg | 1.0 |
| Louis IV of France | 9.0 |
| Vemund | 2.0 |
| Moeletsi Mbeki | 3.0 |
| Sawda bint Zamʿa | 1.0 |
| Renselkade | 1.0 |
| Movement for Multi-Party Democracy | 5.0 |
| Sao | 3.0 |
| St Nicasiusstraat | 2.0 |
| Standerd | 1.0 |
| Stapelen | 1.0 |
| Q19548406 | 1.0 |
| Victorialaan | 2.0 |
| Vliegendesteeg | 2.0 |
| Waalwijkseweg | 1.0 |
| Tienen railway station | 2.0 |
| Nikolske Raion | 1.0 |
| Green League | 15.0 |
| Larbert railway station | 2.0 |
| Bernward | 16.0 |
| Q19688717 | 61.0 |
| 2136 | 4.0 |
| Wright Aeronautical | 6.0 |
| Sean Callery | 3.0 |
| Amable | 3.0 |
| Q19766372 | 2.0 |
| Q19776533 | 3.0 |
| Davyd Sviatoslavich | 5.0 |
| Q19803443 | 26.0 |
| Bastiaan | 21.0 |
| Q19839466 | 1.0 |
| artivist | 16.0 |
| Destination Berlin | 2.0 |
| Pierre Mendès-France University | 2.0 |
| Apodi | 2.0 |
| Lady Inger of Ostrat | 1.0 |
| Skuhrov | 17.0 |
| Pernik Province | 5.0 |
| Oelsen | 2.0 |
| Röbel | 9.0 |
| Walram IV of Nassau-Wiesbaden-Idstein | 5.0 |
| Nossentiner Hütte | 1.0 |
| La Bosse | 4.0 |
| FC Krystal Kherson | 5.0 |
| Nico Mirallegro | 2.0 |
| ancient philosophy | 1.0 |
| Rostom of Kartli | 1.0 |
| 2010 PTT Pattaya Open | 2.0 |
| White River, Mpumalanga | 2.0 |
| Cajamarca | 28.0 |
| canton of Gros-Morne | 2.0 |
| Étampes | 54.0 |
| Ross-on-Wye | 9.0 |
| Sandra Milovanoff | 11.0 |
| Račiněves | 6.0 |
| Zlatko | 52.0 |
| Eurythmics | 40.0 |
| Ügyek | 2.0 |
| City of Matlosana | 3.0 |
| Sportpark Eschen-Mauren | 1.0 |
| Blythewood | 1.0 |
| Doctor P | 1.0 |
| Frederikssundbanen | 21.0 |
| Villahermosa | 18.0 |
| Soyuz TMA-09M | 3.0 |
| Castelldefels railway station | 2.0 |
| Rivière des Mille Îles | 3.0 |
| Thierry Breton | 1.0 |
| Serge-Henri | 2.0 |
| Marnie McPhail | 1.0 |
| Wolf Heinrich Graf von Baudissin | 1.0 |
| Georges Rouget | 1.0 |
| Shawo Township | 3.0 |
| Q2184650 | 2.0 |
| bazaar | 3.0 |
| Přepychy | 11.0 |
| Cappel | 6.0 |
| Kerbach | 3.0 |
| 24318 Vivianlee | 2.0 |
| Dobrinsky District | 2.0 |
| Sollefteå Municipality | 26.0 |
| Q2228637 | 1.0 |
| Aitkin | 1.0 |
| Merry-sur-Yonne | 2.0 |
| godparent | 23.0 |
| Q2253989 | 3.0 |
| A Drink Before the War | 1.0 |
| Rudi Hiti | 1.0 |
| Q2292388 | 1.0 |
| Jane Krakowski | 19.0 |
| 40mm grenade | 8.0 |
| Kwak Kyung-taek | 6.0 |
| Chouain | 6.0 |
| Rita Faltoyano | 2.0 |
| Gmina Jabłonka | 1.0 |
| Do It | 4.0 |
| Alexandre Bertrand | 4.0 |
| Gebhard of Supplinburg | 2.0 |
| Gene Sheldon | 9.0 |
| Florencio Varela | 3.0 |
| So Many Tears | 1.0 |
| Bussloo | 1.0 |
| Q2388017 | 3.0 |
| RKSV Leonidas | 2.0 |
| 1987–88 Japan Soccer League | 2.0 |
| Q2407633 | 1.0 |
| Elizabeth of Carinthia, Queen of Germany | 16.0 |
| rue Pierre-Castagnou | 3.0 |
| bacteriology | 1.0 |
| 1984 Argentine Primera División | 2.0 |
| Amazon basin | 2.0 |
| East Singhbhum district | 3.0 |
| Gmina Zakliczyn | 2.0 |
| Gmina Jodłownik | 1.0 |
| Tyler | 319.0 |
| Abram van Rijckevorsel | 1.0 |
| Sally Thomsett | 2.0 |
| Q2470287 | 2.0 |
| Kate More | 4.0 |
| 14424 Laval | 2.0 |
| FC Prykarpattya Ivano-Frankivsk | 4.0 |
| Q2478997 | 4.0 |
| Cergy-Pontoise University | 1.0 |
| Anne of Lorraine, duchess of Aumale | 5.0 |
| Sakura Sake | 2.0 |
| Christian Décamps | 1.0 |
| Jeffrey Boam | 9.0 |
| Tronzano Vercellese | 13.0 |
| Dunsford | 1.0 |
| Da Nang | 8.0 |
| Velké Přílepy | 7.0 |
| Gorki | 3.0 |
| Will Gluck | 7.0 |
| Grandvaux | 3.0 |
| Belleisle-class ironclad | 2.0 |
| Rheinbrohl | 6.0 |
| Dorien | 9.0 |
| canton of Bois-Colombes | 2.0 |
| Tura Satana | 5.0 |
| 78125 Salimbeni | 1.0 |
| 23213 Ameliachang | 2.0 |
| 21856 Heathermaria | 2.0 |
| Push It | 5.0 |
| 25925 Jamesfenska | 2.0 |
| Ullånger | 1.0 |
| Tom Ripley | 5.0 |
| Rival Schools: United by Fate | 1.0 |
| Peggy Stewart | 1.0 |
| Ans Kremer | 6.0 |
| canton of Mérignac-1 | 2.0 |
| Saint-Anthème | 3.0 |
| Matthias Temmermans | 5.0 |
| Stan Ivar | 2.0 |
| Fraser River | 6.0 |
| Saint-Jean-en-Val | 1.0 |
| Úsilov | 4.0 |
| Marie of France, Duchess of Brabant | 5.0 |
| Don Pardo | 1.0 |
| Abby Elliott | 2.0 |
| 34696 Risoldi | 2.0 |
| Reggie Miller | 1.0 |
| Q2710378 | 2.0 |
| Andrew Wells | 1.0 |
| Răsuceni | 3.0 |
| Axintele | 3.0 |
| Mantyke | 2.0 |
| Q2725390 | 5.0 |
| Prague 13 | 1.0 |
| Derrick O'Connor | 14.0 |
| Bantega | 2.0 |
| Sumerian religion | 1.0 |
| William II Crispo | 2.0 |
| Where Are You? | 3.0 |
| 3rd: Love Escalation! | 2.0 |
| 5705 AM | 2.0 |
| Adam Williams | 13.0 |
| Chiry-Ourscamp | 3.0 |
| Bluffton | 5.0 |
| Hawise of Brittany | 3.0 |
| Iaai | 1.0 |
| Q2828863 | 2.0 |
| Alan Mills | 1.0 |
| Alena Procházková | 1.0 |
| Amanda Walsh | 8.0 |
| Amazing | 14.0 |
| André Forcier | 8.0 |
| Annie Dufresne | 3.0 |
| Q2854890 | 3.0 |
| Associated Artists Productions | 2.0 |
| Eaux-Puiseaux | 5.0 |
| Kim Ho-kon | 1.0 |
| avenue Dorian | 3.0 |
| avenue Gustave-V-de-Suède | 2.0 |
| Bill Chott | 3.0 |
| Bill Williams | 22.0 |
| Black Moses | 1.0 |
| Bobby Roth | 20.0 |
| The Masses Against the Classes | 2.0 |
| Lucille Bliss | 2.0 |
| Bruno Wolkowitch | 13.0 |
| Q2937410 | 1.0 |
| St. Joseph Cathedral | 1.0 |
| Metta Sandiford-Artest | 1.0 |
| October 18 | 6.0 |
| Christian Stolte | 5.0 |
| Q2969466 | 1.0 |
| Q2984731 | 1.0 |
| Q2989601 | 2.0 |
| Côtière | 1.0 |
| Morning, Noon and Night | 2.0 |
| Decas | 2.0 |
| Denise Clair | 5.0 |
| Silk | 13.0 |
| Doraid Liddawi | 5.0 |
| Drey'auc | 2.0 |
| Q3044979 | 2.0 |
| Dava Sobel | 1.0 |
| Q3051375 | 1.0 |
| New World Pictures | 6.0 |
| cadmium-107 | 1.0 |
| Gabe Sachs | 4.0 |
| Amiens railway station | 4.0 |
| Grésy-sur-Aix train station | 2.0 |
| Naratheinkha | 3.0 |
| Melocactus | 9.0 |
| La Vie de Bohème | 4.0 |
| Graham Edwards | 4.0 |
| Killeshandra | 3.0 |
| Rahul Khanna | 8.0 |
| Henriette Poincaré | 1.0 |
| Honda RVF750 RC45 | 1.0 |
| Hugo St-Cyr | 1.0 |
display(graph.outDegrees)
| id | outDegree |
|---|---|
| Maud Wood Park | 5.0 |
| Roland Merullo | 7.0 |
| Walter R. Mansfield | 11.0 |
| Madeleine M. Joullié | 27.0 |
| Seán McKiernan | 8.0 |
| Eugene Foss | 10.0 |
| Ethan Vogt | 8.0 |
| A Drink Before the War | 7.0 |
| Dana Bullen | 6.0 |
| Rudolf Löb | 7.0 |
| George Jung | 8.0 |
| Akiva Yaglom | 12.0 |
| George Hamilton Pearce | 9.0 |
| John A. Scali | 17.0 |
| Molenweg 1, Bemelen | 5.0 |
| Sabina Remundová | 11.0 |
| Zajíčkov | 7.0 |
| Q13429458 | 5.0 |
| Fortunato Baliani | 6.0 |
| Franziska Bennemann | 10.0 |
| Q17415823 | 5.0 |
| Wuzhi | 4.0 |
| Q17594869 | 5.0 |
| Volderstraat 5, Wijk bij Duurstede | 5.0 |
| Kanaalweg O.Z. | 4.0 |
| Bellamypark 35, Vlissingen | 5.0 |
| Lady Amelia Windsor | 9.0 |
| Vila Baleira | 4.0 |
| Der Verlorene | 25.0 |
| Walter Höflechner | 8.0 |
| Gregor Cankar | 9.0 |
| Peter Lalor | 7.0 |
| Franz von Gruithuisen | 9.0 |
| Rajeg | 3.0 |
| Ross Levinsohn | 8.0 |
| Poseidon | 71.0 |
| Jimmy Sherman | 9.0 |
| His Majesty, Bunker Bean | 16.0 |
| Norbert Ratsirahonana | 7.0 |
| Al Santos | 17.0 |
| Złoty Stok | 4.0 |
| Peter Nielsen | 26.0 |
| Kasper Bøgelund | 11.0 |
| Osek nad Bečvou | 13.0 |
| Beverley Callard | 5.0 |
| Palermo | 61.0 |
| Q14250552 | 3.0 |
| canton of Auxi-le-Château | 30.0 |
| Kenneth Bainbridge | 12.0 |
| Q18093523 | 6.0 |
| Valentin Alberti | 9.0 |
| Alseno | 12.0 |
| Q17607584 | 6.0 |
| Tanum Municipality | 12.0 |
| Heaven | 137.0 |
| Amelia Earhart: The Final Flight | 7.0 |
| Ellen Woodbury | 6.0 |
| Q4134070 | 10.0 |
| Leonella Sgorbati | 5.0 |
| Q14417787 | 3.0 |
| Lake Malawi | 6.0 |
| Francisco Chimoio | 8.0 |
| Janka Boga | 5.0 |
| Aragonese Party | 5.0 |
| António Lobo Antunes | 11.0 |
| Dogville | 36.0 |
| Li Qi | 162.0 |
| Richard Walter | 30.0 |
| Darren Baxter | 15.0 |
| Bob Sellers | 11.0 |
| Helena Wayne | 6.0 |
| Marie Helene Franey | 16.0 |
| Koonyum Sun | 4.0 |
| Pasawahan | 6.0 |
| The Setting Sun | 8.0 |
| The Quiller Memorandum | 25.0 |
| Clockwork | 12.0 |
| Ildemar Alcântara | 6.0 |
| Henri Ferrand | 11.0 |
| Gertrude Emily Benham | 7.0 |
| Vlasto Kopač | 8.0 |
| Louis-Albert Necker | 11.0 |
| Walter Frauenberger | 7.0 |
| Papaya | 4.0 |
| Abdoulaye Makhtar Diop | 5.0 |
| Alexandre Bouzaid | 6.0 |
| Diaraf Diouf | 6.0 |
| Isaac Forster | 6.0 |
| Kaffrine Department | 2.0 |
| Holzheim | 17.0 |
| In the Sultan's Garden | 8.0 |
| Two Memories | 21.0 |
| Superfly | 13.0 |
| L'Agnese va a morire | 26.0 |
| Q4788026 | 3.0 |
| Giancarlo Livraghi | 8.0 |
| Christian Wilhelm Kestner | 7.0 |
| The Swinging Confessors | 22.0 |
| Hong Kong 97 | 13.0 |
| Gradius IV | 9.0 |
| Nemesis | 114.0 |
| Koji Kumagai | 6.0 |
| 4686 Maisica | 6.0 |
| George Hepple | 8.0 |
| Heinz Maier-Leibnitz | 19.0 |
| 3792 Preston | 7.0 |
| Q11850657 | 5.0 |
| Q15065925 | 10.0 |
| Q15069596 | 10.0 |
| Q16447673 | 10.0 |
| Q16447958 | 9.0 |
| Q4072643 | 11.0 |
| Q4097389 | 10.0 |
| Q4147051 | 5.0 |
| Aleksey Danilov | 23.0 |
| Dmitry Sholokhov | 7.0 |
| Berndt Johan Hastfer | 6.0 |
| Gary O'Connor | 8.0 |
| William Wallace | 77.0 |
| Ross Callachan | 5.0 |
| 3338 Richter | 7.0 |
| Mitterskirchen | 10.0 |
| Kazuki Nagasawa | 11.0 |
| Pekka Lagerblom | 15.0 |
| Ritchey–Chrétien telescope | 5.0 |
| Gunnel Werner | 5.0 |
| Katy Butler | 6.0 |
| Laura Manuelidis | 8.0 |
| Giuseppe Lechi | 8.0 |
| Geert den Ouden | 13.0 |
| Reunion Blues | 6.0 |
| technetium-113 | 4.0 |
| Fujiwara no Kinsue | 13.0 |
| Always Zoku Sanchōme no Yūhi | 11.0 |
| Q11658317 | 41.0 |
| Stanley Glover | 7.0 |
| Q5966531 | 5.0 |
| ¡Ala... Dina! | 5.0 |
| The Fruitties | 6.0 |
| Sören Bertram | 7.0 |
| Kin | 4.0 |
| Ikeda | 16.0 |
| Dharampur | 5.0 |
| Sanand | 5.0 |
| West Vancouver | 3.0 |
| Q18587571 | 3.0 |
| Diner Dash: Hometown Hero | 12.0 |
| Yōichi Tomizuka | 5.0 |
| Sclerostagonospora | 3.0 |
| Yang Jian | 13.0 |
| Q17495144 | 7.0 |
| The Seine, Morning (Saint-Ouen) | 6.0 |
| Q18510964 | 3.0 |
| A City Is Beautiful at Night | 25.0 |
| Les Braqueuses | 20.0 |
| Daniel Wallard | 8.0 |
| Ricki Noel Lander | 6.0 |
| Sonny Guadarrama | 10.0 |
| Rival Schools: United by Fate | 12.0 |
| Legacy of Kain: Soul Reaver | 14.0 |
| Volfoss | 6.0 |
| Puzzle Bobble 3 | 10.0 |
| B.L.U.E. Legend of Water | 6.0 |
| SNCF | 10.0 |
| Q8253804 | 5.0 |
| John Welsh | 30.0 |
| Chris Priest | 9.0 |
| Roger Preece | 10.0 |
| Dean Greygoose | 8.0 |
| Dennis Hawkins | 8.0 |
| Joe Hinnigan | 11.0 |
| Princess Tangchang | 56.0 |
| Fordell Castle | 5.0 |
| Ramsay Garden | 5.0 |
| province of Argentina | 5.0 |
| Magnus Carlsen | 16.0 |
| Carbost | 6.0 |
| Hoshyar Zebari | 9.0 |
| 19 Fortuna | 8.0 |
| Q11416243 | 6.0 |
| Villedaigne | 8.0 |
| Vernajoul | 9.0 |
| Trevor Barker | 6.0 |
| Keith Drinan | 5.0 |
| Alister McRae | 6.0 |
| Q15649260 | 5.0 |
| 11581 Philipdejager | 6.0 |
| Q10868935 | 5.0 |
| Q11387600 | 5.0 |
| KissHug | 7.0 |
| Eaux-Puiseaux | 8.0 |
| 1436 | 8.0 |
| Henry A. Wiley | 12.0 |
| Shawan County | 25.0 |
| Changli County | 19.0 |
| Ursula Fischer | 11.0 |
| Ursula Summ | 6.0 |
| Wang Tao | 29.0 |
| Vladimir Berlinsky | 6.0 |
| Q6174723 | 6.0 |
| Antoine Reboulot | 10.0 |
| Georg von Oettl | 11.0 |
| Joseph Plateau | 13.0 |
| Q10946661 | 23.0 |
| Ceillac | 11.0 |
| Anyue County | 72.0 |
| Q10959311 | 3.0 |
| Q10884028 | 3.0 |
| Joyce Aluoch | 7.0 |
| The Dead Girl | 23.0 |
| Rinbung County | 12.0 |
| Longyao County | 16.0 |
| Wenquan County | 14.0 |
| American Journal of Medical Genetics | 3.0 |
| Giggi the bully | 23.0 |
| Tianyang District | 13.0 |
| canton of Mauléon-Barousse | 30.0 |
| In Search of Dr. Seuss | 8.0 |
| Sennar's Mission | 5.0 |
| Detinho | 14.0 |
| Raoyang County | 10.0 |
| Claire Chitham | 6.0 |
| Grimes | 9.0 |
| Claire Guieysse | 6.0 |
| Q17450733 | 5.0 |
| Q17451539 | 5.0 |
| Dieter Brüll | 7.0 |
| Donggang | 29.0 |
| Q19926280 | 6.0 |
| Excursion in Italian Countryside | 6.0 |
| Ippu Watanabe | 5.0 |
| Takuro Watanabe | 5.0 |
| Yoakum County | 6.0 |
| Trappe de Timadeuc | 6.0 |
| Époisses | 16.0 |
| Aitkin | 5.0 |
| Maestà of Sant'Agostino | 8.0 |
| Before I Go to Sleep | 23.0 |
| Dear Miss Lonelyhearts | 6.0 |
| Roland Arpin | 9.0 |
| Robert Pritzker | 8.0 |
| Li Yuanyu | 44.0 |
| Coprates quadrangle | 2.0 |
| Manuel Zozaya | 5.0 |
| Manuel Rojas Molina | 7.0 |
| Manuel Delgado Ruiz | 5.0 |
| Manuel do Nascimento Abreu | 5.0 |
| Q16268674 | 8.0 |
| Category:Deaths in Toano | 4.0 |
| Landelijke fietsroute 5 | 12.0 |
| Gardone Val Trompia | 10.0 |
| Ernst Franz Platen zu Hallermund | 5.0 |
| Justin Bailey | 5.0 |
| Justin Beriault | 5.0 |
| Justin Cooper | 6.0 |
| Justin Vaïsse | 6.0 |
| Nathan Malpass | 5.0 |
| Nathan Dahlberg | 6.0 |
| Amstenrade Castle: brick wall southwest of the gate to the vegetable garden | 6.0 |
| An Early Frost | 11.0 |
| Smile For Me | 5.0 |
| Time Distortion | 6.0 |
| Q11514720 | 6.0 |
| Marina Gilardoni | 6.0 |
| Marina Akulova | 8.0 |
| tantalum-182 | 4.0 |
| Bram Fischer | 10.0 |
| Henry George Fischer | 8.0 |
| Chelsea Girl | 7.0 |
| Bud Powell's Moods | 4.0 |
| Growing Up | 22.0 |
| Alan Garner | 25.0 |
| Q17217542 | 6.0 |
| Template:Redirect template | 1.0 |
| Anima Rossa | 6.0 |
| Q5835077 | 8.0 |
| Stay Gold | 22.0 |
| The Moth and the Flame | 18.0 |
| Ertan Demiri | 6.0 |
| Ohio State Route 450 | 8.0 |
| Iris Bay | 5.0 |
| MGM Grand Las Vegas | 6.0 |
| Cadillac Place | 6.0 |
| HHHR Tower | 5.0 |
| Alvadia | 3.0 |
| Fronteira | 6.0 |
| USS Samuel B. Roberts | 25.0 |
| Roger Osborne | 10.0 |
| Dan Severson | 10.0 |
| Wright Aeronautical | 3.0 |
| Flower | 77.0 |
| (73344) 2002 JT119 | 6.0 |
| 1993 IAAF World Cross Country Championships | 4.0 |
| Javier Muñoz Mustafá | 6.0 |
| Hugo Sánchez Portugal | 8.0 |
| Q11431386 | 6.0 |
| canton of Salies-du-Salat | 26.0 |
| Gary Woolsey | 5.0 |
| Q17334729 | 16.0 |
| Q19897620 | 7.0 |
| self-portrait in the nude | 15.0 |
| Q11661474 | 5.0 |
| East Singhbhum district | 3.0 |
| Saran district | 3.0 |
| Mamit district | 4.0 |
| Siddharthnagar district | 3.0 |
| Sindhudurg district | 4.0 |
| Gonda district | 3.0 |
| Pathanamthitta district | 4.0 |
| Alirajpur district | 4.0 |
| Fredonia | 7.0 |
| Mineichirō Adachi | 11.0 |
| pitcher | 5.0 |
| Q14326263 | 3.0 |
| William S. S. Willes | 5.0 |
| Amazing | 45.0 |
| Welcome to Heartbreak | 5.0 |
| Matsudaira Suketoshi | 6.0 |
| Q10892182 | 3.0 |
| canton of Laissac | 12.0 |
| Q11387497 | 5.0 |
| Q11659800 | 5.0 |
| Q1855763 | 4.0 |
| Sportpark Eschen-Mauren | 4.0 |
| Racecourse Ground | 6.0 |
| Benagéber | 6.0 |
| Wang Jun | 38.0 |
| Jonathan Duhamel | 5.0 |
| Jonathan Stokes | 8.0 |
| Jonathan Vervoort | 6.0 |
| Jonathan "Jazz" Russell | 6.0 |
| Vital Darbellay | 11.0 |
| Johann Gerhard König | 9.0 |
| Oretachi no Nirai Kanai | 6.0 |
| Solomon Hutcherson | 6.0 |
| Vener Galiev | 5.0 |
| Joe Moreira | 8.0 |
| Allan Weickert | 6.0 |
| Q16681870 | 13.0 |
| Q11635383 | 4.0 |
| Summer Eyes | 5.0 |
| Banksy | 13.0 |
| Henrietta Skerrett Montalba | 7.0 |
| Thomas Earp | 11.0 |
| Ole Sohn | 10.0 |
| Satomi Yoshihiro | 5.0 |
| Carlo Becchi | 7.0 |
| Q18953856 | 4.0 |
| Qian Weijun | 9.0 |
| Serpent's Path | 5.0 |
| Mauro Di Maggio | 6.0 |
| Mauro Bergamasco | 6.0 |
| Second Chorus | 19.0 |
| Sigurður Ragnar Eyjólfsson | 6.0 |
| Jatirejo | 3.0 |
| Purwodadi | 12.0 |
| Justin Speier | 5.0 |
| Přišimasy | 9.0 |
| Marina Antonazzoni | 7.0 |
| Piano Interpretations by Bud Powell | 5.0 |
| Q11281007 | 4.0 |
| Panoramic tower of La Duchère | 6.0 |
| Q11315798 | 4.0 |
| Ieke Moerdijk | 14.0 |
| Fermentelos | 3.0 |
| Carregueira | 3.0 |
| Ancede | 3.0 |
| União das Freguesias de Silveiros e Rio Covo (Santa Eulália) | 5.0 |
| Fushimi-no-miya Kunisuke-shinnō | 8.0 |
| (39099) 2000 WS12 | 5.0 |
| (39298) 2001 FV132 | 5.0 |
| John F. Bassett | 8.0 |
| Janice MacKinnon | 9.0 |
| Q11431344 | 6.0 |
| Q17340989 | 6.0 |
| Minamoto no Yoshiari | 16.0 |
| Q10916859 | 3.0 |
| Mette Karlsvik | 7.0 |
| Jonathan Hogg | 7.0 |
| Jonathan Larson | 10.0 |
| Rüdiger Vollborn | 7.0 |
| Pilar Jurado | 8.0 |
| Tokiwa Gozen | 8.0 |
| Mauro Formica | 8.0 |
| Mauro Calibani | 5.0 |
| 1947–48 Serie B | 5.0 |
| Wakana Kinoshita | 6.0 |
| Motoni Kinoshita | 6.0 |
| Assigny | 8.0 |
| Barjac | 24.0 |
| Nawaz Sharif | 13.0 |
| Samarkand | 23.0 |
| Southern German Jura | 1.0 |
| Marcelin Tamboulas | 6.0 |
| Otto I, Duke of Pomerania | 9.0 |
| Tamás Vígh | 5.0 |
| Williamson County | 12.0 |
| Jacob S. Coxey, Sr. | 9.0 |
| Perttu Hautala | 5.0 |
| Herrmannella | 3.0 |
| Felice and Boudleaux Bryant | 5.0 |
| Mainz | 36.0 |
| Sergei Rozanov | 15.0 |
| Ab Baars | 11.0 |
| Crisis | 59.0 |
| August Kappler | 9.0 |
| Jiří Baum | 10.0 |
| Nikifor Begichev | 5.0 |
| Ruurd Dirk Hoogland | 7.0 |
| Albert von Sack | 6.0 |
| Marcus Baker | 7.0 |
| Paule Bernard | 7.0 |
| Sebastian Snow | 5.0 |
| Macgregor Laird | 6.0 |
| Sebastián de Ocampo | 5.0 |
| Annie Royle Taylor | 7.0 |
| Cayetano Pignatelli, 3rd Marquis of Rubí | 6.0 |
| Charles R. Bentley | 8.0 |
| Grenchenberg | 5.0 |
| Q7631098 | 3.0 |
| Waisenhausplatz | 4.0 |
| Büren Castle | 5.0 |
| Rebévelier | 5.0 |
| Emmental administrative district | 47.0 |
| Jerry Laterza | 18.0 |
| Q2828863 | 5.0 |
| Heurelho Gomes | 12.0 |
| Eiður Guðjohnsen | 18.0 |
| Q4779185 | 7.0 |
| Older Office Lady: Using Her Seductive Tongue | 8.0 |
| St. Jacobi (Church : Greifswald, Germany) | 6.0 |
| Western Pomerania | 1.0 |
| Q10935925 | 3.0 |
| Q11138149 | 3.0 |
| Gabriela Schvartzman Muñoz | 5.0 |
| Gabriela Andersen-Schiess | 9.0 |
| Gabriela Dabrowski | 8.0 |
| Q10877075 | 3.0 |
| Iver Mysterud | 6.0 |
| Estadio Insular | 6.0 |
| Bever | 20.0 |
| Saint Boniface | 24.0 |
| Hermülheim | 4.0 |
| Ruhr Valley Railway | 9.0 |
| Holzhausen | 10.0 |
| Museum Kurhaus Kleve | 7.0 |
| Order of Merit of North Rhine-Westphalia | 4.0 |
| Q18574093 | 5.0 |
| Golf Resort Tycoon II | 8.0 |
| Betsey Wright | 7.0 |
| Bill Sarpalius | 11.0 |
| Richelsdorf | 3.0 |
| Q1380617 | 5.0 |
| Q2358753 | 3.0 |
| Q2596022 | 6.0 |
| St.-Anna-Kirche | 15.0 |
| Effolderbach | 3.0 |
| Holy Cross Church | 37.0 |
| Cappel | 12.0 |
| Q11092323 | 3.0 |
| Q11145764 | 3.0 |
| Q11081871 | 3.0 |
| Q13973940 | 3.0 |
| Altenkirchen | 14.0 |
| Q13774956 | 3.0 |
| John Blaikie | 6.0 |
| Antwerp | 61.0 |
| Q12039565 | 5.0 |
| Langenau | 13.0 |
| Putzkau | 3.0 |
| Don Alfonso | 6.0 |
| He Xiangning | 6.0 |
| Doroteo Flores | 13.0 |
| V čajové konvici | 5.0 |
| Nives Poli | 7.0 |
| Inez from Hollywood | 6.0 |
| Disraeli | 34.0 |
| Dorothy Adams | 7.0 |
| Wittichenau | 5.0 |
| Stadtpfarrkirche St. Nikolai | 7.0 |
| Dom St.Peter und Paul in Brandenburg | 6.0 |
| Vadu Pașii | 9.0 |
| Q11080727 | 3.0 |
| Grayfolded | 6.0 |
| Sarah Mary Fitton | 6.0 |
| Unterentfelden | 5.0 |
| IANA time zone | 2.0 |
| The Hunchback of Soho | 24.0 |
| Rock County | 11.0 |
| Bacchus and Ariadne | 103.0 |
| Hans-Georg von Seidel | 10.0 |
| Q4199586 | 6.0 |
| Adina Mandlová | 8.0 |
| Otto Toeplitz | 14.0 |
| Louise of Orléans | 17.0 |
| François Debeauvais | 9.0 |
| Archie Jackson | 7.0 |
| Dan Alderson | 5.0 |
| Ray Gravell | 9.0 |
| Christopher Hewett | 8.0 |
| Mário Juruna | 5.0 |
| Squadron 34 | 8.0 |
| Karen Carney | 12.0 |
| Karen Armstrong | 10.0 |
| Grivola | 5.0 |
| Melocactus | 4.0 |
| Antonio León Ortega | 7.0 |
| Anywhere Is | 6.0 |
| Shawo Township | 9.0 |
| (69590) 1998 EL8 | 5.0 |
| Q12280297 | 6.0 |
| Giuseppe Pennaroli | 8.0 |
| Wasyl Ciapiński | 7.0 |
| Rumilly | 15.0 |
| Torao Ōoka | 6.0 |
| Kaori Yuasa | 6.0 |
| Rio Hasegawa | 5.0 |
| The First Day of the Rest of Your Life | 22.0 |
| Bo Thomas | 5.0 |
| Bo Ralph | 9.0 |
| Q12340630 | 5.0 |
| Ray Petri | 5.0 |
| Hendrik C. van de Hulst | 11.0 |
| Charles Heycock | 5.0 |
| Peter Lawrenson | 9.0 |
| Richard Edwin Hills | 7.0 |
| Edward Littleton, 1st Baron Hatherton | 10.0 |
| Alexander Gordon, 4th Duke of Gordon | 11.0 |
| William Dickson Lang | 6.0 |
| Ghillean Prance | 7.0 |
| Robert McCance | 5.0 |
| Marco Foscarini | 13.0 |
| Stanley B. Prusiner | 15.0 |
| Archibald Primrose, 5th Earl of Rosebery | 13.0 |
| Charles Berkeley, 2nd Earl of Berkeley | 17.0 |
| John Barlow | 25.0 |
| Henry Hyde, 2nd Earl of Clarendon | 12.0 |
| Edwin H. Land | 14.0 |
| Henry Chamberlain Russell | 7.0 |
| Maurice FitzGerald, 18th Knight of Kerry | 8.0 |
| Isaac Todhunter | 14.0 |
| Roddam Narasimha | 9.0 |
| Frank Rose | 5.0 |
| Henry Elderfield | 7.0 |
| Richard R. Ernst | 15.0 |
| Guillaume Mazeas | 8.0 |
| James Rennie | 17.0 |
| Adrian John Brown | 9.0 |
| John Cunningham McLennan | 13.0 |
| Samuel Clarke | 16.0 |
| Robert Edward Bell | 12.0 |
| Worcester | 22.0 |
| October 18 | 4.0 |
| 5483 AM | 3.0 |
| Windmill British Cemetery | 6.0 |
| Conus tribblei | 4.0 |
| Hagar and the Angel | 25.0 |
| Wulfnoth Godwinson | 12.0 |
| Landeyrat | 10.0 |
| Saraband for Dead Lovers | 23.0 |
| The Young Ones | 35.0 |
| Dhul-Nun al-Misri | 17.0 |
| Edmund Beaufort, 2nd Duke of Somerset | 22.0 |
| Ōnaruto Bridge | 4.0 |
| meitnerium-268 | 4.0 |
| Gabrias | 5.0 |
| Antrenas | 5.0 |
| Angels' Story | 4.0 |
| Amulet | 9.0 |
| Jean de Breteuil | 6.0 |
| Claude-Jean Philippe | 9.0 |
| Arres | 8.0 |
| Haudonville | 5.0 |
| Xivry-Circourt | 5.0 |
| Beuvillers | 14.0 |
| Neuviller-lès-Badonviller | 5.0 |
| Audun-le-Roman | 13.0 |
| Maxéville | 7.0 |
| Kerbach | 5.0 |
| Saint-Privat-la-Montagne | 5.0 |
| Les Étangs | 5.0 |
| Secourt | 4.0 |
| Chlothar I | 26.0 |
| Marguerite d'Évreux | 11.0 |
| 1572 | 8.0 |
| Gediz | 3.0 |
| Saint-Omer-Capelle | 4.0 |
| Estrée | 4.0 |
| Heuchin | 4.0 |
| Avondance | 4.0 |
| La Thieuloye | 4.0 |
| Condette | 4.0 |
| FH1 | 4.0 |
| Psammphiletria | 3.0 |
| Life Before Insanity | 5.0 |
| Esquièze-Sère | 5.0 |
| Capvern | 5.0 |
| Boulin | 5.0 |
| canton of Pouyastruc | 32.0 |
| Bize | 9.0 |
| Salles-Adour | 5.0 |
| Aventignan | 5.0 |
| Arzacq-Arraziguet | 4.0 |
| Higuères-Souye | 4.0 |
| Ossau Valley | 4.0 |
| Sainte-Colome | 4.0 |
| Navarrenx | 7.0 |
| Mirepeix | 4.0 |
| Soghad | 4.0 |
| Marie Ephrem Garrelon | 8.0 |
| Cousin Cousine | 18.0 |
| Charlie Dingo | 12.0 |
| Sant Llorenç de Morunys | 7.0 |
| The Chronicles | 3.0 |
| Expresul de Buftea | 8.0 |
| Oberbüren | 14.0 |
| Battle of Neretva | 31.0 |
| Giulia Gam | 5.0 |
| Beaumont-de-Lomagne | 5.0 |
| 2014 Australian Open – men's singles | 3.0 |
| Gaston Chevrolet | 8.0 |
| Q13566998 | 6.0 |
| Sandalj Hranić | 8.0 |
| Bill Vukovich | 10.0 |
| Anastasia of Serbia | 9.0 |
| Olost | 11.0 |
| canton of Rohan | 11.0 |
| Ametastegia | 3.0 |
| Q11150930 | 3.0 |
| Q13727103 | 3.0 |
| Q13743976 | 3.0 |
| Q13925941 | 3.0 |
| Q13928620 | 3.0 |
| Q13946518 | 3.0 |
| Q13983027 | 3.0 |
| Q13984146 | 3.0 |
| Q13985030 | 3.0 |
| Q14184366 | 3.0 |
| Fu'an Economic Development Zone | 3.0 |
| Moshan | 3.0 |
| Tianbao Forest Farm | 3.0 |
| Philipp Dirr | 5.0 |
| Ferdinand Liebermann | 7.0 |
| Georg Kemper | 8.0 |
| Hannes Steinert | 6.0 |
| Marianne Rousselle | 8.0 |
| Filippo della Valle | 7.0 |
| Serge Mangin | 7.0 |
| José María Sá Lemos | 7.0 |
| Friedrich August Theodor Dietrich | 7.0 |
| Heinrich Pohlmann | 6.0 |
| Karl Hänny | 7.0 |
| Peter Briggs | 17.0 |
| Andrea Gill | 6.0 |
| Gabriël Sterk | 6.0 |
| Albéric Collin | 7.0 |
| Maurice Rogerol | 8.0 |
| Astrid Rietz | 5.0 |
| Joaquín Torres-García | 12.0 |
| Innocenzo Fraccaroli | 8.0 |
| Michael Sailstorfer | 9.0 |
| Ela Venbroek-Franczyk | 5.0 |
| Henri Gourgouillon | 5.0 |
| Noël Pasquier | 5.0 |
| Gino Micheli | 6.0 |
| Carmelo Cappello | 7.0 |
| Adam Rammelmeyer | 7.0 |
| Frans Wuytack | 7.0 |
| Franz Anton von Zauner | 5.0 |
| Georg Wiese | 6.0 |
| Ingrid Steininger | 5.0 |
| Fred Mennens | 5.0 |
| Grigoriy Myasoyedov | 7.0 |
| Carlos Santiago Mérida | 8.0 |
| Cesare Antonio Canavese | 6.0 |
| Franz Sautner | 6.0 |
| Alfredo Torán | 8.0 |
| Syrius Eberle | 8.0 |
| Oronzo Abbatecola | 8.0 |
| Jacques Bernus | 5.0 |
| Eugen Eckert | 14.0 |
| Jeff Koons | 14.0 |
| Marin-Nicolas Jadoulle | 6.0 |
| Nanni di Bartolo | 5.0 |
| Ferruccio Ferrazzi | 8.0 |
| Chris Ofili | 10.0 |
| Francis Delivré | 5.0 |
| C. Paul Jennewein | 9.0 |
| Ramón Rogent | 9.0 |
| Arcangelo Ianelli | 6.0 |
| Robert Stigell | 6.0 |
| Heinrich Brabender | 9.0 |
| David Adickes | 6.0 |
| Fokion Rok | 5.0 |
| Stefan Esterbauer | 5.0 |
| Henri-Léon Gréber | 9.0 |
| Adolf Brütt | 8.0 |
| Valeriano Trubbiani | 6.0 |
| Buon Gesù | 5.0 |
| El Atazar Reservoir | 6.0 |
| Kernascléden | 7.0 |
| Anna Abrikosova | 8.0 |
| Zarrinabad District | 2.0 |
| Norm Van Lier | 12.0 |
| Pierre Pollak | 5.0 |
| The Church on Cumberland Road | 5.0 |
| Ferdinand Hotový | 6.0 |
| Richard Diamond, Private Detective, season 2 | 5.0 |
| José Mariano Mociño | 8.0 |
| Richard Frothingham, Jr. | 13.0 |
| Q4133711 | 5.0 |
| Vagif Farzaliyev | 6.0 |
| Vayrac | 5.0 |
| Snježana Kordić | 28.0 |
| Isaac Gálvez | 10.0 |
| Maurice Lippens | 20.0 |
| Alexandre Galopin | 8.0 |
| 1910 Finnish football championship | 5.0 |
| Bjørn Wirkola | 14.0 |
| Ferdinande von Brackel | 7.0 |
| Rational Youth | 2.0 |
| Chromatics | 2.0 |
| The Platinum Collection | 68.0 |
| Svetlana Baskova | 8.0 |
| Q15634970 | 3.0 |
| John Curtis | 53.0 |
| LG Twins | 2.0 |
| Salem-Keizer Volcanoes | 2.0 |
| Akinobu Uraka | 7.0 |
| Kōji Takeda | 5.0 |
| Kotani Sumiyuki | 6.0 |
| Q17095892 | 4.0 |
| Germain Iglesias | 5.0 |
| Poecilopsettidae | 3.0 |
| Mathieu Ravignat | 8.0 |
| Al-Khayzuran | 5.0 |
| Mieke Senftleben | 7.0 |
| Rainer Funke | 10.0 |
| Horst Armbrust | 7.0 |
| Elsa Friederike Wilhelmine Teuffert | 9.0 |
| Thomas Fehling | 7.0 |
| Johann Peter Brandenburg | 12.0 |
| Ribera Alta | 46.0 |
| Marc Cordeel | 8.0 |
| Ornithosuchidae | 3.0 |
| Greg Stiemsma | 15.0 |
| Ed Mikan | 15.0 |
| Henry Phillips | 12.0 |
| Lockwood West | 6.0 |
| Sigurd Evensmo | 11.0 |
| Q3091427 | 5.0 |
| Ferocactus chrysacanthus | 4.0 |
| Jay Novello | 8.0 |
| Death Walks in Laredo | 7.0 |
| Q17356114 | 5.0 |
| Isaac Rosa Camacho | 7.0 |
| Jaume Bru i Vidal | 6.0 |
| Sergio Massa | 12.0 |
| Florencio Varela | 12.0 |
| Q6043822 | 8.0 |
| Rubén González Cárdenas | 5.0 |
| 33 dead | 8.0 |
| Wáshington Delgado Tresierra | 11.0 |
| Alejandro Maristany y Guasch | 5.0 |
| Julio Barrenechea | 6.0 |
| Jean Meyer | 29.0 |
| Héctor Ruiz Núñez | 6.0 |
| Víctor Montoya | 8.0 |
| Ana María Anton | 6.0 |
| María Julia Alsogaray | 11.0 |
| Putin elected to third term; observers express concern | 5.0 |
| Cayo Lara | 9.0 |
| Francisco Agustín Tárrega | 5.0 |
| Marosa di Giorgio | 7.0 |
| Miguel Ángel Rangel | 8.0 |
| Funeral of Pope John Paul II takes place | 5.0 |
| María Sofía Castro Romero | 8.0 |
| Luis Quiñones de Benavente | 9.0 |
| Gilberto Owen | 8.0 |
| Mayra Santos-Febres | 9.0 |
| Elsa Cross | 9.0 |
| Julián Domínguez | 10.0 |
| Eduardo Barredo | 5.0 |
| Mauricio-José Schwarz | 5.0 |
| The Newsie and the Lady | 12.0 |
| Jorge Francisco Sotomayor | 9.0 |
| Mario Benedetti | 25.0 |
| Alejandro Gutiérrez Gutiérrez | 8.0 |
| Valentí Almirall i Llozer | 10.0 |
| Emilio Palomo Aguado | 5.0 |
| Delia Fiallo | 5.0 |
| Autumn Sun | 6.0 |
| Quince Duncan | 5.0 |
| French journalist held hostage in Iraq freed | 5.0 |
| 7 mujeres, 1 homosexual y Carlos | 7.0 |
| Miguel Capistrán | 6.0 |
| Nagykáta | 5.0 |
| Lorne J. Acquin | 5.0 |
| Washington and Lee University School of Law | 3.0 |
| Nando mo Yume no Naka de Kurikaesu Love Song/Afureru Omoi | 6.0 |
| township of Myanmar | 4.0 |
| My Name Is Khan | 24.0 |
| The Day After Judgment | 8.0 |
| The Pool of the Black One | 13.0 |
| Riverworld | 3.0 |
| Eldest | 10.0 |
| The Frost-Giant's Daughter | 8.0 |
| The Sleeping and the Dead | 6.0 |
| Coliseum Building | 9.0 |
| Q14102039 | 3.0 |
| Fabrizio Poletti | 8.0 |
| Gianni Rivera | 19.0 |
| Auguste Anicet-Bourgeois | 12.0 |
| I Am a Camera | 15.0 |
| Raoul and the Kings of Spain | 10.0 |
| Elina Anttilainen | 5.0 |
| Elina du Rietz | 5.0 |
| Q3704976 | 5.0 |
| Giana Anguissola | 7.0 |
| Afghanistan–Tajikistan border | 5.0 |
| Bolivia–Chile border | 4.0 |
| Liberia–Sierra Leone border | 5.0 |
| Q10867215 | 3.0 |
| Q10943068 | 3.0 |
| Renmin Road Subdistrict, Jiujiang | 3.0 |
| Freaked | 23.0 |
| Renzo Ragazzi | 6.0 |
| Alfonso II d'Este | 8.0 |
| Shadow of Night | 9.0 |
| 2294 | 4.0 |
| 6194 | 4.0 |
| 7762 | 4.0 |
| 2088 | 7.0 |
| 3414 | 4.0 |
| 2904 | 4.0 |
| 3606 | 4.0 |
| 2162 | 5.0 |
| 9586 | 4.0 |
| 1090 | 8.0 |
| 2136 | 7.0 |
| 7252 | 4.0 |
| 8304 | 4.0 |
| 4032 | 5.0 |
| 9030 | 4.0 |
| 1512 | 8.0 |
| 3210 | 4.0 |
| 6240 | 4.0 |
| 296 | 8.0 |
| Helen Craig | 6.0 |
| Helen Jones | 11.0 |
| Helen Schulman | 7.0 |
| Nizami Pashayev | 7.0 |
| Karl Hipfinger | 8.0 |
| Oleksiy Torokhtiy | 8.0 |
| Laurie Hernandez | 6.0 |
| Walter Bach | 6.0 |
| Kenzo Shirai | 6.0 |
| Laura Jurca | 6.0 |
| Vitaly Scherbo | 9.0 |
| Arthur Townsend | 10.0 |
| John Tarrant | 4.0 |
| Lyudmila Petrova | 8.0 |
| Elva Dryer | 6.0 |
| Benjamin Maiyo | 5.0 |
| Georg Østerholt | 6.0 |
| Maciej Banaszak | 5.0 |
| Fengshan | 3.0 |
| Gerardo Landriani Capitani | 7.0 |
| Conophytum obcordellum | 3.0 |
| Lewis and Clark County | 4.0 |
| Canadian County | 5.0 |
| Artur Greive | 6.0 |
| Q834727 | 6.0 |
| Gerhard Helbig | 17.0 |
| Alessandro Torri | 8.0 |
| Paul Kußmaul | 7.0 |
| Anne Katrine Frihagen | 6.0 |
| Vincenzio Nannucci | 7.0 |
| Uwe Böker | 6.0 |
| Brian Freeman | 13.0 |
| Da Nang | 6.0 |
| Greg Howard | 19.0 |
| Thomas Mellon | 8.0 |
| Q11181146 | 3.0 |
| Donald R. Haurin | 5.0 |
| Donald Yamamoto | 7.0 |
| Don Cameron | 48.0 |
| Donald Dell | 10.0 |
| Donald Calthrop | 8.0 |
| Donald Charles Baldwin | 5.0 |
| Don Beyer | 10.0 |
| Landscape, Branchville | 5.0 |
| James Archer | 25.0 |
| group portrait | 1.0 |
| Giovanna Bellelli | 7.0 |
| Q17492376 | 7.0 |
| Q17492608 | 8.0 |
| Square portrait of Pieter Jacobsz Olycan | 9.0 |
| Richard Westall | 6.0 |
| Q3399523 | 6.0 |
| This Corner Don’t Pay | 13.0 |
| A Country Lad | 20.0 |
| Seated Bather | 5.0 |
| Yoryi Morel | 5.0 |
| Portrait Study | 9.0 |
| The Poet Philippe Soupault | 8.0 |
| Portrait of Cornelis de Witt (1623-72), Burgomaster of Dordrecht and lord lieutenant of Putten | 10.0 |
| George Francis Joseph | 5.0 |
| Heinrich Dohm | 5.0 |
| Portrait of Tieleman Roosterman | 7.0 |
| Léon Bonnat | 17.0 |
| Portrait of Michiel Jansz. van Middelhoven | 8.0 |
| Prince Hoare | 7.0 |
| Christoph Metzler | 9.0 |
| Reinhold Einwallner | 9.0 |
| Q14865205 | 9.0 |
| Kimon Koulouris | 10.0 |
| Sophocles Venizelos | 20.0 |
| Konstantinos Stefanakis | 12.0 |
| Amaryllis | 20.0 |
| The Beginning | 56.0 |
| Fredrikssons fabrikk – The movie | 5.0 |
| Q11131360 | 3.0 |
| René Graciet | 9.0 |
| Thierry Sandre | 10.0 |
| Q17224485 | 5.0 |
| Crane Yu | 5.0 |
| Mina Taniyama | 5.0 |
| Atsuo Sawada | 6.0 |
| Masakatsu Funaki | 7.0 |
| Diogo da Costa Oliveira | 5.0 |
| Béla Imrédy | 11.0 |
| Stuartina | 3.0 |
| Kadaru Nagabhushanam | 7.0 |
| Volgograd | 36.0 |
| Aayutha Ezhuthu | 16.0 |
| Alaipayuthey | 12.0 |
| S. P. B. Charan | 8.0 |
| Sidharth Bharathan | 7.0 |
| Sarvepalli Radhakrishnan | 19.0 |
| Hannan Majid | 6.0 |
| 1892 Wimbledon Championships – gentlemen's singles | 4.0 |
| Gaoxin | 3.0 |
| Q16065309 | 6.0 |
| George Bugliarello | 5.0 |
| Nanda Lwin | 7.0 |
| Mami Suzuki | 7.0 |
| Q10944741 | 3.0 |
| Q11096205 | 3.0 |
| Stříbro | 20.0 |
| Q17341343 | 5.0 |
| Q17443680 | 5.0 |
| Q17599109 | 7.0 |
| Q17615804 | 5.0 |
| Simona Sodini | 6.0 |
| Angelo Roth | 9.0 |
| Q3823496 | 8.0 |
| Crossing Over | 28.0 |
| Emil Kremenliev | 16.0 |
| Giorgio Vasari | 23.0 |
| Benny Beimer | 15.0 |
| Pocona Municipality | 3.0 |
| Q11610582 | 5.0 |
| Nakayama Station | 8.0 |
| Corbère | 11.0 |
| Tim Maculan | 6.0 |
| Tim Hölscher | 6.0 |
| Tim Greve | 11.0 |
| Tim Braeutigam | 5.0 |
| Tim & Bob | 7.0 |
| Tim Hughes | 7.0 |
| Tim B. Heaton | 7.0 |
| Tim Lankester | 7.0 |
| Millas | 15.0 |
| canton of Latour-de-France | 14.0 |
| Ladislaus, Count Esterházy | 10.0 |
| Etel Adnan | 13.0 |
| African Cookbook | 4.0 |
| Parliament of Western Australia | 4.0 |
| Hubert Nuss | 8.0 |
| Hubert van Asch van Wijck | 6.0 |
| Hubert Doggart | 7.0 |
| Q10870299 | 3.0 |
| Q3576869 | 13.0 |
| Ballesteros | 4.0 |
| Lal-lo | 4.0 |
| Walram, Count of Jülich | 5.0 |
| San Andres | 15.0 |
| Q9632926 | 5.0 |
| Castellcir | 12.0 |
| Geraldine Chaplin | 18.0 |
| Giuseppe Tartini | 10.0 |
| Cryptocephalus | 3.0 |
| James Berardinelli | 7.0 |
| The Law and Jake Wade | 15.0 |
| Marianne Koller-Bohl | 7.0 |
| Christiane Langenberger | 11.0 |
| James Fazy | 14.0 |
| Hermann Liechti | 11.0 |
| Maurice Péquignot | 9.0 |
Motif finding example
We can use the find-method to specify and search for simple motifs (https://graphframes.github.io/graphframes/docs/_site/api/scala/org/graphframes/GraphFrame.html#find(pattern:String):org.apache.spark.sql.DataFrame). Let's start by looking for some cycles:
//val allTwoCycles = List("(a)-[r1]->(b); (a)-[r2]->(c)", "(a)-[r1]->(b); (b)-[r2]->(a)", "(a)-[r1]->(b); (b)-[r2]->(c)", "(a)-[r1]->(b); (c)-[r2]->(a)", "(a)-[r1]->(b); (c)-[r2]->(b)", "(a)-[r1]->(c); (b)-[r2]->(a)", "(a)-[r1]->(c); (b)-[r2]->(c)", "(a)-[r1]->(c); (c)-[r2]->(a)", "(a)-[r1]->(c); (c)-[r2]->(b)", "(b)-[r1]->(a); (b)-[r2]->(c)", "(b)-[r1]->(a); (c)-[r2]->(a)", "(b)-[r1]->(a); (c)-[r2]->(b)", "(b)-[r1]->(c); (c)-[r2]->(a)", "(b)-[r1]->(c); (c)-[r2]->(b)", "(c)-[r1]->(a); (c)-[r2]->(b)")
/*val twoCycles1 = graph.find("(a)-[r1]->(b); (b)-[r2]->(a)") // Find symmetric motifs
val twoCycles2 = graph.find("")
display(twoCycles)*/
//val allThreeCycles = List("(a)-[r1]->(b); (a)-[r2]->(c); (b)-[r3]->(a)", "(a)-[r1]->(b); (a)-[r2]->(c); (b)-[r3]->(c)", "(a)-[r1]->(b); (a)-[r2]->(c); (c)-[r3]->(a)", "(a)-[r1]->(b); (a)-[r2]->(c); (c)-[r3]->(b)", "(a)-[r1]->(b); (b)-[r2]->(a); (b)-[r3]->(c)", "(a)-[r1]->(b); (b)-[r2]->(a); (c)-[r3]->(a)", "(a)-[r1]->(b); (b)-[r2]->(a); (c)-[r3]->(b)", "(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(a)", "(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(b)", "(a)-[r1]->(b); (c)-[r2]->(a); (c)-[r3]->(b)", "(a)-[r1]->(c); (b)-[r2]->(a); (b)-[r3]->(c)", "(a)-[r1]->(c); (b)-[r2]->(a); (c)-[r3]->(a)", "(a)-[r1]->(c); (b)-[r2]->(a); (c)-[r3]->(b)", "(a)-[r1]->(c); (b)-[r2]->(c); (c)-[r3]->(a)", "(a)-[r1]->(c); (b)-[r2]->(c); (c)-[r3]->(b)", "(a)-[r1]->(c); (c)-[r2]->(a); (c)-[r3]->(b)", "(b)-[r1]->(a); (b)-[r2]->(c); (c)-[r3]->(a)", "(b)-[r1]->(a); (b)-[r2]->(c); (c)-[r3]->(b)", "(b)-[r1]->(a); (c)-[r2]->(a); (c)-[r3]->(b)", "(b)-[r1]->(c); (c)-[r2]->(a); (c)-[r3]->(b)")
val twoCycles1 = graph.find("(a)-[r1]->(b); (b)-[r2]->(c)")
val twoCycles2 = graph.find("(a)-[r1]->(b); (c)-[r3]->(a)") // Note
val twoCycles3 = graph.find("(b)-[r2]->(c); (c)-[r3]->(a)")
val threeCycles = graph.find("(a)-[r1]->(b); (b)-[r2]->(c); (c)-[r3]->(a)")
twoCycles1: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 3 more fields]
twoCycles2: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 3 more fields]
twoCycles3: org.apache.spark.sql.DataFrame = [b: struct<id: string>, r2: struct<src: string, rel: string ... 1 more field> ... 3 more fields]
threeCycles: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 4 more fields]
display(threeCycles)
display(twoCycles1)
twoCycles1.show()
+--------------------+--------------------+--------------------+--------------------+--------------------+
| a| r1| b| r2| c|
+--------------------+--------------------+--------------------+--------------------+--------------------+
| {& Yet & Yet}|{& Yet & Yet, fol...|{Goodbye Enemy Ai...|{Goodbye Enemy Ai...| {& Yet & Yet}|
|{You, You're a Hi...|{You, You're a Hi...|{Winter Hymn Coun...|{Winter Hymn Coun...| {& Yet & Yet}|
| {& Yet & Yet}|{& Yet & Yet, fol...|{Winter Hymn Coun...|{Winter Hymn Coun...| {& Yet & Yet}|
| {(10499) 1986 RN5}|{(10499) 1986 RN5...| {10498 Bobgent}|{10498 Bobgent, f...| {(10499) 1986 RN5}|
| {(10497) 1986 RQ}|{(10497) 1986 RQ,...| {10498 Bobgent}|{10498 Bobgent, f...| {(10499) 1986 RN5}|
| {(10499) 1986 RN5}|{(10499) 1986 RN5...| {10500 Nishi-koen}|{10500 Nishi-koen...| {(10499) 1986 RN5}|
| {10501 Ardmacha}|{10501 Ardmacha, ...| {10500 Nishi-koen}|{10500 Nishi-koen...| {(10499) 1986 RN5}|
| {11056 Volland}|{11056 Volland, f...| {(11057) 1991 NL}|{(11057) 1991 NL,...| {(11058) 1991 PN10}|
| {(11058) 1991 PN10}|{(11058) 1991 PN1...| {(11057) 1991 NL}|{(11057) 1991 NL,...| {(11058) 1991 PN10}|
| {(11058) 1991 PN10}|{(11058) 1991 PN1...|{11059 Nulliusinv...|{11059 Nulliusinv...| {(11058) 1991 PN10}|
| {(11060) 1991 RA13}|{(11060) 1991 RA1...|{11059 Nulliusinv...|{11059 Nulliusinv...| {(11058) 1991 PN10}|
| {(117404) 2005 AC9}|{(117404) 2005 AC...| {(117403) 2005 AO8}|{(117403) 2005 AO...| {(117404) 2005 AC9}|
| {(13020) 1988 PW2}|{(13020) 1988 PW2...| {(13021) 1988 RY5}|{(13021) 1988 RY5...| {(13020) 1988 PW2}|
| {(13022) 1988 RL9}|{(13022) 1988 RL9...| {(13021) 1988 RY5}|{(13021) 1988 RY5...| {(13020) 1988 PW2}|
|{(136198) 2003 UJ...|{(136198) 2003 UJ...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
| {Apple of Discord}|{Apple of Discord...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
| {(136200) 2003 VS5}|{(136200) 2003 VS...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
| {Dysnomia}|{Dysnomia, parent...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
| {Eris}|{Eris, named afte...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
| {Iliad}|{Iliad, character...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|
+--------------------+--------------------+--------------------+--------------------+--------------------+
only showing top 20 rows
Now, we should count how often this the TwoCycle motif we had is a submotif of the ThreeCycle we were looking for.
We have 20*15 = 3000 different combinations of submotifs. With each TwoCycle motif pattern taking approximately 2 minutes, and each ThreeCycle motif taking about X minutes, we would need quite some time to process all of this.
twoCycles1.createOrReplaceTempView("twoCycles1")
threeCycles.createOrReplaceTempView("threeCycles")
command-2098477901282047:1: warning: method registerTempTable in class Dataset is deprecated (since 2.0.0): Use createOrReplaceTempView(viewName) instead.
twoCycles1.registerTempTable("twoCycles1")
^
command-2098477901282047:2: warning: method registerTempTable in class Dataset is deprecated (since 2.0.0): Use createOrReplaceTempView(viewName) instead.
threeCycles.registerTempTable("threeCycles")
^
var xx_ = sqlContext.sql(
"""
SELECT r1.rel from threeCycles LIMIT 10
""")
val xx = xx_
xx.show()
+----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
| a| r1| b| r2| c| r3|
+----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
| {Nina Yankovic}|{Nina Yankovic, f...|{"Weird Al" Yanko...|{"Weird Al" Yanko...|{"Weird Al" Yanko...|{"Weird Al" Yanko...|
| {Nina Yankovic}|{Nina Yankovic, m...| {Suzanne Yankovic}|{Suzanne Yankovic...|{"Weird Al" Yanko...|{"Weird Al" Yanko...|
| {Eris}|{Eris, named afte...| {Eris}|{Eris, follows, (...|{(136198) 2003 UJ...|{(136198) 2003 UJ...|
|{clarithromycin}|{clarithromycin, ...| {chlorpromazine}|{chlorpromazine, ...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {dofetilide}|{dofetilide, sign...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {dronedarone}|{dronedarone, sig...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {sevoflurane}|{sevoflurane, sig...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {disopyramide}|{disopyramide, si...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {thioridazine}|{thioridazine, si...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
|{clarithromycin}|{clarithromycin, ...| {bepridil}|{bepridil, signif...| {(RS)-sulpiride}|{(RS)-sulpiride, ...|
+----------------+--------------------+--------------------+--------------------+--------------------+--------------------+
xx_: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 4 more fields]
xx: org.apache.spark.sql.DataFrame = [a: struct<id: string>, r1: struct<src: string, rel: string ... 1 more field> ... 4 more fields]
var res = sqlContext.sql(
"""
WITH t1 as (
), t2 as (
)
SELECT t1.r1.rel AS rel1, t1.r2.rel AS rel2, COUNT(*) AS total2cycles, COUNT_IF(t1.r3 IS NOT NULL) AS total3cycles, COUNT_IF(t1.r3 IS NOT NULL)/COUNT(*) freq FROM threeCycles t1
LEFT JOIN twoCycles1 t2 WHERE t1.r1 = t2.r1 AND t1.r2 = t2.r2
GROUP BY rel1, rel2
ORDER BY total2cycles, total3cycles DESC
"""
)
val result = res.toDF()
res: org.apache.spark.sql.DataFrame = [rel1: string, rel2: string ... 3 more fields]
result: org.apache.spark.sql.DataFrame = [rel1: string, rel2: string ... 3 more fields]
result.show()
var res = sqlContext.sql("""describe twoCycles1;""")
+--------+--------------------+-------+
|col_name| data_type|comment|
+--------+--------------------+-------+
| a| struct<id:string>| null|
| r1|struct<src:string...| null|
| b| struct<id:string>| null|
| r2|struct<src:string...| null|
| c| struct<id:string>| null|
+--------+--------------------+-------+
res: org.apache.spark.sql.DataFrame = [col_name: string, data_type: string ... 1 more field]
result: org.apache.spark.sql.DataFrame = [col_name: string, data_type: string ... 1 more field]
val res = sqlContext.sql("""SELECT t2.r1.rel as rel1, t2.r2.rel as rel2, COUNT(*) as freq
FROM twoCycles1 t2
GROUP BY t2.r1.rel, t2.r2.rel
ORDER BY COUNT(*) DESC LIMIT 1000""")
var result = res.toDF()
//result.show()
res: org.apache.spark.sql.DataFrame = [rel1: string, rel2: string ... 1 more field]
result: org.apache.spark.sql.DataFrame = [rel1: string, rel2: string ... 1 more field]
display(result)
| rel1 | rel2 | freq |
|---|---|---|
| country of citizenship | diplomatic relation | 3.6845941e7 |
| country of citizenship | contains the administrative territorial entity | 3.474579e7 |
| country of citizenship | member of | 2.1953345e7 |
| located in the administrative territorial entity | contains the administrative territorial entity | 1.4476948e7 |
| country of citizenship | head of government | 1.3609197e7 |
| country | contains the administrative territorial entity | 1.1929348e7 |
| country of citizenship | shares border with | 1.1911693e7 |
| instance of | has quality | 9121996.0 |
| given name | said to be the same as | 8206101.0 |
| country of citizenship | instance of | 8196974.0 |
| instance of | subclass of | 8151582.0 |
| country | member of | 8103113.0 |
| place of birth | twinned administrative body | 7145829.0 |
| country | diplomatic relation | 5864592.0 |
| country of citizenship | located in time zone | 5828225.0 |
| country of citizenship | head of state | 5780061.0 |
| country of citizenship | public holiday | 5258937.0 |
| given name | instance of | 5123325.0 |
| place of death | twinned administrative body | 4732618.0 |
| sex or gender | instance of | 4537175.0 |
| country | shares border with | 4469662.0 |
| instance of | instance of | 3607693.0 |
| given name | cast member | 3454064.0 |
| place of birth | instance of | 3266484.0 |
| country | head of government | 2855223.0 |
| place of birth | shares border with | 2779517.0 |
| place of birth | contains the administrative territorial entity | 2731338.0 |
| country of origin | contains the administrative territorial entity | 2619940.0 |
| country | instance of | 2401432.0 |
| country of citizenship | significant event | 2379485.0 |
| country of citizenship | basic form of government | 2227962.0 |
| place of death | instance of | 2197456.0 |
| occupation | subclass of | 2161319.0 |
| place of death | shares border with | 1960567.0 |
| place of death | contains the administrative territorial entity | 1956518.0 |
| country of citizenship | capital | 1865572.0 |
| place of birth | located in the administrative territorial entity | 1848343.0 |
| country of citizenship | currency | 1843623.0 |
| occupation | instance of | 1840727.0 |
| country of citizenship | named after | 1834131.0 |
| instance of | part of | 1825832.0 |
| country | head of state | 1804817.0 |
| country | public holiday | 1786217.0 |
| instance of | has part(s) | 1736134.0 |
| country of citizenship | country | 1635289.0 |
| place of birth | country | 1592470.0 |
| country of citizenship | official language | 1572134.0 |
| Unknown | Unknown | 1569880.0 |
| instance of | described by source | 1544568.0 |
| shares border with | shares border with | 1523858.0 |
| occupation | field of this occupation | 1517986.0 |
| instance of | from narrative universe | 1512788.0 |
| sex or gender | subclass of | 1512549.0 |
| sex or gender | opposite of | 1512543.0 |
| sex or gender | has quality | 1512303.0 |
| located in the administrative territorial entity | shares border with | 1511411.0 |
| instance of | parent taxon | 1510746.0 |
| instance of | taxon rank | 1510726.0 |
| instance of | IUCN conservation status | 1510559.0 |
| instance of | temporal range start | 1510476.0 |
| place of birth | cast member | 1508243.0 |
| country of citizenship | continent | 1488771.0 |
| country | located in time zone | 1449704.0 |
| place of death | cast member | 1411605.0 |
| place of birth | head of government | 1336109.0 |
| country of citizenship | legislative body | 1332780.0 |
| located in the administrative territorial entity | instance of | 1315206.0 |
| country of origin | head of government | 1295136.0 |
| country of citizenship | anthem | 1259140.0 |
| country of citizenship | category for films shot at this location | 1233355.0 |
| country of citizenship | category for people who died here | 1212172.0 |
| country of citizenship | topic's main Wikimedia portal | 1194512.0 |
| country of citizenship | highest point | 1163936.0 |
| country of citizenship | category of associated people | 1159180.0 |
| country of citizenship | cast member | 1155091.0 |
| cast member | occupation | 1122209.0 |
| given name | sex or gender | 1093022.0 |
| country of citizenship | part of | 1081929.0 |
| place of death | head of government | 1079092.0 |
| place of death | located in the administrative territorial entity | 1035264.0 |
| country of origin | diplomatic relation | 1030281.0 |
| given name | occupation | 1024401.0 |
| country of origin | member of | 1008284.0 |
| country of citizenship | follows | 983236.0 |
| place of death | country | 932869.0 |
| located in the administrative territorial entity | located in the administrative territorial entity | 929307.0 |
| country of citizenship | has part(s) | 922686.0 |
| member of political party | instance of | 910989.0 |
| country of citizenship | flag | 883127.0 |
| located in the administrative territorial entity | twinned administrative body | 852303.0 |
| located in the administrative territorial entity | country | 844371.0 |
| given name | given name | 825204.0 |
| country | currency | 759818.0 |
| member of political party | political ideology | 746941.0 |
| cast member | instance of | 717412.0 |
| given name | country of citizenship | 704267.0 |
| country of citizenship | located in the administrative territorial entity | 702098.0 |
| cast member | sex or gender | 699041.0 |
| country of origin | shares border with | 698140.0 |
| member of political party | chairperson | 685513.0 |
| country of citizenship | highest judicial authority | 664496.0 |
| cast member | country of citizenship | 659000.0 |
| given name | language of work or name | 647382.0 |
| given name | genre | 637148.0 |
| country of citizenship | office held by head of government | 634386.0 |
| member of political party | country | 633650.0 |
| cast member | given name | 602899.0 |
| given name | name day | 597017.0 |
| country | official language | 571866.0 |
| located on street | instance of | 562221.0 |
| given name | Unknown | 554299.0 |
| located on street | located in the administrative territorial entity | 552585.0 |
| located on street | country | 551394.0 |
| work location | twinned administrative body | 547239.0 |
| member of political party | headquarters location | 539811.0 |
| country | continent | 538245.0 |
| place of birth | category for people who died here | 529260.0 |
| cast member | place of birth | 525771.0 |
| country | capital | 516387.0 |
| country | country | 511466.0 |
| given name | director | 503056.0 |
| given name | country | 498476.0 |
| participant in | participant | 493721.0 |
| given name | original language of film or TV show | 491981.0 |
| located in the administrative territorial entity | contains settlement | 491103.0 |
| given name | located in the administrative territorial entity | 488485.0 |
| given name | country of origin | 475371.0 |
| country | highest point | 475254.0 |
| given name | place of birth | 473562.0 |
| located on street | location | 467145.0 |
| country | basic form of government | 454138.0 |
| country of citizenship | patron saint | 450341.0 |
| country of origin | located in time zone | 448994.0 |
| given name | present in work | 437905.0 |
| place of birth | located in time zone | 435150.0 |
| country | legislative body | 423573.0 |
| occupation | cast member | 418266.0 |
| country | significant event | 417636.0 |
| work location | contains the administrative territorial entity | 417171.0 |
| country of origin | instance of | 415518.0 |
| country | category for films shot at this location | 409430.0 |
| country | anthem | 405352.0 |
| located in the administrative territorial entity | cast member | 402017.0 |
| country | topic's main Wikimedia portal | 389180.0 |
| country of origin | public holiday | 381720.0 |
| given name | record label | 379598.0 |
| member of sports team | instance of | 377259.0 |
| educated at | instance of | 365695.0 |
| given name | screenwriter | 362421.0 |
| given name | family name identical to this given name | 355099.0 |
| given name | performer | 354581.0 |
| country | category for people who died here | 354361.0 |
| country | category of associated people | 353135.0 |
| award received | instance of | 350676.0 |
| country | named after | 349793.0 |
| twinned administrative body | twinned administrative body | 347684.0 |
| shares border with | located in the administrative territorial entity | 342467.0 |
| given name | depicts | 331867.0 |
| given name | child | 331572.0 |
| follows | instance of | 331313.0 |
| followed by | instance of | 330107.0 |
| genre | instance of | 328092.0 |
| country | located in the administrative territorial entity | 321797.0 |
| country of citizenship | record label | 321791.0 |
| country of citizenship | said to be the same as | 318581.0 |
| place of birth | record label | 314783.0 |
| work location | instance of | 311041.0 |
| given name | producer | 310662.0 |
| country of citizenship | replaces | 304717.0 |
| place of birth | genre | 301440.0 |
| given name | follows | 299579.0 |
| country of citizenship | screenwriter | 297052.0 |
| shares border with | instance of | 296474.0 |
| place of death | category for people who died here | 293734.0 |
| country | part of | 286829.0 |
| country of citizenship | followed by | 283269.0 |
| instance of | country | 281533.0 |
| given name | followed by | 276878.0 |
| family name | instance of | 275533.0 |
| country | flag | 271456.0 |
| member of sports team | league | 270491.0 |
| position held | subclass of | 267742.0 |
| place of death | record label | 266045.0 |
| occupation | patron saint | 262548.0 |
| place of birth | category for films shot at this location | 260317.0 |
| member of sports team | home venue | 259303.0 |
| shares border with | country | 258727.0 |
| shares border with | contains the administrative territorial entity | 258053.0 |
| country of citizenship | genre | 257486.0 |
| country of citizenship | original language of film or TV show | 255730.0 |
| given name | director of photography | 255568.0 |
| educated at | country | 254972.0 |
| country of citizenship | main regulatory text | 253493.0 |
| place of death | located in time zone | 251922.0 |
| country of citizenship | performer | 250563.0 |
| contains the administrative territorial entity | located in the administrative territorial entity | 249211.0 |
| place of birth | performer | 248781.0 |
| followed by | follows | 245728.0 |
| follows | followed by | 244820.0 |
| languages spoken, written or signed | instance of | 244269.0 |
| place of death | genre | 241656.0 |
| position held | instance of | 240644.0 |
| given name | place of death | 237761.0 |
| country | office held by head of government | 236495.0 |
| located in the administrative territorial entity | head of government | 235304.0 |
| cast member | place of death | 233593.0 |
| member of sports team | sport | 230297.0 |
| work location | head of government | 230188.0 |
| given name | made from material | 229833.0 |
| work location | shares border with | 229200.0 |
| genre | subclass of | 227781.0 |
| director | occupation | 224784.0 |
| country of origin | head of state | 224236.0 |
| genre | depicts | 223488.0 |
| part of | has part(s) | 221221.0 |
| narrative location | twinned administrative body | 220898.0 |
| place of birth | original language of film or TV show | 217981.0 |
| located in the administrative territorial entity | list of monuments | 216590.0 |
| member of sports team | head coach | 213106.0 |
| follows | follows | 210384.0 |
| narrative location | contains the administrative territorial entity | 210330.0 |
| given name | father | 210051.0 |
| followed by | followed by | 209837.0 |
| place of birth | category of associated people | 209205.0 |
| participant in | location | 208378.0 |
| country of citizenship | executive body | 206189.0 |
| given name | given name version for other gender | 203545.0 |
| location | instance of | 202914.0 |
| place of birth | follows | 202648.0 |
| given name | production company | 199469.0 |
| educated at | located in the administrative territorial entity | 199211.0 |
| given name | spouse | 196013.0 |
| place of death | performer | 194563.0 |
| contains the administrative territorial entity | instance of | 194340.0 |
| occupation | part of | 193366.0 |
| country of citizenship | director | 189298.0 |
| country of citizenship | coat of arms | 189106.0 |
| educated at | rector | 185959.0 |
| original language of film or TV show | instance of | 185253.0 |
| performer | instance of | 184273.0 |
| located in the administrative territorial entity | capital | 183619.0 |
| given name | twinned administrative body | 182918.0 |
| given name | shares border with | 182896.0 |
| place of death | original language of film or TV show | 182592.0 |
| member of political party | follows | 180528.0 |
| contains the administrative territorial entity | country | 179386.0 |
| contains the administrative territorial entity | shares border with | 176810.0 |
| filming location | contains the administrative territorial entity | 176335.0 |
| position held | country | 176261.0 |
| performer | occupation | 175258.0 |
| father | child | 173695.0 |
| member of sports team | country | 172927.0 |
| place of birth | director | 171917.0 |
| narrative location | instance of | 169827.0 |
| participant in | has part(s) | 169809.0 |
| place of birth | followed by | 169556.0 |
| participant in | oath made by | 169101.0 |
| family name | cast member | 168204.0 |
| country | follows | 165127.0 |
| place of death | category for films shot at this location | 163722.0 |
| instance of | depicts | 163433.0 |
| filming location | twinned administrative body | 162328.0 |
| given name | position held | 158114.0 |
| cast member | award received | 157516.0 |
| contains the administrative territorial entity | contains the administrative territorial entity | 157226.0 |
| child | Unknown | 154808.0 |
| country of citizenship | driving side | 154683.0 |
| narrative location | cast member | 153356.0 |
| given name | narrative location | 152807.0 |
| follows | cast member | 152207.0 |
| place of death | follows | 151684.0 |
| located in the administrative territorial entity | category for people who died here | 151602.0 |
| participant in | torch lit by | 151285.0 |
| country of citizenship | founded by | 149409.0 |
| followed by | cast member | 148605.0 |
| country | has part(s) | 148511.0 |
| country | cast member | 147300.0 |
| place of birth | country of origin | 146733.0 |
| position held | part of | 145994.0 |
| main subject | depicts | 145919.0 |
| place of death | director | 145036.0 |
| screenwriter | occupation | 144268.0 |
| place of death | category of associated people | 143377.0 |
| followed by | performer | 141431.0 |
| part of the series | cast member | 141327.0 |
| located in the administrative territorial entity | located in time zone | 140571.0 |
| cast member | educated at | 140558.0 |
| place of birth | located in or next to body of water | 140141.0 |
| follows | performer | 139933.0 |
| taxon rank | part of | 138583.0 |
| place of death | country of origin | 138241.0 |
| work location | located in the administrative territorial entity | 136442.0 |
| country | coat of arms | 135964.0 |
| award received | country | 135216.0 |
| given name | collection | 135130.0 |
| participant in | instance of | 134550.0 |
| followed by | record label | 133323.0 |
| instance of | topic's main category | 132645.0 |
| original language of film or TV show | part of | 132502.0 |
| said to be the same as | said to be the same as | 132353.0 |
| record label | instance of | 132304.0 |
| Unknown | instance of | 132249.0 |
| follows | record label | 131705.0 |
| given name | member of sports team | 131580.0 |
| work location | cast member | 131096.0 |
| country of citizenship | located in or next to body of water | 130980.0 |
| place of birth | named after | 130611.0 |
| given name | mother | 130593.0 |
| taxon rank | instance of | 128998.0 |
| given name | creator | 128339.0 |
| country of origin | basic form of government | 128275.0 |
| participant in | followed by | 126767.0 |
| Unknown | sex or gender | 126563.0 |
| participant in | follows | 126289.0 |
| parent taxon | parent taxon | 126165.0 |
| place of birth | topic's main Wikimedia portal | 125701.0 |
| country of citizenship | author | 124605.0 |
| country of citizenship | country of origin | 123925.0 |
| located in the administrative territorial entity | named after | 122902.0 |
| place of death | followed by | 120369.0 |
| location | shares border with | 120361.0 |
| given name | filming location | 118942.0 |
| work location | country | 118851.0 |
| place of death | located in or next to body of water | 116337.0 |
| occupation | director | 116301.0 |
| parent taxon | instance of | 116201.0 |
| depicts | instance of | 115487.0 |
| member of political party | followed by | 115107.0 |
| parent taxon | taxon rank | 113422.0 |
| place of birth | continent | 111681.0 |
| country of citizenship | vessel class | 108138.0 |
| Unknown | father | 108129.0 |
| location | located in the administrative territorial entity | 107519.0 |
| country of origin | currency | 107358.0 |
| place of birth | screenwriter | 106974.0 |
| director | instance of | 106368.0 |
| country of citizenship | operator | 106214.0 |
| country of citizenship | manufacturer | 106213.0 |
| location | country | 105742.0 |
| country of citizenship | armament | 105676.0 |
| occupation | topic's main category | 105565.0 |
| member of political party | party chief representative | 105494.0 |
| country | highest judicial authority | 105303.0 |
| employer | instance of | 105273.0 |
| country of origin | capital | 105113.0 |
| country of citizenship | narrative location | 105024.0 |
| director | sex or gender | 104763.0 |
| place of birth | member of | 104639.0 |
| country | executive body | 104270.0 |
| participant in | officially opened by | 103840.0 |
| author | occupation | 102626.0 |
| shares border with | located in time zone | 102624.0 |
| filming location | instance of | 101844.0 |
| place of birth | part of | 101595.0 |
| given name | part of | 101561.0 |
| country of citizenship | producer | 100894.0 |
| country of origin | named after | 100699.0 |
| producer | occupation | 100514.0 |
| located in the administrative territorial entity | category for films shot at this location | 99695.0 |
| given name | location | 99453.0 |
| member of political party | member of | 98762.0 |
| country of citizenship | separated from | 98532.0 |
| country of origin | continent | 98373.0 |
| director | country of citizenship | 98019.0 |
| member of sports team | participant in | 97867.0 |
| genre | genre | 96596.0 |
| twinned administrative body | instance of | 96593.0 |
| Unknown | child | 96082.0 |
| original language of film or TV show | subclass of | 96074.0 |
| given name | has part(s) | 95564.0 |
| instance of | located in the administrative territorial entity | 95065.0 |
| languages spoken, written or signed | subclass of | 94034.0 |
| narrative location | head of government | 93703.0 |
| director | given name | 93280.0 |
| given name | religion or worldview | 92898.0 |
| made from material | instance of | 92752.0 |
| occupation | genre | 92683.0 |
| country of citizenship | publisher | 90848.0 |
| place of birth | narrative location | 90756.0 |
| place of birth | diplomatic relation | 89962.0 |
| occupation | screenwriter | 89548.0 |
| educated at | member of | 89487.0 |
| located in the administrative territorial entity | record label | 88873.0 |
| place of death | screenwriter | 88741.0 |
| original language of film or TV show | writing system | 88100.0 |
| member of | instance of | 88060.0 |
| country of origin | country | 88012.0 |
| depicts | depicts | 87561.0 |
| cast member | family name | 87504.0 |
| narrative location | shares border with | 86831.0 |
| occupation | sport | 86609.0 |
| country of citizenship | central bank | 85642.0 |
| country | top-level Internet domain | 84632.0 |
| country | Wikimedia portal's main topic | 84551.0 |
| place of birth | legislative body | 84346.0 |
| place of death | narrative location | 84337.0 |
| country of citizenship | foundational text | 83298.0 |
| place of death | topic's main Wikimedia portal | 82930.0 |
| headquarters location | twinned administrative body | 82689.0 |
| part of | instance of | 81944.0 |
| given name | contains the administrative territorial entity | 81387.0 |
| award received | subclass of | 80285.0 |
| filming location | cast member | 79847.0 |
| depicts | cast member | 79729.0 |
| place of death | continent | 79353.0 |
| heritage designation | subclass of | 79038.0 |
| country | central bank | 78470.0 |
| place of death | named after | 78218.0 |
| twinned administrative body | shares border with | 77796.0 |
| place of birth | category for people born here | 77445.0 |
| shares border with | twinned administrative body | 77405.0 |
| employer | country | 76983.0 |
| follows | genre | 76937.0 |
| located in the administrative territorial entity | performer | 76880.0 |
| country of citizenship | depicts | 76158.0 |
| followed by | genre | 75870.0 |
| occupation | part of the series | 75748.0 |
| location | twinned administrative body | 75598.0 |
| place of birth | director of photography | 75398.0 |
| performer | sex or gender | 75048.0 |
| child | instance of | 74692.0 |
| location | contains settlement | 74413.0 |
| given name | author | 73798.0 |
| conflict | location | 73738.0 |
| place of birth | producer | 73734.0 |
| performer | genre | 73630.0 |
| given name | part of the series | 73193.0 |
| record label | country | 73147.0 |
| director | place of birth | 73050.0 |
| given name | award received | 72782.0 |
| place of birth | has part(s) | 72590.0 |
| based on | depicts | 72217.0 |
| cast member | cause of death | 72198.0 |
| country of origin | significant event | 72126.0 |
| country | patron saint | 71996.0 |
| part of the series | instance of | 71499.0 |
| cast member | member of sports team | 71089.0 |
| country of origin | anthem | 71085.0 |
| category combines topics | contains the administrative territorial entity | 71067.0 |
| creator | notable work | 70929.0 |
| country of citizenship | occupation | 70006.0 |
| country of origin | category for films shot at this location | 69949.0 |
| country of origin | legislative body | 69873.0 |
| located in the administrative territorial entity | follows | 69842.0 |
| twinned administrative body | located in the administrative territorial entity | 69746.0 |
| notable work | depicts | 69684.0 |
| child | sex or gender | 69663.0 |
| place of death | legislative body | 69574.0 |
| country of origin | category for people who died here | 69251.0 |
| sport | subclass of | 68854.0 |
| performer | country of citizenship | 68842.0 |
| place of death | director of photography | 68827.0 |
| country of origin | topic's main Wikimedia portal | 68825.0 |
| occupation | producer | 68566.0 |
| occupation | production company | 68562.0 |
| sport | instance of | 68313.0 |
| country of origin | highest point | 68115.0 |
| place of birth | capital | 67717.0 |
| heritage designation | country | 67116.0 |
| father | Unknown | 67019.0 |
| occupation | followed by | 66728.0 |
| country of citizenship | topic's main category | 66564.0 |
| country | said to be the same as | 66471.0 |
| country | main regulatory text | 65675.0 |
| given name | canonization status | 65585.0 |
| location | list of monuments | 65447.0 |
| country of citizenship | category for people born here | 65427.0 |
| country of origin | category of associated people | 65327.0 |
| genre | location | 64154.0 |
| mother | child | 63712.0 |
| filming location | shares border with | 63469.0 |
| place of birth | award received | 63457.0 |
| screenwriter | instance of | 63388.0 |
| performer | cast member | 63150.0 |
| child | father | 63022.0 |
| place of birth | author | 62919.0 |
| child | child | 62528.0 |
| screenwriter | sex or gender | 62225.0 |
| subclass of | subclass of | 62186.0 |
| country of origin | official language | 62112.0 |
| narrative location | country | 61650.0 |
| producer | instance of | 61605.0 |
| main subject | made from material | 61585.0 |
| given name | located in time zone | 61353.0 |
| place of birth | list of monuments | 60763.0 |
| cast member | spouse | 60258.0 |
| languages spoken, written or signed | writing system | 59975.0 |
| place of birth | adjacent station | 59920.0 |
| made from material | cast member | 59829.0 |
| given name | based on | 59823.0 |
| country | record label | 59713.0 |
| twinned administrative body | country | 59636.0 |
| located in the administrative territorial entity | followed by | 59634.0 |
| place of death | award received | 59311.0 |
| country of origin | flag | 58702.0 |
| country of citizenship | director of photography | 58469.0 |
| instance of | location | 58361.0 |
| genre | country | 58340.0 |
| located in the administrative territorial entity | topic's main Wikimedia portal | 58211.0 |
| place of death | part of | 58162.0 |
| country | vessel class | 58136.0 |
| given name | educated at | 58009.0 |
| main subject | instance of | 57975.0 |
| screenwriter | country of citizenship | 57829.0 |
| performer | given name | 57799.0 |
| given name | named after | 57773.0 |
| country | manufacturer | 57761.0 |
| country | operator | 57761.0 |
| notable work | instance of | 57710.0 |
| narrative location | located in the administrative territorial entity | 57635.0 |
| country | armament | 57623.0 |
| screenwriter | given name | 57495.0 |
| country of origin | office held by head of government | 57299.0 |
| given name | participant in | 57201.0 |
| adjacent station | adjacent station | 57048.0 |
| place of birth | capital of | 56581.0 |
| place of death | category for people born here | 56209.0 |
| collection | instance of | 56158.0 |
| producer | sex or gender | 55894.0 |
| instance of | genre | 55363.0 |
| father | instance of | 55321.0 |
| has part(s) | instance of | 54887.0 |
| located in the administrative territorial entity | genre | 54803.0 |
| given name | main subject | 54475.0 |
| original language of film or TV show | country of citizenship | 53988.0 |
| original language of film or TV show | sex or gender | 53609.0 |
| significant drug interaction | significant drug interaction | 53605.0 |
| original language of film or TV show | award received | 53297.0 |
| original language of film or TV show | occupation | 53297.0 |
| creator | occupation | 53258.0 |
| twinned administrative body | contains the administrative territorial entity | 52945.0 |
| instance of | cast member | 52901.0 |
| place of death | author | 52831.0 |
| cast member | place of burial | 52797.0 |
| filming location | head of government | 52418.0 |
| place of birth | office held by head of government | 52039.0 |
| place of death | producer | 51967.0 |
| father | sex or gender | 51887.0 |
| is a list of | has quality | 51784.0 |
| country | described by source | 51709.0 |
| located in the administrative territorial entity | located in or next to body of water | 51162.0 |
| producer | given name | 51061.0 |
| place of birth | contains settlement | 50825.0 |
| genre | located in the administrative territorial entity | 50472.0 |
| located in the administrative territorial entity | original language of film or TV show | 50328.0 |
| based on | cast member | 50247.0 |
| country of origin | cast member | 50217.0 |
| conflict | has contributing factor | 50169.0 |
| Unknown | given name | 50067.0 |
| place of burial | instance of | 49936.0 |
| discoverer or inventor | instance of | 49851.0 |
| genre | made from material | 49839.0 |
| child | given name | 49517.0 |
| place of death | sex or gender | 49488.0 |
| place of birth | patron saint | 49395.0 |
| country of citizenship | filming location | 49201.0 |
| employer | located in the administrative territorial entity | 49155.0 |
| country | located in/on physical feature | 49010.0 |
| country | replaces | 48972.0 |
| place of birth | sex or gender | 48954.0 |
| military branch | item operated | 48828.0 |
| producer | country of citizenship | 48818.0 |
| family name | said to be the same as | 48718.0 |
| spouse | child | 48055.0 |
| publisher | instance of | 47710.0 |
| located on street | named after | 47589.0 |
| made from material | subclass of | 47458.0 |
| performer | place of birth | 47419.0 |
| country of citizenship | category of people buried here | 47171.0 |
| family name | country | 46842.0 |
| Unknown | mother | 46698.0 |
| located in the administrative territorial entity | has part(s) | 46627.0 |
| place of birth | main subject | 46399.0 |
| followed by | discoverer or inventor | 46354.0 |
| follows | discoverer or inventor | 46340.0 |
| director of photography | occupation | 46167.0 |
| occupation | original language of film or TV show | 45940.0 |
| conflict | instance of | 45893.0 |
| genre | creator | 45836.0 |
| occupation | country of origin | 45751.0 |
| place of death | patron saint | 45183.0 |
| named after | instance of | 44999.0 |
| participant | participant in | 44998.0 |
| part of the series | genre | 44988.0 |
| screenwriter | place of birth | 44983.0 |
| family name | located in the administrative territorial entity | 44951.0 |
| country | performer | 44935.0 |
| place of birth | said to be the same as | 44787.0 |
| place of burial | located in the administrative territorial entity | 44481.0 |
| languages spoken, written or signed | part of | 44473.0 |
| place of birth | occupation | 44328.0 |
| located in the administrative territorial entity | category of associated people | 44209.0 |
| Unknown | occupation | 44044.0 |
| given name | publisher | 43863.0 |
| country of origin | highest judicial authority | 43799.0 |
| work location | category for people who died here | 43559.0 |
| author | instance of | 43261.0 |
| is a list of | subclass of | 43063.0 |
| depicts | subclass of | 42965.0 |
| owned by | diplomatic relation | 42592.0 |
| given name | family | 42316.0 |
| member of political party | founded by | 41833.0 |
| Unknown | country of citizenship | 41593.0 |
| place of death | list of monuments | 41401.0 |
| place of death | occupation | 41385.0 |
| employer | rector | 41361.0 |
| creator | instance of | 41324.0 |
| spouse | spouse | 41316.0 |
| minor planet group | subclass of | 41220.0 |
| award received | cast member | 41114.0 |
| located in the administrative territorial entity | official language | 41091.0 |
| member of political party | part of | 41042.0 |
| given name | movement | 41015.0 |
| crosses | contains the administrative territorial entity | 41012.0 |
| sport | country of origin | 40834.0 |
| author | sex or gender | 40813.0 |
| filming location | located in the administrative territorial entity | 40677.0 |
| place of birth | official language | 40654.0 |
| country | screenwriter | 40535.0 |
| located in the administrative territorial entity | director | 40515.0 |
| award received | part of | 40381.0 |
| languages spoken, written or signed | language regulatory body | 40279.0 |
| contains the administrative territorial entity | located in time zone | 40194.0 |
| located in the administrative territorial entity | legislative body | 40019.0 |
| country of origin | has part(s) | 39777.0 |
| country of citizenship | described by source | 39776.0 |
| place of death | member of | 39576.0 |
| present in work | cast member | 39499.0 |
| director | place of death | 39444.0 |
| participant in | country | 39362.0 |
| narrative location | member of | 39133.0 |
| main subject | creator | 39127.0 |
| part of | cast member | 39103.0 |
| minor planet group | part of | 39088.0 |
| follows | minor planet group | 39033.0 |
| followed by | minor planet group | 39025.0 |
| given name | subclass of | 39021.0 |
| country | original language of film or TV show | 38952.0 |
| filming location | country | 38940.0 |
| child | occupation | 38927.0 |
| site of astronomical discovery | instance of | 38806.0 |
| instance of | heritage designation | 38765.0 |
| country of citizenship | production company | 38757.0 |
| spouse | instance of | 38659.0 |
| place of death | adjacent station | 38561.0 |
| country | genre | 38549.0 |
| location | has part(s) | 38351.0 |
| father | occupation | 38329.0 |
| cast member | child | 38309.0 |
| cast member | languages spoken, written or signed | 38226.0 |
| country | driving side | 38165.0 |
| given name | family name | 38062.0 |
| author | given name | 37709.0 |
| country | followed by | 37610.0 |
| place of death | capital of | 37581.0 |
| country of citizenship | sex or gender | 37519.0 |
| father | given name | 37475.0 |
| sport | topic's main category | 37364.0 |
| record label | genre | 37333.0 |
| genre | cast member | 37269.0 |
| site of astronomical discovery | country | 37248.0 |
| place of death | production company | 37239.0 |
| located in the administrative territorial entity | country of origin | 37086.0 |
| child | country of citizenship | 37046.0 |
| platform | instance of | 37011.0 |
| place of death | main subject | 36953.0 |
| place of burial | country | 36947.0 |
| author | country of citizenship | 36875.0 |
| capital | instance of | 36827.0 |
| work location | located in time zone | 36599.0 |
| based on | instance of | 36480.0 |
| creator | sex or gender | 36372.0 |
| given name | sport | 36315.0 |
| said to be the same as | instance of | 36291.0 |
| spouse | sex or gender | 36195.0 |
| place of birth | production company | 36059.0 |
| follows | site of astronomical discovery | 36036.0 |
| followed by | site of astronomical discovery | 36013.0 |
| instance of | topic's main Wikimedia portal | 35996.0 |
| place of birth | filming location | 35951.0 |
| capital | twinned administrative body | 35918.0 |
| place of birth | founded by | 35890.0 |
| cast member | position held | 35732.0 |
| discoverer or inventor | country of citizenship | 35699.0 |
| main subject | collection | 35469.0 |
| production company | instance of | 35455.0 |
| location | contains the administrative territorial entity | 35380.0 |
| award received | named after | 35346.0 |
| military branch | country | 35340.0 |
| given name | head of government | 35286.0 |
| country of citizenship | copyright license | 35279.0 |
| director of photography | instance of | 35207.0 |
| place of birth | made from material | 35206.0 |
| member of political party | political alignment | 35160.0 |
| child | mother | 35129.0 |
| headquarters location | instance of | 35071.0 |
| creator | country of citizenship | 35053.0 |
| cast member | member of political party | 34971.0 |
| military branch | has part(s) | 34964.0 |
| producer | place of birth | 34952.0 |
| given name | instrument | 34936.0 |
| director of photography | sex or gender | 34832.0 |
| place of death | website account on | 34805.0 |
| creator | given name | 34731.0 |
| narrative location | record label | 34642.0 |
| educated at | founded by | 34558.0 |
| occupation | said to be the same as | 34512.0 |
| contains the administrative territorial entity | twinned administrative body | 34461.0 |
| member of | founded by | 34400.0 |
| part of the series | characters | 34239.0 |
| place of birth | head of state | 34238.0 |
| country of citizenship | owned by | 34142.0 |
| located in time zone | instance of | 34103.0 |
| employer | member of | 34101.0 |
| category combines topics | twinned administrative body | 34024.0 |
| residence | twinned administrative body | 34021.0 |
| capital | located in the administrative territorial entity | 33913.0 |
| conflict | has immediate cause | 33814.0 |
| narrative location | diplomatic relation | 33775.0 |
| performer | record label | 33637.0 |
| notable work | genre | 33636.0 |
| genre | part of | 33553.0 |
| work location | located in or next to body of water | 33542.0 |
| located in the administrative territorial entity | continent | 33520.0 |
| discoverer or inventor | occupation | 33466.0 |
| given name | cause of death | 33424.0 |
| country of origin | follows | 33382.0 |
| follows | original language of film or TV show | 33285.0 |
| spouse | Unknown | 33284.0 |
| website account on | programmed in | 33279.0 |
| given name | feast day | 33245.0 |
| followed by | original language of film or TV show | 33236.0 |
| member of sports team | member of | 33193.0 |
| family name | sex or gender | 33128.0 |
| director of photography | country of citizenship | 33093.0 |
| encodes | biological process | 33085.0 |
| given name | commissioned by | 33061.0 |
| depicts | made from material | 33036.0 |
| main subject | genre | 32981.0 |
| given name | taxon rank | 32949.0 |
| place of death | diplomatic relation | 32900.0 |
| Unknown | spouse | 32882.0 |
| spouse | occupation | 32765.0 |
| given name | parent taxon | 32731.0 |
| given name | opposite of | 32632.0 |
| category combines topics | shares border with | 32590.0 |
| adjacent station | instance of | 32483.0 |
| owned by | instance of | 32429.0 |
| notable work | made from material | 32426.0 |
| performer | performer | 32343.0 |
| director of photography | given name | 32312.0 |
| country of citizenship | taxon rank | 32138.0 |
| country of citizenship | parent taxon | 32138.0 |
| conflict | topic's main Wikimedia portal | 32125.0 |
| part of | country | 32031.0 |
| place of death | founded by | 32006.0 |
| place of birth | connecting line | 31974.0 |
| Unknown | place of birth | 31883.0 |
| country of origin | replaces | 31814.0 |
| given name | member of | 31685.0 |
| discoverer or inventor | sex or gender | 31678.0 |
| place of birth | country of citizenship | 31478.0 |
| languages spoken, written or signed | topic's main category | 31416.0 |
| instrument | subclass of | 31358.0 |
| place of birth | publisher | 31250.0 |
| place of birth | public holiday | 31175.0 |
| family name | occupation | 31133.0 |
| father | country of citizenship | 31130.0 |
| place of death | country of citizenship | 31010.0 |
| award received | follows | 30734.0 |
| follows | director | 30710.0 |
| performer | followed by | 30676.0 |
| author | notable work | 30636.0 |
| cast member | nominated for | 30478.0 |
| place of birth | located in/on physical feature | 30348.0 |
| father | spouse | 30347.0 |
| country of citizenship | top-level Internet domain | 30190.0 |
| taxon rank | subclass of | 30121.0 |
| director | award received | 30046.0 |
| depicts | genre | 30011.0 |
| country of citizenship | Wikimedia portal's main topic | 29892.0 |
| place of birth | website account on | 29683.0 |
| narrative location | performer | 29680.0 |
| father | father | 29556.0 |
| place of birth | enclave within | 29493.0 |
| narrative location | genre | 29487.0 |
| educated at | heritage designation | 29480.0 |
| adjacent station | country | 29437.0 |
| genre | collection | 29389.0 |
| place of birth | depicts | 29373.0 |
| located in the administrative territorial entity | member of | 29262.0 |
| performer | has part(s) | 29211.0 |
| given name | platform | 29158.0 |
| creator | place of birth | 29005.0 |
| country | director | 28964.0 |
| instance of | made from material | 28883.0 |
| academic degree | country | 28841.0 |
| country | separated from | 28815.0 |
| place of death | filming location | 28660.0 |
| spouse | given name | 28631.0 |
| developer | instance of | 28536.0 |
| educated at | named after | 28468.0 |
| has part(s) | located in the administrative territorial entity | 28445.0 |
| place of birth | described by source | 28444.0 |
| member of | country | 28428.0 |
| shares border with | head of government | 28419.0 |
| followed by | director | 28356.0 |
| filming location | member of | 28287.0 |
| has part(s) | country | 28274.0 |
| family name | member of sports team | 28153.0 |
| located in the administrative territorial entity | capital of | 28121.0 |
| author | place of birth | 28111.0 |
| country of citizenship | list of monuments | 27994.0 |
| discoverer or inventor | given name | 27981.0 |
| collection | country | 27892.0 |
| located in the administrative territorial entity | screenwriter | 27823.0 |
| family name | country of citizenship | 27800.0 |
| given name | lyrics by | 27613.0 |
| part of | located in the administrative territorial entity | 27481.0 |
| record label | cast member | 27447.0 |
| child | place of birth | 27422.0 |
| languages spoken, written or signed | said to be the same as | 27318.0 |
| place of death | office held by head of government | 27245.0 |
| place of death | original broadcaster | 27222.0 |
| work location | genre | 27148.0 |
| main subject | main subject | 26875.0 |
| located in the administrative territorial entity | replaces | 26807.0 |
| headquarters location | contains the administrative territorial entity | 26644.0 |
| occupation | depicts | 26606.0 |
| based on | made from material | 26432.0 |
| place of death | located in/on physical feature | 26421.0 |
| based on | genre | 26287.0 |
| cause of death | subclass of | 26236.0 |
| has part(s) | part of | 26205.0 |
| creator | place of death | 26153.0 |
| mother | Unknown | 26086.0 |
| Unknown | place of death | 26043.0 |
| category combines topics | instance of | 26038.0 |
| given name | category for people who died here | 26022.0 |
| subclass of | instance of | 26020.0 |
| location of creation | contains the administrative territorial entity | 26005.0 |
| country of origin | located in the administrative territorial entity | 25935.0 |
| director of photography | place of birth | 25915.0 |
| given name | website account on | 25914.0 |
| given name | game mode | 25878.0 |
| has part(s) | depicts | 25791.0 |
| collection | located in the administrative territorial entity | 25759.0 |
| named after | contains the administrative territorial entity | 25722.0 |
| military branch | instance of | 25592.0 |
| cast member | Unknown | 25547.0 |
| country of citizenship | main subject | 25439.0 |
| named after | occupation | 25315.0 |
| country of citizenship | twinned administrative body | 25302.0 |
| performer | award received | 25133.0 |
| place of death | enclave within | 25002.0 |
| capital | country | 24912.0 |
| follows | screenwriter | 24786.0 |
| follows | part of | 24767.0 |
| follows | part of the series | 24754.0 |
| residence | contains the administrative territorial entity | 24682.0 |
| followed by | part of | 24499.0 |
| given name | from narrative universe | 24476.0 |
| place of death | executive body | 24436.0 |
| depicts | said to be the same as | 24423.0 |
| spouse | country of citizenship | 24416.0 |
| place of birth | composer | 24352.0 |
| place of birth | creator | 24330.0 |
| screenwriter | place of death | 24292.0 |
| notable work | creator | 24271.0 |
| child | spouse | 24226.0 |
| performer | follows | 24174.0 |
| creator | described by source | 24129.0 |
| instance of | said to be the same as | 24071.0 |
| country | located in or next to body of water | 24067.0 |
| place of birth | part of the series | 24050.0 |
| member of sports team | part of | 23976.0 |
| place of death | capital | 23965.0 |
| place of death | party chief representative | 23895.0 |
| language of work or name | instance of | 23814.0 |
| place of birth | taxon rank | 23674.0 |
| place of death | contains settlement | 23554.0 |
| award received | followed by | 23535.0 |
| collection | has part(s) | 23531.0 |
| place of birth | parent taxon | 23524.0 |
| notable work | location | 23444.0 |
| located in the administrative territorial entity | part of | 23419.0 |
| site of astronomical discovery | located in the administrative territorial entity | 23411.0 |
| website account on | instance of | 23366.0 |
| Unknown | family name | 23328.0 |
| notable work | cast member | 23103.0 |
| place of death | said to be the same as | 23037.0 |
| place of death | composer | 22996.0 |
| place of death | part of the series | 22962.0 |
| shares border with | category for people who died here | 22903.0 |
| part of the series | original language of film or TV show | 22898.0 |
| occupation | director of photography | 22867.0 |
| occupation | filming location | 22856.0 |
| occupation | main subject | 22849.0 |
| located on street | shares border with | 22830.0 |
| located in the administrative territorial entity | author | 22829.0 |
| languages spoken, written or signed | record label | 22823.0 |
| located in the administrative territorial entity | director of photography | 22808.0 |
| narrative location | follows | 22797.0 |
| work location | category of associated people | 22727.0 |
| cast member | conflict | 22614.0 |
| place of birth | original broadcaster | 22548.0 |
| narrative location | located in time zone | 22525.0 |
| platform | follows | 22425.0 |
| followed by | part of the series | 22359.0 |
| award received | conferred by | 22354.0 |
| work location | follows | 22198.0 |
| director | educated at | 22099.0 |
| child | place of death | 22063.0 |
| military branch | part of | 22001.0 |
| named after | cast member | 21838.0 |
| location | significant event | 21658.0 |
| work location | record label | 21554.0 |
| mouth of the watercourse | contains the administrative territorial entity | 21528.0 |
| followed by | screenwriter | 21441.0 |
| collection | significant event | 21359.0 |
| country of citizenship | country of citizenship | 21331.0 |
| made from material | made from material | 21302.0 |
| continent | instance of | 21268.0 |
| mother | instance of | 21247.0 |
| given name | composer | 21234.0 |
| country | author | 21169.0 |
| headquarters location | shares border with | 21158.0 |
| father | place of birth | 21157.0 |
| place of death | taxon rank | 21125.0 |
| place of death | parent taxon | 21101.0 |
| work location | category for films shot at this location | 21088.0 |
| discoverer or inventor | place of birth | 20997.0 |
| screenwriter | award received | 20972.0 |
| educated at | has part(s) | 20960.0 |
| located in the administrative territorial entity | narrative location | 20756.0 |
| owned by | contains the administrative territorial entity | 20731.0 |
| follows | country of origin | 20648.0 |
| platform | subclass of | 20638.0 |
| followed by | country of origin | 20600.0 |
| place of death | described by source | 20591.0 |
| residence | instance of | 20476.0 |
| given name | lifestyle | 20429.0 |
| platform | manufacturer | 20365.0 |
| notable work | collection | 20330.0 |
| narrative location | original language of film or TV show | 20328.0 |
| depicts | collection | 20317.0 |
| country of citizenship | adjacent station | 20309.0 |
| country of origin | record label | 20273.0 |
| member of | has part(s) | 20267.0 |
| filming location | record label | 20181.0 |
| country of origin | part of | 20122.0 |
| instance of | opposite of | 20108.0 |
| depicts | creator | 20053.0 |
| twinned administrative body | category for people who died here | 20042.0 |
| given name | discoverer or inventor | 20018.0 |
| work location | performer | 19930.0 |
| place of birth | anthem | 19922.0 |
| given name | languages spoken, written or signed | 19872.0 |
| filming location | diplomatic relation | 19755.0 |
| military branch | allegiance | 19668.0 |
| record label | founded by | 19656.0 |
| given name | religious order | 19562.0 |
| lyrics by | occupation | 19476.0 |
| author | educated at | 19471.0 |
| notable work | country | 19467.0 |
| academic degree | subclass of | 19450.0 |
| record label | owned by | 19325.0 |
| platform | followed by | 19312.0 |
| father | place of death | 19308.0 |
| given name | office held by head of government | 19276.0 |
| languages spoken, written or signed | Unknown | 19262.0 |
| participant in | organizer | 19228.0 |
| said to be the same as | cast member | 19174.0 |
| place of death | has part(s) | 18998.0 |
| contains settlement | instance of | 18987.0 |
| religion or worldview | subclass of | 18976.0 |
| mother | sex or gender | 18957.0 |
| place of birth | executive body | 18944.0 |
| place of birth | collection | 18942.0 |
| place of birth | Unknown | 18910.0 |
| place of death | official language | 18894.0 |
| place of death | connecting line | 18752.0 |
| based on | creator | 18679.0 |
| part of the series | platform | 18571.0 |
| place of death | Unknown | 18569.0 |
| performer | family name | 18543.0 |
| performer | instrument | 18543.0 |
| author | award received | 18460.0 |
| described by source | instance of | 18443.0 |
| category combines topics | located in the administrative territorial entity | 18443.0 |
| located in the administrative territorial entity | award received | 18431.0 |
| adjacent station | located in the administrative territorial entity | 18423.0 |
| participant in | significant event | 18421.0 |
| given name | is a list of | 18337.0 |
| twinned administrative body | cast member | 18325.0 |
| capital | shares border with | 18196.0 |
| platform | programmed in | 18154.0 |
| part of the series | country of origin | 18147.0 |
| spouse | place of birth | 18128.0 |
| place of death | language of work or name | 18014.0 |
val res = sqlContext.sql("""SELECT t2.r1.rel as rel1, t2.r2.rel as rel2, COUNT(*) as freq
FROM twoCycles1 t2
GROUP BY t2.r1.rel, t2.r2.rel
ORDER BY COUNT(*) LIMIT 1000""")
var result = res.toDF()
//result.show()
Federated Learning for Brain Tumor Segmentation
Project members:
- Jingru Fu - KTH Royal Institute of Technology
- Lidia Kidane - Umeå University
- Romuald Esdras Wandji - Umeå University
Content (→ Presenter)
- Introduction → Jingru
1.1 Federated Learning in medical field
1.2 Brain tumor segmentation
1.3 Hierarchy of presentation and code - System Architecture → Lidia
2.1 Distributed machine learning
2.2 Federated learning
2.3 System design
2.4 Frameworks for federated learning
2.5 Scalability issue and how we dealt with it - Methodology → Romuald
3.1 Federated Learning
3.2 U-Net Architectures
3.3 Distributed Training - Experiments and Results → Refer to notebooks 01 and 02
Introduction
1. Federated Learning in medical field
-
Reference: The future of digital health with federated learning
-
Federated learning (FL) is a learning paradigm seeking to address the problem of data governance and privacy by training algorithms collaboratively without exchanging the data itself.

a FL aggregation server—the typical FL workflow in which a federation of training nodes receive the global model, resubmit their partially trained models to a central server intermittently for aggregation and then continue training on the consensus model that the server returns. b FL peer to peer—alternative formulation of FL in which each training node exchanges its partially trained models with some or all of its peers and each does its own aggregation. c Centralised training—the general non-FL training workflow in which data acquiring sites donate their data to a central Data Lake from which they and others are able to extract data for local, independent training.
2. Brain tumor segmentation
- Data Description and Visualization
All BraTS multimodal scans are available as NIfTI files (.nii.gz) and describe a) native (T1) and b) post-contrast T1-weighted (T1Gd), c) T2-weighted (T2), and d) T2 Fluid Attenuated Inversion Recovery (T2-FLAIR) volumes, and were acquired with different clinical protocols and various scanners from multiple (n=19) institutions. The data is collected from this link. All the imaging datasets have been segmented manually, by one to four raters, following the same annotation protocol, and their annotations were approved by experienced neuro-radiologists. Annotations comprise the GD-enhancing tumor (ET — label 4), the peritumoral edema (ED — label 2), and the necrotic and non-enhancing tumor core (NCR/NET — label 1), as described both in the BraTS 2012-2013 TMI paper and in the latest BraTS summarizing paper. The provided data are distributed after their pre-processing, i.e., co-registered to the same anatomical template, interpolated to the same resolution (1 mm^3) and skull-stripped.
- Two modalities (T1Gd and T2-FLAIR) as inputs of the model
import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
import seaborn as sns
import matplotlib.pyplot as plt
import random
import os
import cv2
import glob
# PIL adds image processing capabilities to your Python interpreter.
import PIL
from PIL import Image, ImageOps
# Shutil module offers high-level operation on a file like a copy, create, and remote operation on the file.
import shutil
# skimage is a collection of algorithms for image processing and computer vision.
from skimage import data
from skimage.util import montage
import skimage.transform as skTrans
from skimage.transform import rotate
from skimage.transform import resize
# NEURAL IMAGING
import nilearn as nl
import nibabel as nib # access a multitude of neuroimaging data formats
# ML Libraries
import keras
import keras.backend as K
from keras.callbacks import CSVLogger
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras.utils import plot_model
from sklearn.preprocessing import MinMaxScaler
from sklearn.model_selection import train_test_split
from sklearn.metrics import classification_report
from tensorflow.keras.models import *
from tensorflow.keras.layers import *
from tensorflow.keras.optimizers import *
from tensorflow.keras.callbacks import ModelCheckpoint, ReduceLROnPlateau, EarlyStopping, TensorBoard
from tensorflow.keras.layers.experimental import preprocessing
# make numpy printouts easier to read
np.set_printoptions(precision = 3, suppress = True)
import warnings
warnings.filterwarnings('ignore')
# dataset path
train_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_TrainingData/MICCAI_BraTS2020_TrainingData/"
valid_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_ValidationData/MICCAI_BraTS2020_ValidationData/"
test_image_flair = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_flair.nii').get_fdata()
test_image_t1 = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t1.nii').get_fdata()
test_image_t1ce = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t1ce.nii').get_fdata()
test_image_t2 = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t2.nii').get_fdata()
test_mask = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_seg.nii').get_fdata()
fig, (ax1, ax2, ax3, ax4, ax5) = plt.subplots(1, 5, figsize = (20, 10))
slice_w = 25
# FLAIR
ax1.imshow(test_image_flair[:,:,test_image_flair.shape[0]//2-slice_w], cmap = 'gray')
ax1.set_title('Image flair')
# T1
ax2.imshow(test_image_t1[:,:,test_image_t1.shape[0]//2-slice_w], cmap = 'gray')
ax2.set_title('Image t1')
# T1CE
ax3.imshow(test_image_t1ce[:,:,test_image_t1ce.shape[0]//2-slice_w], cmap = 'gray')
ax3.set_title('Image t1ce')
# T2
ax4.imshow(test_image_t2[:,:,test_image_t2.shape[0]//2-slice_w], cmap = 'gray')
ax4.set_title('Image t2')
# MASK
ax5.imshow(test_mask[:,:,test_mask.shape[0]//2-slice_w])
ax5.set_title('Mask')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_image_t1[50:-50,:,:]), 90, resize = True), cmap = 'gray')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_mask[50:-50,:,:]), 90, resize = True), cmap = 'gray')
3. Hierarchy of presentation and code
- Presentation
- Federated part → Lidia
- Distributed part → Romuald
- Code: Three trainings have been done:
- Centralised training
- Federated training: Three clients are simulated with unbalanced amounts of data (200 vs 40 vs 9)
- Centralised Single Client Training for client 3
- Federated Training
# list of directories
train_val_directories = [f.path for f in os.scandir(train_data) if f.is_dir()]
# remove BraTS20_Training_355 since it has ill formatted name for seg.nii file
train_val_directories.remove(train_data + 'BraTS20_Training_355')
# function to convert list of paths into IDs
def pathListIntoIDs(dirList):
x = []
for i in range(0, len(dirList)):
x.append(dirList[i][dirList[i].rfind('/')+1:])
return x
ids = pathListIntoIDs(train_val_directories)
# split ids into train+test and validation
train_test_ids, val_ids = train_test_split(ids, test_size = 0.2, random_state = 42)
# split train+test into train and test
train_ids, test_ids = train_test_split(train_test_ids, test_size = 0.15, random_state = 42)
# function to display data distribution
def showDataLayout():
plt.bar(["Train","Valid","Test"],
[len(train_ids), len(val_ids), len(test_ids)], align='center',color=[ 'green','red', 'blue'])
plt.legend()
plt.ylabel('Number of images')
plt.title('Data distribution')
plt.show()
showDataLayout()
# define segmentation areas
SEGMENT_CLASSES = {
0 : 'NOT TUMOR',
1 : 'NECROTIC/CORE', # or NON-ENHANCING TUMOR CORE
2 : 'EDEMA',
3 : 'ENHANCING' # original 4 -> converted into 3 later
}
# there are 155 slices per volume
# to start at 5 and use 145 slices means we will skip the first 5 and last 5
VOLUME_SLICES = 100
VOLUME_START_AT = 22 # first slice of volume that we will include
IMG_SIZE = 128
# override keras sequence DataGenerator class
class DataGenerator(keras.utils.Sequence):
# generates data for Keras
def __init__(self, list_IDs, dim=(IMG_SIZE,IMG_SIZE), batch_size = 1, n_channels = 2, shuffle=True):
# Initialization
self.dim = dim
self.batch_size = batch_size
self.list_IDs = list_IDs
self.n_channels = n_channels
self.shuffle = shuffle
self.on_epoch_end()
def __len__(self):
# denotes the number of batches per epoch
return int(np.floor(len(self.list_IDs) / self.batch_size))
def __getitem__(self, index):
# generate one batch of data
# Generate indexes of the batch
indexes = self.indexes[index*self.batch_size:(index+1)*self.batch_size]
# Find list of IDs
Batch_ids = [self.list_IDs[k] for k in indexes]
# Generate data
X, y = self.__data_generation(Batch_ids)
return X, y
def on_epoch_end(self):
# updates indexes after each epoch
self.indexes = np.arange(len(self.list_IDs))
if self.shuffle == True:
np.random.shuffle(self.indexes)
def __data_generation(self, Batch_ids):
'Generates data containing batch_size samples' # X : (n_samples, *dim, n_channels)
# initialization
X = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, self.n_channels))
y = np.zeros((self.batch_size*VOLUME_SLICES, 240, 240))
Y = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, 4))
# Generate data
for c, i in enumerate(Batch_ids):
case_path = os.path.join(train_data, i)
data_path = os.path.join(case_path, f'{i}_flair.nii');
flair = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_t1ce.nii');
ce = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_seg.nii');
seg = nib.load(data_path).get_fdata()
for j in range(VOLUME_SLICES):
X[j +VOLUME_SLICES*c,:,:,0] = cv2.resize(flair[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
X[j +VOLUME_SLICES*c,:,:,1] = cv2.resize(ce[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
y[j +VOLUME_SLICES*c] = seg[:,:,j+VOLUME_START_AT];
# Generate masks
y[y==4] = 3;
mask = tf.one_hot(y, 4);
Y = tf.image.resize(mask, (IMG_SIZE, IMG_SIZE));
#print("X size = {};\nY size = {}".format(X.shape, Y.shape))
return X/np.max(X), Y
System Architecture
Federated learning (FL)
machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a central server (e.g. service provider), while keeping the training data decentralized.
- FL brings the model to where the data lives, train it locally, and only upload the update to the server
- Local data storing and processing with global coordination is made possible by the emerging technology of mobile edge computing(MEC), where edge nodes, such as sensors, home gateways, micro servers, and small cells, are equipped with storage and computation capability.
Advantages
-
Highly efficient use of network bandwidth Less information is required to be transmitted to the cloud.
-
Privacy With guaranteed privacy, more users will be willing to take part in collaborative model training and so, better inference models are built.
-
Low latency The latency is much lower than that when decisions are made in the cloud before transmitting them to the end devices which is vital for time critical applications.
Comparison between Parameter Server and FL: Federated Learning protocol is very similar to the traditional parameter server protocol. The differences are: - In data center setting, shared storage is usually used, which means the worker machine do not keep persistent data storage on their own, and they fetch data from the shared storage at the beginning of each iteration. - In FL, the data, and thus the loss function, on the different clients may be very heterogeneous, and far from being representative of the joint data.(e.g. the data stored on each client may be highly non-IID) - In FL, the server never keeps track of any individual client information and only uses aggregates to ensure privacy. Because of the high churn in FL setting, only a small subset of the devices are selected by the server in each round.
### Scalability The implementation is scalable based on:
-Resource constrained system The federated learning simulation is is based on Tensorflow federated learning framework, can be deployed on set of clusters or a single machine based on the the need.
-Increasing number of clients As number of clients increase, subset of clients are selected to to be part of the model update process.
# function to take in data and return a dictionary with client names as keys and values as data shards
def create_client(data, num_clients, initial = 'client'):
# create a list of client names
client_names = ['{}_{}'.format(initial, i+1) for i in range(num_clients)]
# size of data shard
size = len(data)//num_clients
# create data shard for each client for i in [200, 40, 9]
shards = [data[0:200], data[200:240], data[240:249]]
print(len(data),len(shards), len(client_names))
print(len(shards[0]),len(shards[1]),len(shards[2]))
print(shards[0][0])
# number of clients must equal number of shards
assert(len(shards) == len(client_names))
return {client_names[i] : shards[i] for i in range(len(client_names))}
def weight_scaling_factor(data):
return len(data)/len(train_ids)
def scale_model_weights(weight, scalar):
'''function for scaling a models weights'''
weight_final = []
steps = len(weight)
for i in range(steps):
weight_final.append(scalar * weight[i])
return weight_final
def sum_scaled_weights(scaled_weight_list):
'''Return the sum of the listed scaled weights. The is equivalent to scaled avg of the weights'''
avg_grad = list()
#get the average grad accross all client gradients
for grad_list_tuple in zip(*scaled_weight_list):
layer_mean = tf.math.reduce_sum(grad_list_tuple, axis=0)
avg_grad.append(layer_mean)
return avg_grad
# function to evaluate the model on test data and print the current round and metrics
def evaluate_model(data, model, round):
test_generator = DataGenerator(data)
results = model.evaluate(test_generator, batch_size = batch_size, verbose = 1)
loss, accuracy = results[0], results[1]*100
print(f'round: {round} | loss: {loss} | accuracy: {accuracy:.2f}%')
# create clients
clients = create_client(train_ids,3)
valid_generator = DataGenerator(val_ids)
Distributed Training
We opt for distributed training accross each institution to take advantage of the available processing units, and the ultimate goal is to reduce the training time while making faster iteration to reach modeling goals
Here we are interested in Data parallelism which is distributed training category used to improve the efficiency of training the model with massive datasets
The distributed learning process can be summarized as follow: 1. Each GPU performs a forward pass on a different slice of the input data to compute the loss 2. Each GPU compute the gradient based ont he loss functions 3. The gradients are aggregated accross each of the devices, via an All-Reduce algorigm 4. The optimizer updates the weights using the reduced gradient, thereby keeping the devices in sync
An All-Reduce algorithm here is refered to as an operation that reduce a set of arrays on distributed workers into a single array that is distributed back to each of these workers
In distributed training, an additional computation is performed at the end of each training step where all workers exchange with each other the gradients and calculate the average
This approach been implemented using tf.distribute.MirroredStrategy from Tensorflow which supports synchronous distributed training on multiple GPUs on one machine. It creates one replica per GPU device. Each variable in the model is mirrored across all the replicas. Together, these variables form a single conceptual variable called MirroredVariable. These variables are kept in sync with each other by applying identical updates.
from tensorflow.compat.v1 import ConfigProto
from tensorflow.compat.v1 import InteractiveSession
config = ConfigProto()
config.gpu_options.allow_growth = True
session = InteractiveSession(config=config)
strategy = tf.distribute.MirroredStrategy()
print("Number of devices: {}".format(strategy.num_replicas_in_sync))
# Losses
from keras_unet_collection import losses
# losses.dice, losses.dice_coef
# dice loss as defined above for 4 classes
def dice_coef_class(y_true, y_pred, smooth=1.0):
class_num = 4
for i in range(class_num):
y_true_f = K.flatten(y_true[:,:,:,i])
y_pred_f = K.flatten(y_pred[:,:,:,i])
intersection = K.sum(y_true_f * y_pred_f)
loss = ((2. * intersection + smooth) / (K.sum(y_true_f) + K.sum(y_pred_f) + smooth))
# K.print_tensor(loss, message='loss value for class {} : '.format(SEGMENT_CLASSES[i]))
if i == 0:
total_loss = loss
else:
total_loss = total_loss + loss
total_loss = total_loss / class_num
# K.print_tensor(total_loss, message=' total dice coef: ')
return total_loss
# define per class evaluation of dice coef
# inspired by https://github.com/keras-team/keras/issues/9395
def dice_coef_necrotic(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,1] * y_pred[:,:,:,1]))
return (2. * intersection) / (K.sum(y_true[:,:,:,1]) + K.sum(y_pred[:,:,:,1]) + epsilon) # I dont like squre
def dice_coef_edema(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,2] * y_pred[:,:,:,2]))
return (2. * intersection) / (K.sum(y_true[:,:,:,2]) + K.sum(y_pred[:,:,:,2]) + epsilon)
def dice_coef_enhancing(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,3] * y_pred[:,:,:,3]))
return (2. * intersection) / (K.sum(y_true[:,:,:,3]) + K.sum(y_pred[:,:,:,3]) + epsilon)
# Computing Precision
def precision(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
predicted_positives = K.sum(K.round(K.clip(y_pred, 0, 1)))
precision = true_positives / (predicted_positives + K.epsilon())
return precision
# Computing Sensitivity
def sensitivity(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
possible_positives = K.sum(K.round(K.clip(y_true, 0, 1)))
return true_positives / (possible_positives + K.epsilon())
# Computing Specificity
def specificity(y_true, y_pred):
true_negatives = K.sum(K.round(K.clip((1-y_true) * (1-y_pred), 0, 1)))
possible_negatives = K.sum(K.round(K.clip(1-y_true, 0, 1)))
return true_negatives / (possible_negatives + K.epsilon())
U-Net Architectures
U-net is a special type of architecture for semantic image segmentation purposes [1], it consists of two main paths namely the encoder and the decoder * The encoder or contracting path: Similar to a regular CNN, it tries to understand the what of the image, it does it by using convolutions and max pooling * The decoder or expansion path: which is responsible to find the where part of the image by applying sequences of up-convolutions and concatenations with features from the corresponding contracting path
# U-NET
def build_unet(inputs, ker_init, dropout):
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(inputs)
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv1)
pool = MaxPooling2D(pool_size=(2, 2))(conv1)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
pool1 = MaxPooling2D(pool_size=(2, 2))(conv)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool1)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv2)
pool2 = MaxPooling2D(pool_size=(2, 2))(conv2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv3)
pool4 = MaxPooling2D(pool_size=(2, 2))(conv3)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool4)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv5)
drop5 = Dropout(dropout)(conv5)
up7 = Conv2D(256, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(drop5))
merge7 = concatenate([conv3,up7], axis = 3)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge7)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv7)
up8 = Conv2D(128, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv7))
merge8 = concatenate([conv2,up8], axis = 3)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge8)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv8)
up9 = Conv2D(64, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv8))
merge9 = concatenate([conv,up9], axis = 3)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge9)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv9)
up = Conv2D(32, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv9))
merge = concatenate([conv1,up], axis = 3)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
conv10 = Conv2D(4, (1,1), activation = 'softmax')(conv)
return Model(inputs = inputs, outputs = conv10)
#### Federated Learning
Unlinke the centralized learning, in **Federated Learning**, Institutions do not share their data but instead train a shared model locally and only send model updates to the central server. The server accumulates and aggregates the individual updates to yield a global model and then forwards the new shared parameters to each client for further training. Once the model updates have been applied, they are discarded by the central server as they are only required for enhancing the current global model.
The training process of the Federated Learning system we implemented can be summarized as follow:
1. The collaborator or institution receives the global model updates from the server and locally trains on their local data and sends the local model updates to the central server.
2. The central server receives the local model updates and performs secure aggregation without learning information about any collaborator to yield a global model.
3. The central server forwards the new shared parameters to the collaborators for further training.
4. Go back to 1 for another federated round.

input_layer = Input((IMG_SIZE, IMG_SIZE, 2))
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# add callback for training process
csv_logger = CSVLogger(f'{save_path}training_fl.log', separator=',', append=False)
checkpoint_filepath = f'{save_path}checkpoint_fl'
model_checkpoint_callback = tf.keras.callbacks.ModelCheckpoint(
filepath=checkpoint_filepath,
monitor='val_accuracy',
mode='max',
save_best_only=True)
callbacks = [
model_checkpoint_callback,
keras.callbacks.ReduceLROnPlateau(monitor='val_loss', factor=0.2,
patience=2, min_lr=0.000001, verbose=1),
csv_logger
]
def evaluate_model(data, model):
test_generator = DataGenerator(data)
results = model.evaluate(test_generator, batch_size = 32, verbose = 1)
for i in range(len(results)):
print("Metric_{}={}".format(i, results[i]))
return results
ROUNDS = 3
SELECTED_EACH_ROUND = 1
BATCH_SIZE = 1
EPOCHS_CLIENT = 10
# initialize global model
K.clear_session()
global_model = build_unet(input_layer, 'he_normal', 0.2)
global_model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing]
)
print("Begin Training")
# commence global training loop
for round in range(1, ROUNDS):
print(f'\nRound: {round}')
# get global model's weights
global_weights = global_model.get_weights()
# initial list to collect local model weights after scaling
scaled_local_weight_list = list()
# get client names
client_names= list(clients.keys())
random.shuffle(client_names)
count = 1
# loop through each client and create new local model
for client in client_names:
print(f'Client {count}')
with strategy.scope():
local_model = build_unet(input_layer, 'he_normal', 0.2)
local_model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing])
#set local model weight to the weight of the global model
local_model.set_weights(global_weights)
# get client data and pass it through a data generator
data = DataGenerator(clients[client], batch_size = BATCH_SIZE * strategy.num_replicas_in_sync )
# fit local model with client's data
local_model.fit(data, epochs=EPOCHS_CLIENT, steps_per_epoch = len(data), verbose = 1) #callbacks = callbacks, validation_data = valid_generator)
# scale the model weights and add to list
scaling_factor = weight_scaling_factor(data)
print(f'scaling_factor = {scaling_factor}')
scaled_weights = scale_model_weights(local_model.get_weights(), scaling_factor)
# not adding scaling
scaled_local_weight_list.append(local_model.get_weights()) # Here should be scaled_local_weight_list.append(scaled_weights)??
# scaled_local_weight_list.append(scaled_weights)
# clear session to free memory after each communication round
K.clear_session()
count += 1
#to get the average over all the local model, we simply take the sum of the scaled weights
print('len of scaled_local_weight_list = {}'.format(len(scaled_local_weight_list)))
average_weights = sum_scaled_weights(scaled_local_weight_list)
#update global model
global_model.set_weights(average_weights)
print('\nTraining Done!')
# evaluation
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# load training history
history = pd.read_csv(f'{save_path}training_fl.log', sep = ',', engine = 'python')
acc = history['accuracy']
epoch = range(len(acc))
loss = history['loss']
dice_class = history['dice_coef_class']
dice = history['dice_coef']
mean_iou = history['mean_io_u']
# visualize the training process
f, ax = plt.subplots(1, 5, figsize = (25, 8))
# ACCURACY
ax[0].plot(epoch, acc, 'b', label = 'Training Accuracy')
ax[0].legend()
# LOSS
ax[1].plot(epoch, loss, 'b', label = 'Training Loss')
ax[1].legend()
# CLASS DICE COEFFICIENT
ax[2].plot(epoch, dice_class, 'b', label = 'Training Class Dice Coefficient')
ax[2].legend()
# DICE COEFFICIENT
ax[3].plot(epoch, dice, 'b', label = 'Training Dice Coefficient')
ax[3].legend()
# Mean IoU
ax[4].plot(epoch, mean_iou, 'b', label = 'Training MeanIoU')
ax[4].legend()
plt.show()
Discussion
This experiment is a simulation experiment, which simulates federated learning on a machine and implements the Federated averaging algorithm.
In this project, we investigate the unbalanced scenario of federated learning in which different clients have access to different amounts of data. A total of three clients are set up with significantly different amounts of data, e.g., 400 vs 40 vs 9. First, we tested the same model (a basic U-Net) on one client with nine training data and received a 0.36 DICE score (dicecoefclass). Then we tested if this client would benefit from federated learning. As a result, the DICE score is around 0.63, which represents a 0.3 improvement over 0.36.
Areas for further improvement: - Model: Only a basic U-Net was investigated. In the report, it is also suggested that the performance of federated learning would benefit from more advanced U-Nets; - Modality: Different clients might have different modalities that we could simulate in the further; - Hyperparameters: There are four main hyperparameters in federated learning: the round of federated learning procedure (ROUNDS); the selected client in each round (SELECTEDEACHROUND); the batch size of local training for a single client (BATCHSIZE); the epoch number of local training for a single client (EPOCHSCLIENT). In this project, we only present the result using a single setting: ROUNDS = 5, SELECTEDEACHROUND = 1, BATCHSIZE = 1, and EPOCHSCLIENT = 10. We have also tested other settings using another machine, but the results don't provide more information, so we chose only to present this one. - Other options for implementing federated learning: We also believe that investigating more options for implementing federated learning will be beneficial. We found the following other options to be of interest: Databricks+PyGitHub; TensorFlowFederated(TFF); Flower(PyTorch based); MONAI+NVIDIA: link1, link2; Ray(Pytorch).
[1] Ronneberger, Olaf, Philipp Fischer, and Thomas Brox. "U-net: Convolutional networks for biomedical image segmentation." International Conference on Medical image computing and computer-assisted intervention. Springer, Cham, 2015.
This is our baseline for Tumor Segmentation Task. All the code used for this project is modified and derived based on this repo.
-
Note: Please do not rerun the code since training is time-consuming (~4h);
-
Code is tested on tiny-debug-cluster-gpu.
Load Libraries
import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
import seaborn as sns
import matplotlib.pyplot as plt
import os
import cv2
# glob (short for global) is used to return all file paths that match a specific pattern.
import glob
# PIL adds image processing capabilities to your Python interpreter.
import PIL
import PIL.Image
if not hasattr(PIL.Image, 'Resampling'): # Pillow<9.0
PIL.Image.Resampling = PIL.Image
from PIL import ImageOps
# Shutil module offers high-level operation on a file like a copy, create, and remote operation on the file.
import shutil
# skimage is a collection of algorithms for image processing and computer vision.
from skimage import data
from skimage.util import montage
import skimage.transform as skTrans
from skimage.transform import rotate
from skimage.transform import resize
# NEURAL IMAGING
import nilearn as nl
import nibabel as nib # access a multitude of neuroimaging data formats
import nilearn.plotting as nlplt
# import gif_your_nifti.core as gif2nif
# ML Libraries
# import keras
import tensorflow.keras.backend as K
from tensorflow.keras.callbacks import CSVLogger
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras.utils import plot_model
from sklearn.preprocessing import MinMaxScaler
from sklearn.model_selection import train_test_split
from sklearn.metrics import classification_report
from tensorflow.keras.models import *
from tensorflow.keras.layers import *
from tensorflow.keras.optimizers import *
from tensorflow.keras.callbacks import ModelCheckpoint, ReduceLROnPlateau, EarlyStopping, TensorBoard
from tensorflow.keras.layers.experimental import preprocessing
from ray.train.tensorflow import TensorflowTrainer
from ray import tune
# make numpy printouts easier to read
np.set_printoptions(precision = 3, suppress = True)
import warnings
warnings.filterwarnings('ignore')
All BraTS multimodal scans are available as NIfTI files (.nii.gz) and describe a) native (T1) and b) post-contrast T1-weighted (T1Gd), c) T2-weighted (T2), and d) T2 Fluid Attenuated Inversion Recovery (T2-FLAIR) volumes, and were acquired with different clinical protocols and various scanners from multiple (n=19) institutions. The data is collected from this link. All the imaging datasets have been segmented manually, by one to four raters, following the same annotation protocol, and their annotations were approved by experienced neuro-radiologists. Annotations comprise the GD-enhancing tumor (ET — label 4), the peritumoral edema (ED — label 2), and the necrotic and non-enhancing tumor core (NCR/NET — label 1), as described both in the BraTS 2012-2013 TMI paper and in the latest BraTS summarizing paper. The provided data are distributed after their pre-processing, i.e., co-registered to the same anatomical template, interpolated to the same resolution (1 mm^3) and skull-stripped.
# dataset path
train_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_TrainingData/MICCAI_BraTS2020_TrainingData/"
valid_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_ValidationData/MICCAI_BraTS2020_ValidationData/"
id_img = '369'
test_image_flair = nib.load(train_data + f'BraTS20_Training_{id_img}/BraTS20_Training_{id_img}_flair.nii').get_fdata()
test_image_t1 = nib.load(train_data + f'BraTS20_Training_{id_img}/BraTS20_Training_{id_img}_t1.nii').get_fdata()
test_image_t1ce = nib.load(train_data + f'BraTS20_Training_{id_img}/BraTS20_Training_{id_img}_t1ce.nii').get_fdata()
test_image_t2 = nib.load(train_data + f'BraTS20_Training_{id_img}/BraTS20_Training_{id_img}_t2.nii').get_fdata()
test_mask = nib.load(train_data + f'BraTS20_Training_{id_img}/BraTS20_Training_{id_img}_seg.nii').get_fdata()
fig, (ax1, ax2, ax3, ax4, ax5) = plt.subplots(1, 5, figsize = (20, 10))
slice_w = 25
# FLAIR
ax1.imshow(test_image_flair[:,:,test_image_flair.shape[0]//2-slice_w], cmap = 'gray')
ax1.set_title('Image flair')
# T1
ax2.imshow(test_image_t1[:,:,test_image_t1.shape[0]//2-slice_w], cmap = 'gray')
ax2.set_title('Image t1')
# T1CE
ax3.imshow(test_image_t1ce[:,:,test_image_t1ce.shape[0]//2-slice_w], cmap = 'gray')
ax3.set_title('Image t1ce')
# T2
ax4.imshow(test_image_t2[:,:,test_image_t2.shape[0]//2-slice_w], cmap = 'gray')
ax4.set_title('Image t2')
# MASK
ax5.imshow(test_mask[:,:,test_mask.shape[0]//2-slice_w])
ax5.set_title('Mask')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_image_t1[50:-50,:,:]), 90, resize = True), cmap = 'gray')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_mask[50:-50,:,:]), 90, resize = True), cmap = 'gray')
# list of directories
train_val_directories = [f.path for f in os.scandir(train_data) if f.is_dir()]
# remove BraTS20_Training_355 since it has ill formatted name for seg.nii file
train_val_directories.remove(train_data + 'BraTS20_Training_355')
# function to convert list of paths into IDs
def pathListIntoIDs(dirList):
x = []
for i in range(0, len(dirList)):
x.append(dirList[i][dirList[i].rfind('/')+1:])
return x
ids = pathListIntoIDs(train_val_directories)
# split ids into train+test and validation
train_test_ids, val_ids = train_test_split(ids, test_size = 0.2)
# split train+test into train and test
train_ids, test_ids = train_test_split(train_test_ids, test_size = 0.15)
# function to display data distribution
def showDataLayout():
plt.bar(["Train","Valid","Test"],
[len(train_ids), len(val_ids), len(test_ids)], align='center',color=[ 'green','red', 'blue'])
plt.legend()
plt.ylabel('Number of images')
plt.title('Data distribution')
plt.show()
showDataLayout()
IMG_SIZE = 128
# define segmentation areas
SEGMENT_CLASSES = {
0 : 'NOT TUMOR',
1 : 'NECROTIC/CORE', # or NON-ENHANCING TUMOR CORE
2 : 'EDEMA',
3 : 'ENHANCING' # original 4 -> converted into 3 later
}
# there are 155 slices per volume
# to start at 5 and use 145 slices means we will skip the first 5 and last 5
VOLUME_SLICES = 100
VOLUME_START_AT = 22 # first slice of volume that we will include
# override keras sequence DataGenerator class
class DataGenerator(keras.utils.Sequence):
# generates data for Keras
def __init__(self, list_IDs, dim=(IMG_SIZE,IMG_SIZE), batch_size = 1 , n_channels = 2, shuffle=True):
# Initialization
self.dim = dim
self.batch_size = batch_size
self.list_IDs = list_IDs
self.n_channels = n_channels
self.shuffle = shuffle
self.on_epoch_end()
def __len__(self):
# denotes the number of batches per epoch
return int(np.floor(len(self.list_IDs) / self.batch_size))
def __getitem__(self, index):
# generate one batch of data
# Generate indexes of the batch
indexes = self.indexes[index*self.batch_size:(index+1)*self.batch_size]
# Find list of IDs
Batch_ids = [self.list_IDs[k] for k in indexes]
# Generate data
X, y = self.__data_generation(Batch_ids)
return X, y
def on_epoch_end(self):
# updates indexes after each epoch
self.indexes = np.arange(len(self.list_IDs))
if self.shuffle == True:
np.random.shuffle(self.indexes)
def __data_generation(self, Batch_ids):
'Generates data containing batch_size samples' # X : (n_samples, *dim, n_channels)
# initialization
X = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, self.n_channels))
y = np.zeros((self.batch_size*VOLUME_SLICES, 240, 240))
Y = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, 4))
# Generate data
for c, i in enumerate(Batch_ids):
case_path = os.path.join(train_data, i)
data_path = os.path.join(case_path, f'{i}_flair.nii');
flair = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_t1ce.nii');
ce = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_seg.nii');
seg = nib.load(data_path).get_fdata()
for j in range(VOLUME_SLICES):
X[j +VOLUME_SLICES*c,:,:,0] = cv2.resize(flair[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
X[j +VOLUME_SLICES*c,:,:,1] = cv2.resize(ce[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
y[j +VOLUME_SLICES*c] = seg[:,:,j+VOLUME_START_AT];
# Generate masks
y[y==4] = 3;
mask = tf.one_hot(y, 4);
Y = tf.image.resize(mask, (IMG_SIZE, IMG_SIZE));
return X/np.max(X), Y
training_generator = DataGenerator(train_ids)
valid_generator = DataGenerator(val_ids)
test_generator = DataGenerator(test_ids)
tf.distribute.Strategy is a TensorFlow API to distribute training across multiple GPUs, multiple machines, or TPUs. Using this API, we can distribute our existing models and training code with minimal code changes.
tf.distribute.Strategy has been designed with these key goals in mind:
- Easy to use and support multiple user segments, including researchers, machine learning engineers, etc.
- Provide good performance out of the box.
- Easy switching between strategies.
- You can distribute training using tf.distribute.Strategy with a high-level API like Keras Model.fit, as well as custom training loops (and, in general, any computation using TensorFlow).
In TensorFlow 2.x, we can execute our programs eagerly, or in a graph using tf.function. tf.distribute.Strategy intends to support both these modes of execution, but works best with tf.function. Eager mode is only recommended for debugging purposes and not supported for tf.distribute.TPUStrategy. Although training is the focus of this guide, this API can also be used for distributing evaluation and prediction on different platforms.
tf.distribute.Strategy can be used with very few changes to the code, because the underlying components of TensorFlow have been changed to become strategy-aware. This includes variables, layers, models, optimizers, metrics, summaries, and checkpoints.
tf.distribute.MirroredStrategy supports synchronous distributed training on multiple GPUs on one machine. It creates one replica per GPU device. Each variable in the model is mirrored across all the replicas. Together, these variables form a single conceptual variable called MirroredVariable. These variables are kept in sync with each other by applying identical updates.
Efficient all-reduce algorithms are used to communicate the variable updates across the devices. All-reduce aggregates tensors across all the devices by adding them up, and makes them available on each device. It’s a fused algorithm that is very efficient and can reduce the overhead of synchronization significantly. There are many all-reduce algorithms and implementations available, depending on the type of communication available between devices. By default, it uses the NVIDIA Collective Communication Library (NCCL) as the all-reduce implementation.
Types of strategies
tf.distribute.Strategy intends to cover a number of use cases along different axes. Some of these axes are:
- Synchronous vs asynchronous training: These are two common ways of distributing training with data parallelism. In sync training, all workers train over different slices of input data in sync, and aggregating gradients at each step. In async training, all workers are independently training over the input data and updating variables asynchronously. Typically sync training is supported via all-reduce and async through parameter server architecture.
- Hardware platform: which is good for scaling our training onto multiple GPUs on one machine, or multiple machines in a network (with 0 or more GPUs each), or on Cloud TPUs.
from tensorflow.compat.v1 import ConfigProto
from tensorflow.compat.v1 import InteractiveSession
config = ConfigProto()
config.gpu_options.allow_growth = True
session = InteractiveSession(config=config)
strategy = tf.distribute.MirroredStrategy()
print("Number of devices: {}".format(strategy.num_replicas_in_sync))
# Losses
from keras_unet_collection import losses
# losses.dice, losses.dice_coef
# dice loss as defined above for 4 classes
def dice_coef_class(y_true, y_pred, smooth=1.0):
class_num = 4
for i in range(class_num):
y_true_f = K.flatten(y_true[:,:,:,i])
y_pred_f = K.flatten(y_pred[:,:,:,i])
intersection = K.sum(y_true_f * y_pred_f)
loss = ((2. * intersection + smooth) / (K.sum(y_true_f) + K.sum(y_pred_f) + smooth))
# K.print_tensor(loss, message='loss value for class {} : '.format(SEGMENT_CLASSES[i]))
if i == 0:
total_loss = loss
else:
total_loss = total_loss + loss
total_loss = total_loss / class_num
# K.print_tensor(total_loss, message=' total dice coef: ')
return total_loss
# define per class evaluation of dice coef
# inspired by https://github.com/keras-team/keras/issues/9395
def dice_coef_necrotic(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,1] * y_pred[:,:,:,1]))
return (2. * intersection) / (K.sum(y_true[:,:,:,1]) + K.sum(y_pred[:,:,:,1]) + epsilon) # I dont like squre
def dice_coef_edema(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,2] * y_pred[:,:,:,2]))
return (2. * intersection) / (K.sum(y_true[:,:,:,2]) + K.sum(y_pred[:,:,:,2]) + epsilon)
def dice_coef_enhancing(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,3] * y_pred[:,:,:,3]))
return (2. * intersection) / (K.sum(y_true[:,:,:,3]) + K.sum(y_pred[:,:,:,3]) + epsilon)
# Computing Precision
def precision(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
predicted_positives = K.sum(K.round(K.clip(y_pred, 0, 1)))
precision = true_positives / (predicted_positives + K.epsilon())
return precision
# Computing Sensitivity
def sensitivity(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
possible_positives = K.sum(K.round(K.clip(y_true, 0, 1)))
return true_positives / (possible_positives + K.epsilon())
# Computing Specificity
def specificity(y_true, y_pred):
true_negatives = K.sum(K.round(K.clip((1-y_true) * (1-y_pred), 0, 1)))
possible_negatives = K.sum(K.round(K.clip(1-y_true, 0, 1)))
return true_negatives / (possible_negatives + K.epsilon())
# U-NET
def build_unet(inputs, ker_init, dropout):
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(inputs)
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv1)
pool = MaxPooling2D(pool_size=(2, 2))(conv1)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
pool1 = MaxPooling2D(pool_size=(2, 2))(conv)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool1)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv2)
pool2 = MaxPooling2D(pool_size=(2, 2))(conv2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv3)
pool4 = MaxPooling2D(pool_size=(2, 2))(conv3)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool4)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv5)
drop5 = Dropout(dropout)(conv5)
up7 = Conv2D(256, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(drop5))
merge7 = concatenate([conv3,up7], axis = 3)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge7)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv7)
up8 = Conv2D(128, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv7))
merge8 = concatenate([conv2,up8], axis = 3)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge8)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv8)
up9 = Conv2D(64, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv8))
merge9 = concatenate([conv,up9], axis = 3)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge9)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv9)
up = Conv2D(32, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv9))
merge = concatenate([conv1,up], axis = 3)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
conv10 = Conv2D(4, (1,1), activation = 'softmax')(conv)
return Model(inputs = inputs, outputs = conv10)
input_layer = Input((IMG_SIZE, IMG_SIZE, 2))
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# add callback for training process
csv_logger = CSVLogger(f'{save_path}training_baseline2.log', separator=',', append=False)
checkpoint_filepath = f'{save_path}checkpoint'
model_checkpoint_callback = tf.keras.callbacks.ModelCheckpoint(
filepath=checkpoint_filepath,
monitor='val_accuracy',
mode='max',
save_best_only=True)
callbacks = [
model_checkpoint_callback,
keras.callbacks.ReduceLROnPlateau(monitor='val_loss', factor=0.2,
patience=2, min_lr=0.000001, verbose=1),
csv_logger
]
# TRAIN MODEL
BATCH_SIZE = 1
training_generator = DataGenerator(train_ids, batch_size = BATCH_SIZE * strategy.num_replicas_in_sync )
K.clear_session()
with strategy.scope():
model = build_unet(input_layer, 'he_normal', 0.2)
model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing])
history = model.fit(training_generator,
epochs=30,
steps_per_epoch=len(train_ids),
callbacks= callbacks,
validation_data = valid_generator
)
# save the model
model.save(f"{save_path}model_baseline.h5")
# load trained model
model = build_unet(input_layer, 'he_normal', 0.2)
model.load_weights(checkpoint_filepath)
# load training history
history = pd.read_csv(f"{save_path}training_baseline2.log", sep = ',', engine = 'python')
acc = history['accuracy']
val_acc = history['val_accuracy']
epoch = range(len(acc))
loss = history['loss']
val_loss = history['val_loss']
dice_class = history['dice_coef_class']
val_dice_class = history['val_dice_coef_class']
dice = history['dice_coef']
val_dice = history['val_dice_coef']
mean_iou = history['mean_io_u']
val_mean_iou = history['val_mean_io_u']
# visualize the training process
f, ax = plt.subplots(1, 5, figsize = (25, 8))
# ACCURACY
ax[0].plot(epoch, acc, 'b', label = 'Training Accuracy')
ax[0].plot(epoch, val_acc, 'r', label = 'Validation Accuracy')
ax[0].legend()
# LOSS
ax[1].plot(epoch, loss, 'b', label = 'Training Loss')
ax[1].plot(epoch, val_loss, 'r', label = 'Validation Loss')
ax[1].legend()
# CLASS DICE COEFFICIENT
ax[2].plot(epoch, dice_class, 'b', label = 'Training Class Dice Coefficient')
ax[2].plot(epoch, val_dice_class, 'r', label = 'Validation Class Dice Coefficient')
ax[2].legend()
# DICE COEFFICIENT
ax[3].plot(epoch, dice, 'b', label = 'Training Dice Coefficient')
ax[3].plot(epoch, val_dice, 'r', label = 'Validation Dice Coefficient')
ax[3].legend()
# Mean IoU
ax[4].plot(epoch, mean_iou, 'b', label = 'Training MeanIoU')
ax[4].plot(epoch, val_mean_iou, 'r', label = 'Validation MeanIoU')
ax[4].legend()
plt.show()
def predictByPath(case_path,case):
files = next(os.walk(case_path))[2]
X = np.empty((VOLUME_SLICES, IMG_SIZE, IMG_SIZE, 2))
# y = np.empty((VOLUME_SLICES, IMG_SIZE, IMG_SIZE))
vol_path = os.path.join(case_path, f'BraTS20_Training_{case}_flair.nii');
flair=nib.load(vol_path).get_fdata()
vol_path = os.path.join(case_path, f'BraTS20_Training_{case}_t1ce.nii');
ce=nib.load(vol_path).get_fdata()
# vol_path = os.path.join(case_path, f'BraTS20_Training_{case}_seg.nii');
# seg=nib.load(vol_path).get_fdata()
for j in range(VOLUME_SLICES):
X[j,:,:,0] = cv2.resize(flair[:,:,j+VOLUME_START_AT], (IMG_SIZE,IMG_SIZE))
X[j,:,:,1] = cv2.resize(ce[:,:,j+VOLUME_START_AT], (IMG_SIZE,IMG_SIZE))
# y[j,:,:] = cv2.resize(seg[:,:,j+VOLUME_START_AT], (IMG_SIZE,IMG_SIZE))
# model.evaluate(x=X,y=y[:,:,:,0], callbacks= callbacks)
return model.predict(X/np.max(X), verbose=1)
def showPredictsById(case, start_slice = 60):
path = f"/dbfs/FileStore/tables/BraTS2020/BraTS2020_TrainingData/MICCAI_BraTS2020_TrainingData/BraTS20_Training_{case}"
gt = nib.load(os.path.join(path, f'BraTS20_Training_{case}_seg.nii')).get_fdata()
origImage = nib.load(os.path.join(path, f'BraTS20_Training_{case}_flair.nii')).get_fdata()
p = predictByPath(path, case)
core = p[:,:,:,1]
edema= p[:,:,:,2]
enhancing = p[:,:,:,3]
plt.figure(figsize=(18, 50))
f, axarr = plt.subplots(1,6, figsize = (18, 50))
for i in range(6): # for each image, add brain background
axarr[i].imshow(cv2.resize(origImage[:,:,start_slice+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE)), cmap="gray", interpolation='none')
axarr[0].imshow(cv2.resize(origImage[:,:,start_slice+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE)), cmap="gray")
axarr[0].title.set_text('Original image flair')
curr_gt=cv2.resize(gt[:,:,start_slice+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE), interpolation = cv2.INTER_NEAREST)
axarr[1].imshow(curr_gt, cmap="Reds", interpolation='none', alpha=0.3) # ,alpha=0.3,cmap='Reds'
axarr[1].title.set_text('Ground truth')
axarr[2].imshow(p[start_slice,:,:,1:4], cmap="Reds", interpolation='none', alpha=0.3)
axarr[2].title.set_text('all classes')
axarr[3].imshow(edema[start_slice,:,:], cmap="OrRd", interpolation='none', alpha=0.3)
axarr[3].title.set_text(f'{SEGMENT_CLASSES[1]} predicted')
axarr[4].imshow(core[start_slice,:,], cmap="OrRd", interpolation='none', alpha=0.3)
axarr[4].title.set_text(f'{SEGMENT_CLASSES[2]} predicted')
axarr[5].imshow(enhancing[start_slice,:,], cmap="OrRd", interpolation='none', alpha=0.3)
axarr[5].title.set_text(f'{SEGMENT_CLASSES[3]} predicted')
plt.show()
showPredictsById(case = test_ids[3][-3:])
case = test_ids[4][-3:]
path = f"/dbfs/FileStore/tables/BraTS2020/BraTS2020_TrainingData/MICCAI_BraTS2020_TrainingData/BraTS20_Training_{case}"
# ground truth
gt = nib.load(os.path.join(path, f'BraTS20_Training_{case}_seg.nii')).get_fdata()
p = predictByPath(path, case)
core = p[:, :, :, 1]
edema = p[:, :, :, 2]
enhancing = p[:, :, :, 3]
# slice at
i = 40
eval_class = 2
# use only one class for per class evaluation
gt[gt != eval_class] = 1
resized_gt = cv2.resize(gt[:,:,i+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE))
plt.figure()
f, axarr = plt.subplots(1,2)
axarr[0].imshow(resized_gt, cmap="gray")
axarr[0].title.set_text('ground truth')
axarr[1].imshow(p[i,:,:,eval_class], cmap="gray")
axarr[1].title.set_text(f'predicted class: {SEGMENT_CLASSES[eval_class]}')
plt.show()
-
Note: Please do not rerun the code since training is time-consuming;
-
Code is tested on tiny-debug-cluster-gpu.
Load Libraries
import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
import seaborn as sns
import matplotlib.pyplot as plt
import random
import os
import cv2
import glob
# PIL adds image processing capabilities to your Python interpreter.
import PIL
from PIL import Image, ImageOps
# Shutil module offers high-level operation on a file like a copy, create, and remote operation on the file.
import shutil
# skimage is a collection of algorithms for image processing and computer vision.
from skimage import data
from skimage.util import montage
import skimage.transform as skTrans
from skimage.transform import rotate
from skimage.transform import resize
# NEURAL IMAGING
import nilearn as nl
import nibabel as nib # access a multitude of neuroimaging data formats
# ML Libraries
import keras
import keras.backend as K
from keras.callbacks import CSVLogger
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras.utils import plot_model
from sklearn.preprocessing import MinMaxScaler
from sklearn.model_selection import train_test_split
from sklearn.metrics import classification_report
from tensorflow.keras.models import *
from tensorflow.keras.layers import *
from tensorflow.keras.optimizers import *
from tensorflow.keras.callbacks import ModelCheckpoint, ReduceLROnPlateau, EarlyStopping, TensorBoard
from tensorflow.keras.layers.experimental import preprocessing
# make numpy printouts easier to read
np.set_printoptions(precision = 3, suppress = True)
import warnings
warnings.filterwarnings('ignore')
# dataset path
train_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_TrainingData/MICCAI_BraTS2020_TrainingData/"
valid_data = "/dbfs/FileStore/tables/BraTS2020/BraTS2020_ValidationData/MICCAI_BraTS2020_ValidationData/"
Data Visualization
%md All BraTS multimodal scans are available as NIfTI files (.nii.gz) and describe a) native (T1) and b) post-contrast T1-weighted (T1Gd), c) T2-weighted (T2), and d) T2 Fluid Attenuated Inversion Recovery (T2-FLAIR) volumes, and were acquired with different clinical protocols and various scanners from multiple (n=19) institutions. The data is collected from this link. All the imaging datasets have been segmented manually, by one to four raters, following the same annotation protocol, and their annotations were approved by experienced neuro-radiologists. Annotations comprise the GD-enhancing tumor (ET — label 4), the peritumoral edema (ED — label 2), and the necrotic and non-enhancing tumor core (NCR/NET — label 1), as described both in the BraTS 2012-2013 TMI paper and in the latest BraTS summarizing paper. The provided data are distributed after their pre-processing, i.e., co-registered to the same anatomical template, interpolated to the same resolution (1 mm^3) and skull-stripped.
test_image_flair = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_flair.nii').get_fdata()
test_image_t1 = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t1.nii').get_fdata()
test_image_t1ce = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t1ce.nii').get_fdata()
test_image_t2 = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_t2.nii').get_fdata()
test_mask = nib.load(train_data + 'BraTS20_Training_001/BraTS20_Training_001_seg.nii').get_fdata()
fig, (ax1, ax2, ax3, ax4, ax5) = plt.subplots(1, 5, figsize = (20, 10))
slice_w = 25
# FLAIR
ax1.imshow(test_image_flair[:,:,test_image_flair.shape[0]//2-slice_w], cmap = 'gray')
ax1.set_title('Image flair')
# T1
ax2.imshow(test_image_t1[:,:,test_image_t1.shape[0]//2-slice_w], cmap = 'gray')
ax2.set_title('Image t1')
# T1CE
ax3.imshow(test_image_t1ce[:,:,test_image_t1ce.shape[0]//2-slice_w], cmap = 'gray')
ax3.set_title('Image t1ce')
# T2
ax4.imshow(test_image_t2[:,:,test_image_t2.shape[0]//2-slice_w], cmap = 'gray')
ax4.set_title('Image t2')
# MASK
ax5.imshow(test_mask[:,:,test_mask.shape[0]//2-slice_w])
ax5.set_title('Mask')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_image_t1[50:-50,:,:]), 90, resize = True), cmap = 'gray')
# skip 50:-50 slices since there is not much to see
fig, ax1 = plt.subplots(1, 1, figsize = (15, 15))
ax1.imshow(rotate(montage(test_mask[50:-50,:,:]), 90, resize = True), cmap = 'gray')
# list of directories
train_val_directories = [f.path for f in os.scandir(train_data) if f.is_dir()]
# remove BraTS20_Training_355 since it has ill formatted name for seg.nii file
train_val_directories.remove(train_data + 'BraTS20_Training_355')
# function to convert list of paths into IDs
def pathListIntoIDs(dirList):
x = []
for i in range(0, len(dirList)):
x.append(dirList[i][dirList[i].rfind('/')+1:])
return x
ids = pathListIntoIDs(train_val_directories)
# split ids into train+test and validation
train_test_ids, val_ids = train_test_split(ids, test_size = 0.2, random_state = 42)
# split train+test into train and test
train_ids, test_ids = train_test_split(train_test_ids, test_size = 0.15, random_state = 42)
# function to display data distribution
def showDataLayout():
plt.bar(["Train","Valid","Test"],
[len(train_ids), len(val_ids), len(test_ids)], align='center',color=[ 'green','red', 'blue'])
plt.legend()
plt.ylabel('Number of images')
plt.title('Data distribution')
plt.show()
showDataLayout()
# define segmentation areas
SEGMENT_CLASSES = {
0 : 'NOT TUMOR',
1 : 'NECROTIC/CORE', # or NON-ENHANCING TUMOR CORE
2 : 'EDEMA',
3 : 'ENHANCING' # original 4 -> converted into 3 later
}
# there are 155 slices per volume
# to start at 5 and use 145 slices means we will skip the first 5 and last 5
VOLUME_SLICES = 100
VOLUME_START_AT = 22 # first slice of volume that we will include
IMG_SIZE = 128
# override keras sequence DataGenerator class
class DataGenerator(keras.utils.Sequence):
# generates data for Keras
def __init__(self, list_IDs, dim=(IMG_SIZE,IMG_SIZE), batch_size = 1, n_channels = 2, shuffle=True):
# Initialization
self.dim = dim
self.batch_size = batch_size
self.list_IDs = list_IDs
self.n_channels = n_channels
self.shuffle = shuffle
self.on_epoch_end()
def __len__(self):
# denotes the number of batches per epoch
return int(np.floor(len(self.list_IDs) / self.batch_size))
def __getitem__(self, index):
# generate one batch of data
# Generate indexes of the batch
indexes = self.indexes[index*self.batch_size:(index+1)*self.batch_size]
# Find list of IDs
Batch_ids = [self.list_IDs[k] for k in indexes]
# Generate data
X, y = self.__data_generation(Batch_ids)
return X, y
def on_epoch_end(self):
# updates indexes after each epoch
self.indexes = np.arange(len(self.list_IDs))
if self.shuffle == True:
np.random.shuffle(self.indexes)
def __data_generation(self, Batch_ids):
'Generates data containing batch_size samples' # X : (n_samples, *dim, n_channels)
# initialization
X = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, self.n_channels))
y = np.zeros((self.batch_size*VOLUME_SLICES, 240, 240))
Y = np.zeros((self.batch_size*VOLUME_SLICES, *self.dim, 4))
# Generate data
for c, i in enumerate(Batch_ids):
case_path = os.path.join(train_data, i)
data_path = os.path.join(case_path, f'{i}_flair.nii');
flair = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_t1ce.nii');
ce = nib.load(data_path).get_fdata()
data_path = os.path.join(case_path, f'{i}_seg.nii');
seg = nib.load(data_path).get_fdata()
for j in range(VOLUME_SLICES):
X[j +VOLUME_SLICES*c,:,:,0] = cv2.resize(flair[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
X[j +VOLUME_SLICES*c,:,:,1] = cv2.resize(ce[:,:,j+VOLUME_START_AT], (IMG_SIZE, IMG_SIZE));
y[j +VOLUME_SLICES*c] = seg[:,:,j+VOLUME_START_AT];
# Generate masks
y[y==4] = 3;
mask = tf.one_hot(y, 4);
Y = tf.image.resize(mask, (IMG_SIZE, IMG_SIZE));
#print("X size = {};\nY size = {}".format(X.shape, Y.shape))
return X/np.max(X), Y
# function to take in data and return a dictionary with client names as keys and values as data shards
def create_client(data, num_clients, initial = 'client'):
# create a list of client names
client_names = ['{}_{}'.format(initial, i+1) for i in range(num_clients)]
# size of data shard
# size = len(data)//num_clients
# create data shard for each client for i in [200, 40, 9]
shards = [data[0:200], data[200:240], data[240:249]]
print(len(data),len(shards), len(client_names))
print(len(shards[0]),len(shards[1]),len(shards[2]))
print(shards[0][0])
# number of clients must equal number of shards
assert(len(shards) == len(client_names))
return {client_names[i] : shards[i] for i in range(len(client_names))}
def weight_scaling_factor(data):
return len(data)/len(train_ids)
def scale_model_weights(weight, scalar):
'''function for scaling a models weights'''
weight_final = []
steps = len(weight)
for i in range(steps):
weight_final.append(scalar * weight[i])
return weight_final
def sum_scaled_weights(scaled_weight_list):
'''Return the sum of the listed scaled weights. The is equivalent to scaled avg of the weights'''
avg_grad = list()
#get the average grad accross all client gradients
for grad_list_tuple in zip(*scaled_weight_list):
layer_mean = tf.math.reduce_sum(grad_list_tuple, axis=0)
avg_grad.append(layer_mean)
return avg_grad
# function to evaluate the model on test data and print the current round and metrics
def evaluate_model(data, model, round):
test_generator = DataGenerator(data)
results = model.evaluate(test_generator, batch_size = batch_size, verbose = 1)
loss, accuracy = results[0], results[1]*100
print(f'round: {round} | loss: {loss} | accuracy: {accuracy:.2f}%')
# create clients
clients = create_client(train_ids,3)
valid_generator = DataGenerator(val_ids)
from tensorflow.compat.v1 import ConfigProto
from tensorflow.compat.v1 import InteractiveSession
config = ConfigProto()
config.gpu_options.allow_growth = True
session = InteractiveSession(config=config)
strategy = tf.distribute.MirroredStrategy()
print("Number of devices: {}".format(strategy.num_replicas_in_sync))
\[\mathscr(A)\]
Dice Score
# Losses
from keras_unet_collection import losses
# losses.dice, losses.dice_coef
# dice loss as defined above for 4 classes
def dice_coef_class(y_true, y_pred, smooth=1.0):
class_num = 4
for i in range(class_num):
y_true_f = K.flatten(y_true[:,:,:,i])
y_pred_f = K.flatten(y_pred[:,:,:,i])
intersection = K.sum(y_true_f * y_pred_f)
loss = ((2. * intersection + smooth) / (K.sum(y_true_f) + K.sum(y_pred_f) + smooth))
# K.print_tensor(loss, message='loss value for class {} : '.format(SEGMENT_CLASSES[i]))
if i == 0:
total_loss = loss
else:
total_loss = total_loss + loss
total_loss = total_loss / class_num
# K.print_tensor(total_loss, message=' total dice coef: ')
return total_loss
# define per class evaluation of dice coef
# inspired by https://github.com/keras-team/keras/issues/9395
def dice_coef_necrotic(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,1] * y_pred[:,:,:,1]))
return (2. * intersection) / (K.sum(y_true[:,:,:,1]) + K.sum(y_pred[:,:,:,1]) + epsilon) # I dont like squre
def dice_coef_edema(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,2] * y_pred[:,:,:,2]))
return (2. * intersection) / (K.sum(y_true[:,:,:,2]) + K.sum(y_pred[:,:,:,2]) + epsilon)
def dice_coef_enhancing(y_true, y_pred, epsilon=1e-6):
intersection = K.sum(K.abs(y_true[:,:,:,3] * y_pred[:,:,:,3]))
return (2. * intersection) / (K.sum(y_true[:,:,:,3]) + K.sum(y_pred[:,:,:,3]) + epsilon)
# Computing Precision
def precision(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
predicted_positives = K.sum(K.round(K.clip(y_pred, 0, 1)))
precision = true_positives / (predicted_positives + K.epsilon())
return precision
# Computing Sensitivity
def sensitivity(y_true, y_pred):
true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))
possible_positives = K.sum(K.round(K.clip(y_true, 0, 1)))
return true_positives / (possible_positives + K.epsilon())
# Computing Specificity
def specificity(y_true, y_pred):
true_negatives = K.sum(K.round(K.clip((1-y_true) * (1-y_pred), 0, 1)))
possible_negatives = K.sum(K.round(K.clip(1-y_true, 0, 1)))
return true_negatives / (possible_negatives + K.epsilon())
# U-NET
def build_unet(inputs, ker_init, dropout):
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(inputs)
conv1 = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv1)
pool = MaxPooling2D(pool_size=(2, 2))(conv1)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool)
conv = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
pool1 = MaxPooling2D(pool_size=(2, 2))(conv)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool1)
conv2 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv2)
pool2 = MaxPooling2D(pool_size=(2, 2))(conv2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool2)
conv3 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv3)
pool4 = MaxPooling2D(pool_size=(2, 2))(conv3)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(pool4)
conv5 = Conv2D(512, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv5)
drop5 = Dropout(dropout)(conv5)
up7 = Conv2D(256, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(drop5))
merge7 = concatenate([conv3,up7], axis = 3)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge7)
conv7 = Conv2D(256, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv7)
up8 = Conv2D(128, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv7))
merge8 = concatenate([conv2,up8], axis = 3)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge8)
conv8 = Conv2D(128, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv8)
up9 = Conv2D(64, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv8))
merge9 = concatenate([conv,up9], axis = 3)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge9)
conv9 = Conv2D(64, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv9)
up = Conv2D(32, 2, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(UpSampling2D(size = (2,2))(conv9))
merge = concatenate([conv1,up], axis = 3)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(merge)
conv = Conv2D(32, 3, activation = 'relu', padding = 'same', kernel_initializer = ker_init)(conv)
conv10 = Conv2D(4, (1,1), activation = 'softmax')(conv)
return Model(inputs = inputs, outputs = conv10)
input_layer = Input((IMG_SIZE, IMG_SIZE, 2))
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# add callback for training process
csv_logger = CSVLogger(f'{save_path}training_single_client.log', separator=',', append=False)
checkpoint_filepath = f'{save_path}checkpoint_signle_client'
model_checkpoint_callback = tf.keras.callbacks.ModelCheckpoint(
filepath=checkpoint_filepath,
monitor='val_accuracy',
mode='max',
save_best_only=True)
callbacks = [
model_checkpoint_callback,
keras.callbacks.ReduceLROnPlateau(monitor='val_loss', factor=0.2,
patience=2, min_lr=0.000001, verbose=1),
csv_logger
]
# TRAIN MODEL
BATCH_SIZE = 1
K.clear_session()
with strategy.scope():
model = build_unet(input_layer, 'he_normal', 0.2)
model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing]
)
training_generator = DataGenerator(clients[list(clients.keys())[2]], batch_size = BATCH_SIZE * strategy.num_replicas_in_sync)
history = model.fit(training_generator,
epochs=30,
steps_per_epoch=len(training_generator),
callbacks= callbacks,
# validation_data = valid_generator
)
# evaluation
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# load training history
history = pd.read_csv(f"{save_path}training_single_client.log", sep = ',', engine = 'python')
acc = history['accuracy']
epoch = range(len(acc))
loss = history['loss']
dice_class = history['dice_coef_class']
dice = history['dice_coef']
mean_iou = history['mean_io_u']
# visualize the training process
f, ax = plt.subplots(1, 5, figsize = (25, 8))
# ACCURACY
ax[0].plot(epoch, acc, 'b', label = 'Training Accuracy')
ax[0].legend()
# LOSS
ax[1].plot(epoch, loss, 'b', label = 'Training Loss')
ax[1].legend()
# CLASS DICE COEFFICIENT
ax[2].plot(epoch, dice_class, 'b', label = 'Training Class Dice Coefficient')
ax[2].legend()
# DICE COEFFICIENT
ax[3].plot(epoch, dice, 'b', label = 'Training Dice Coefficient')
ax[3].legend()
# Mean IoU
ax[4].plot(epoch, mean_iou, 'b', label = 'Training MeanIoU')
ax[4].legend()
plt.show()
input_layer = Input((IMG_SIZE, IMG_SIZE, 2))
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# add callback for training process
csv_logger = CSVLogger(f'{save_path}training_single_client_1.log', separator=',', append=False)
checkpoint_filepath = f'{save_path}checkpoint_signle_client_1'
model_checkpoint_callback = tf.keras.callbacks.ModelCheckpoint(
filepath=checkpoint_filepath,
monitor='val_accuracy',
mode='max',
save_best_only=True)
callbacks = [
model_checkpoint_callback,
keras.callbacks.ReduceLROnPlateau(monitor='val_loss', factor=0.2,
patience=2, min_lr=0.000001, verbose=1),
csv_logger
]
# TRAIN MODEL
BATCH_SIZE = 1
K.clear_session()
with strategy.scope():
model = build_unet(input_layer, 'he_normal', 0.2)
model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing]
)
training_generator = DataGenerator(clients[list(clients.keys())[0]], batch_size = BATCH_SIZE * strategy.num_replicas_in_sync)
history = model.fit(training_generator,
epochs=30,
steps_per_epoch=len(training_generator),
callbacks= callbacks,
# validation_data = valid_generator
)
# evaluation
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# load training history
history = pd.read_csv(f"{save_path}training_single_client_1.log", sep = ',', engine = 'python')
acc = history['accuracy']
epoch = range(len(acc))
loss = history['loss']
dice_class = history['dice_coef_class']
dice = history['dice_coef']
mean_iou = history['mean_io_u']
# visualize the training process
f, ax = plt.subplots(1, 5, figsize = (25, 8))
# ACCURACY
ax[0].plot(epoch, acc, 'b', label = 'Training Accuracy')
ax[0].legend()
# LOSS
ax[1].plot(epoch, loss, 'b', label = 'Training Loss')
ax[1].legend()
# CLASS DICE COEFFICIENT
ax[2].plot(epoch, dice_class, 'b', label = 'Training Class Dice Coefficient')
ax[2].legend()
# DICE COEFFICIENT
ax[3].plot(epoch, dice, 'b', label = 'Training Dice Coefficient')
ax[3].legend()
# Mean IoU
ax[4].plot(epoch, mean_iou, 'b', label = 'Training MeanIoU')
ax[4].legend()
plt.show()
input_layer = Input((IMG_SIZE, IMG_SIZE, 2))
save_path = "/dbfs/FileStore/tables/BraTS2020/"
# add callback for training process
csv_logger = CSVLogger(f'{save_path}training_fl.log', separator=',', append=False)
checkpoint_filepath = f'{save_path}checkpoint_fl'
model_checkpoint_callback = tf.keras.callbacks.ModelCheckpoint(
filepath=checkpoint_filepath,
monitor='val_accuracy',
mode='max',
save_best_only=True)
callbacks = [
model_checkpoint_callback,
keras.callbacks.ReduceLROnPlateau(monitor='val_loss', factor=0.2,
patience=2, min_lr=0.000001, verbose=1),
csv_logger
]
def evaluate_model(data, model):
test_generator = DataGenerator(data)
results = model.evaluate(test_generator, batch_size = 32, verbose = 1)
for i in range(len(results)):
print("Metric_{}={}".format(i, results[i]))
return results
ROUNDS = 5
SELECTED_EACH_ROUND = 1
BATCH_SIZE = 1
EPOCHS_CLIENT = 10
# initialize global model
K.clear_session()
with strategy.scope():
global_model = build_unet(input_layer, 'he_normal', 0.2)
global_model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing])
print("Begin Training")
# commence global training loop
for round in range(1, ROUNDS+1):
print(f'\nRound: {round}')
# get global model's weights
global_weights = global_model.get_weights()
# initial list to collect local model weights after scaling
scaled_local_weight_list = list()
# get client names
client_names= list(clients.keys())
random.shuffle(client_names)
count = 1
results = []
# results.append(evaluate_model(val_ids, global_model))
results.append(evaluate_model(clients[list(clients.keys())[2]], global_model))
# loop through each client and create new local model
for client in client_names[0:SELECTED_EACH_ROUND]:
print(f'Client {count}')
with strategy.scope():
local_model = build_unet(input_layer, 'he_normal', 0.2)
local_model.compile(
loss = "categorical_crossentropy",
optimizer = keras.optimizers.Adam(learning_rate = 0.001),
metrics = ['accuracy', tf.keras.metrics.MeanIoU(num_classes = 4), dice_coef_class, losses.dice, losses.dice_coef, precision, sensitivity, specificity, dice_coef_necrotic, dice_coef_edema, dice_coef_enhancing])
#set local model weight to the weight of the global model
local_model.set_weights(global_weights)
# get client data and pass it through a data generator
data = DataGenerator(clients[client], batch_size = BATCH_SIZE * trategy.num_replicas_in_sync )
# fit local model with client's data
local_model.fit(data, epochs=EPOCHS_CLIENT, steps_per_epoch = len(data), verbose = 1) #callbacks = callbacks, validation_data = valid_generator)
# scale the model weights and add to list
scaling_factor = weight_scaling_factor(data)
print(f'scaling_factor = {scaling_factor}')
scaled_weights = scale_model_weights(local_model.get_weights(), scaling_factor)
# not adding scaling
scaled_local_weight_list.append(local_model.get_weights()) # Here should be scaled_local_weight_list.append(scaled_weights)??
# scaled_local_weight_list.append(scaled_weights)
# clear session to free memory after each communication round
K.clear_session()
count += 1
#to get the average over all the local model, we simply take the sum of the scaled weights
print('len of scaled_local_weight_list = {}'.format(len(scaled_local_weight_list)))
average_weights = sum_scaled_weights(scaled_local_weight_list)
#update global model
global_model.set_weights(average_weights)
print('\nTraining Done!')
Discussion
This experiment is a simulation experiment, which simulates federated learning on a machine and implements the Federated averaging algorithm.
In this project, we investigate the unbalanced scenario of federated learning in which different clients have access to different amounts of data. A total of three clients are set up with significantly different amounts of data, e.g., 400 vs 40 vs 9. First, we tested the same model (a basic U-Net) on one client with nine training data and received a 0.36 DICE score (dicecoefclass). Then we tested if this client would benefit from federated learning. As a result, the DICE score is around 0.63, which represents a 0.3 improvement over 0.36.
Areas for further improvement: - Model: Only a basic U-Net was investigated. In the report, it is also suggested that the performance of federated learning would benefit from more advanced U-Nets; - Modality: Different clients might have different modalities that we could simulate in the further. - Hyperparameters: There are four main hyperparameters in federated learning: the round of federated learning procedure (ROUNDS); the selected client in each round (SELECTEDEACHROUND); the batch size of local training for a single client (BATCHSIZE); the epoch number of local training for a single client (EPOCHSCLIENT). In this project, we only present the result using a single setting: ROUNDS = 5, SELECTEDEACHROUND = 1, BATCHSIZE = 1, and EPOCHSCLIENT = 10. We have also tested other settings using another machine, but the results don't provide more information, so we chose only to present this one. - Other options for implementing federated learning: We also believe that investigating more options for implementing federated learning will be beneficial. We found the following other options to be of interest: Databricks+PyGitHub; TensorFlowFederated(TFF); Flower(PyTorch based); MONAI+NVIDIA: link1, link2; Ray(Pytorch).
ls /FileStore/tables
| path | name | size |
|---|---|---|
| dbfs:/FileStore/tables/000a_finance_utils.scala | 000a_finance_utils.scala | 2187.0 |
| dbfs:/FileStore/tables/BraTS2020/ | BraTS2020/ | 0.0 |
| dbfs:/FileStore/tables/GDELT_raw_data.scala | GDELT_raw_data.scala | 3820.0 |
| dbfs:/FileStore/tables/LT_accV.parquet | LT_accV.parquet | 365326.0 |
| dbfs:/FileStore/tables/LT_time_intervals | LT_time_intervals | 43839.0 |
| dbfs:/FileStore/tables/LTaccidents_id_date.parquet | LTaccidents_id_date.parquet | 89266.0 |
| dbfs:/FileStore/tables/LTcar_locations-2.csv | LTcar_locations-2.csv | 706938.0 |
| dbfs:/FileStore/tables/LTnodes.csv | LTnodes.csv | 587461.0 |
| dbfs:/FileStore/tables/UUnodes.csv | UUnodes.csv | 29335.0 |
| dbfs:/FileStore/tables/UUways.csv | UUways.csv | 906.0 |
| dbfs:/FileStore/tables/WheresCroc_1_2_2.zip | WheresCroc_1_2_2.zip | 22591.0 |
| dbfs:/FileStore/tables/albin/ | albin/ | 0.0 |
| dbfs:/FileStore/tables/anlociStoUlaOreb.csv | anlociStoUlaOreb.csv | 373172.0 |
| dbfs:/FileStore/tables/bcousd_20220512T084217Z_001.zip | bcousd_20220512T084217Z_001.zip | 2.8871314e7 |
| dbfs:/FileStore/tables/bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv-1.zip | bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv-1.zip | 1.05242372e8 |
| dbfs:/FileStore/tables/bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv.zip | bitstampUSD_1_min_data_2012_01_01_to_2021_03_31_csv.zip | 1.05242372e8 |
| dbfs:/FileStore/tables/emptyPagesTable-1.csv | emptyPagesTable-1.csv | 275.0 |
| dbfs:/FileStore/tables/emptyPagesTable.csv | emptyPagesTable.csv | 275.0 |
| dbfs:/FileStore/tables/errors.txt | errors.txt | 802.0 |
| dbfs:/FileStore/tables/events_test.csv | events_test.csv | 447.0 |
| dbfs:/FileStore/tables/events_test_albin.csv/ | events_test_albin.csv/ | 0.0 |
| dbfs:/FileStore/tables/hd_audio_tar.gz | hd_audio_tar.gz | 3.37342212e8 |
| dbfs:/FileStore/tables/lithuania_coordinates_transf_osm_pbf_node.parquet | lithuania_coordinates_transf_osm_pbf_node.parquet | 7.36902938e8 |
| dbfs:/FileStore/tables/ltcar_reprojected.csv | ltcar_reprojected.csv | 752891.0 |
| dbfs:/FileStore/tables/mpn1000rnd20210902_2.csv | mpn1000rnd20210902_2.csv | 2.7386942e7 |
| dbfs:/FileStore/tables/mpn2.bz2 | mpn2.bz2 | 2.0507172e7 |
| dbfs:/FileStore/tables/over300all.txt | over300all.txt | 31334.0 |
| dbfs:/FileStore/tables/over300all_2.txt | over300all_2.txt | 31334.0 |
| dbfs:/FileStore/tables/social_media_usage.csv | social_media_usage.csv | 402147.0 |
| dbfs:/FileStore/tables/svwiki-redirects/ | svwiki-redirects/ | 0.0 |
| dbfs:/FileStore/tables/voronoi20191213uppsla1st.txt | voronoi20191213uppsla1st.txt | 2613.0 |
| dbfs:/FileStore/tables/voronoi20191213uppsla2d.txt | voronoi20191213uppsla2d.txt | 4924.0 |
| dbfs:/FileStore/tables/voronoi20191213uppsla3d.txt | voronoi20191213uppsla3d.txt | 7022.0 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen1.txt | voronoiUlaStoOreb_bbox_queen1.txt | 497069.0 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen2.txt | voronoiUlaStoOreb_bbox_queen2.txt | 1046400.0 |
| dbfs:/FileStore/tables/voronoiUlaStoOreb_bbox_queen3.txt | voronoiUlaStoOreb_bbox_queen3.txt | 1730809.0 |
| dbfs:/FileStore/tables/voronoi_input.csv | voronoi_input.csv | 6857.0 |
ls /FileStore/tables/BraTS2020/
| path | name | size |
|---|---|---|
| dbfs:/FileStore/tables/BraTS2020/BraTS2020_TrainingData/ | BraTS2020_TrainingData/ | 0.0 |
| dbfs:/FileStore/tables/BraTS2020/BraTS2020_ValidationData/ | BraTS2020_ValidationData/ | 0.0 |
The data has been uploaded to the dbfs on /FileStore/tables/BraTS2020/ !!
Scalable Bayesian optimization with distributed Gaussian processes and deep kernel learning
Authors: Carl Hvarfner, Leonard Papenmeier, Manu Upadhyaya
TODO: 1. What did we do? 2. Why should anyone care? 3. Why is this scalable? 4. What are our contributions? 5. Describe how the notebooks are organized/what they contain
What did we do
We implement a scalable algorithm for high-dimensional Bayesian optimization. Our implementation maintains arbitrary many GPs in parallel
Bayesian optimization
The goal of Bayesian optimization (BO) is to solve
\[ \mathbf{x}^* \in \arg \max_{\mathbf{x}\in \mathcal{X}} f(\mathbf{x}), \]
where : - \(f: \mathcal{X} \rightarrow \mathbb{R}\) is the objective function. - \(\mathcal{X} \subseteq\mathbb{R}^{D}\) is a compact constraint set. - The objective function \(f\) is expensive-to-evaluate (time or cost) and lacks known special structure - \(f\) is a “black box”. - Typically only function values \(f(x)\) can be sampled; no first- or second-order derivative information - known as “derivative-free” optimization. - Allows samples \(f(x)\) to be obscured by stochastic noise. - The focus is on finding a global rather than local optimum.
Applications
Bayesian optimization has been applied to solve a wide range of problems, including: - learning to rank, - computer graphics and visual design, - robotics, - sensor networks, - automatic algorithm configuration, - automatic machine learning toolboxes, - reinforcement learning, - planning, - visual attention, - architecture configuration in deep learning, - static program analysis, - experimental particle physics, - chemistry, - material design, and - drug development.
Basic algorithm for Bayesian optimization
BO consists of two main components: 1. A model able to calibrate uncertainty of the objective function called the surrogate model, and 2. an acquisition function for deciding where to sample next.
Suppose that the budget is \(N\) function evaluations, typically \(N\leq 1000\).
Roughly speaking, BO algorithms uses the following steps: - Observe \(f\) at \(n_0\) points, \({x_i}{i=1}^{n_0}\), according to an initial space-filling experimental design. - Set \(n = n_0\). - While \(n < N\): - Update the surrogate model of \(f\) using all available data \({x_i}{i=1}^{n}\). - Find next point \(x_{n+1}\) to evaluate by optimizing an acquisition function \(\alpha_n: \mathcal{X} \rightarrow \mathbb{R}\). I.e., \[ x_{n+1} \in \arg \max_{\mathbf{x}\in \mathcal{X}} \alpha_{n}\left(\mathbf{x}\right) \] - Evaluate \(f\) at the next point \(x_{n+1}\). - Increment \(n\) by one.
Return a solution.
Optimizing the acquisition function
- Note that optimizing the objective function \(f\) is replaced by optimizing a sequence of acquisition functions.
- Acquisition function design trades-off between exploration and exploitation.
- Regions in the search space \(\mathcal{X}\) that were not evaluated often get higher priority, and, at the same time, regions with promising function values get high priority.
- The acquisition function is cheap to evaluate.
- First- or second-order derivative information is typically available.
- Standard techniques from nonlinear optimization can be used.
Gaussian processes
Gaussian processes (GPs) are often used to create surrogate models of the expensive-to-evaluate function we wish to optimize.
Gaussian processes can be seen as an infinite-dimensional generalization of multivariate normal distributions.
In particular, a Gaussian process is a stochastic process \({f(x)}{x\in\mathcal{X}}\), denoted \(f \sim \mathcal{GP}(\mu{0},k)\), such that given any finite collections of points \(x_{1:n} := (x_1,\ldots,x_n) \in \mathcal{X}^{n}\), it holds that
\[ f(x_{1:n}):=\left(f(x_1),\ldots,f(x_n)\right) \sim \mathcal{N}{n}(\mu{0}(x_{1:n}),\Sigma_{0}(x_{1:n})), \]
where \(\mu_{0}(x_{1:n})\) is defined as
\[ \mu_{0}(x_{1:n}) := (\mu_{0}(x_{1}),\ldots,\mu_{0}(x_{n})) \]
for some function \(\mu_{0}:\mathcal{X} \rightarrow \mathbb{R}\) called the mean function (typically set to zero in Bayesian optimization applications), and where \(\Sigma_{0}(x_{1:n})\in\mathbb{S}^{n}_{+}\) is defined as
\[ [\Sigma_{0}(x_{1:n})]_{i,j} := k(x_i,x_j) \]
for each \(i,j=1,\ldots,n\), where \(k:\mathcal{X}\times\mathcal{X} \rightarrow \mathbb{R}\) is called the kernel function (chosen such that the resulting covariance matrix \(\Sigma_{0}(x_{1:n})\) is positive semidefinite, regardless of the collection of points \(x_{1:n}\) chosen).
Examples of kernal functions
- Power exponential/Gaussian kernel: \(k(x_i,x_j) = \sigma^2 \exp\left(-\frac{\lVert x_i-x_j \rVert^2}{2}\right)\) where \(\sigma>0\).
- Matérn-\(\nu\) kernel: \(k(x_i,x_j) = \sigma^2 \frac{2^{1-\nu}}{\Gamma(\nu)} \left( \sqrt{2\nu} \lVert x_i-x_j \rVert\right)^{\nu}K_{\nu}\left( \sqrt{2\nu} \lVert x_i-x_j \rVert \right)\) where \(\sigma,\nu>0\), \(\Gamma\) is the Gamma function, and \(K_{\nu}\) is the modified Bessel function of the second kind of order \(\nu\).
In both cases, the norm \(\lVert x\rVert\) is defined by \[ \lVert x \rVert^2 = x^{T}L^{-2}x, \]
where \(L = \text{diag}(\ell_1,\ldots,\ell_D) \succ 0\).
Note that the kernal functions introduces hyper-parameters, e.g., \(\ell_{1:D}\) and \(\sigma\) above. These hyper-parameters are found by, e.g., maximizing \(p(f(x_{1:n}) \mid \sigma,\ell_{1:D}, x_{1:n})\) (maximum likelihood estimation) or \(p(\sigma,\ell_{1:D} \mid f(x_{1:n}), x_{1:n})\) (maximum a posteriori estimation).
Why use Gaussian processes?
Properties that make Gaussian distributions easy to work with,
- sums and linear transformations of Gaussians are Gaussian,
- marginal distributions of Gaussians are still Gaussian, and
- conditional distributions of joint Gaussians are still Gaussian,
translate into properties that make Gaussian processes easy to work with.
Moreover, Gaussian processes come equipped with the uncertainty in their prediction!
In particular, suppose we are given observations \(x_{1:n},f(x_{1:n})\) as above. Then the posterior distribution for a test point \(x \in \mathcal{X}\) is given by
\[ f(x) \mid f(x_{1:n}) \sim \mathcal{N}(\mu_{n}(x),\sigma_{n}^{2}(x)), \]
where
\[ \mu_{n}(x) = \Sigma_{0}(x,x_{1:n})\Sigma_{0}(x_{1:n},x_{1:n})^{-1}(f(x_{1:n}) - \mu_{0}(x_{1:n})) + \mu_{0}(x) \]
and
\[ \sigma_{n}^{2}(x) = k(x,x) - \Sigma_{0}(x,x_{1:n})\Sigma_{0}(x_{1:n},x_{1:n})^{-1}\Sigma_{0}(x_{1:n},x), \]
where
\[ \Sigma_{0}(x,x_{1:n}) = [k(x,x_1) \;\ldots\; k(x,x_n)] \]
and
\[ \Sigma_{0}(x_{1:n},x) = [k(x_1,x) \;\ldots\; k(x_n,x)]^{T}. \]
This posterior distribution \(f(x) \mid f(x_{1:n})\) is the surrogate model used in Bayesian optimization!
A visual exploration of Gaussian processes
The following blog post contains a visual introduction to Gaussian processes that compliments the one above.
Acquisition functions
Each acquisition balances exploration-exploitation in a different way. There is no universal best method.
Below we give a few examples of commonly used acquisition functions. These are based on the surrogate models contructed via Gaussian processes described in the previous notebook.
Expected improvement
\[ \alpha_{n}(x) = \mathbb{E}\left[\max(0,f(x)-f_{n}^{\star})\mid x_{1:n},f(x_{1:n})\right] = \max(0,f(x)-f_{n}^{\star}) + \sigma_{n}(x)\phi\left(\frac{\mu_{n}(x)-f_{n}^{\star}}{\sigma_{n}(x)}\right)-\left|\mu_{n}(x)-f_{n}^{\star}\right|\Phi\left(\frac{\mu_{n}(x)-f_{n}^{\star}}{\sigma_{n}(x)}\right), \]
where \(f_{n}^{\star} = \max_{i=1,\ldots,n}f(x_{i})\), and \(\phi\) the probability density function (PDF) and \(\Phi\) the cumulative distribution function (CDF) of the standard normal distribution.
Upper confidence bounds (UCB)
\[ \alpha_{n}(x) = \mu_{n}(x) + \beta_{n} \sigma_{n}(x), \] where \(\beta_n\geq0\) is a scaler that explicity lets us balance exploration and exploitation.
Thompson sampling
\[ \alpha_{n}(x) = g(x), \] where \(g\sim\mathcal{GP}(\mu_n,c_n)\) and \[ c_n(x,y) = k(x,y) - \Sigma_{0}(x,x_{1:n})\Sigma_{0}(x_{1:n},x_{1:n})^{-1}\Sigma_{0}(x_{1:n},y). \] Later when optimizing this acquisition function, two alternatives are: - Sample \(g\) on a finte set of points and find the \(\arg\max\), or - use Fourier features to get a continuous/differentiable sample \(g\) and then optimize. See [Rahimi and B. Recht, 2007].
Scalable Bayesian optimization
Batch Bayesian optimization/parallel function evaluations
- Note that in the basic algorithm for Bayesian optimization described in the previous notebook, new points \(x_{n+1}\) are evaluated sequentially.
- Using multiple computing resources allows for obtaining multiple function evaluations at new points \({x_{n+1}^{(1)},\ldots,x_{n+1}^{(q)}}\) in parallel, at each iteration.
- In such a case, the acquisition function needs to be modified to handle batch acquisition of new points \({x_{n+1}^{(1)},\ldots,x_{n+1}^{(q)}}\).
- In our work, we utilize parallel function evaluations as a first way of scalability. Details are described in the subsection below.
Distributed Gaussian processes via trust regions
GPs are a popular choice for the surrogate model but they have limitations: - They show nice properties and are often sample-efficient. - However, they do not scale well to higher dimensions (large \(D\)) and break down in more than 20-30 dimensions [Frazier, 2018]. - Reason: - They rely on the distance between point which is too large in high dimensions. - In particular, large portions of the space have high uncertainty. - As a result, the algorithm focuses on these regions of the space and makes no progress in a reasonable evaluation budget.
UPDATE BELOW!!!
One way of dealing with this problem are trust regions (TRs). ref Here, the support for possible candidates is restricted to a small portion of the search space. TRs are centered on the incumbent point and shrink as the optimization progresses.
TuRBO is an algorithm to make GPs scalable. It uses trust regions, i.e., the support for candidates is restricted to a small region of the search space. This way, the regions of high uncertainty become managable and the algorithm can make progress with low evaluation budget. One problem of trust regions is that they can run in local maxima. To deal with this, TuRBO can run multiple trust regions in parallel. Each TR has its own surrogate model such that no data have to be shared between TRs. Furthermore, TuRBO supports parallel function evaluations that give another way of scalability.
In summary, TuRBO achieves scalability in three ways: 1. TuRBO allows to optimize in higher dimensions. 2. TuRBO can be run in parallel. 3. TuRBO supports parallel function evaluations.
In the original TuRBO implementation, a batch of points to be evaluated is found by taking the points with maximum acquisiton function value across the different TRs. We change the implementation such that every TR fills its own batch. While this leads to more function evaluations, it avoids communication between nodes and is acceptable in a high-compute setting.
Effective latent representation via deep kernel learning
The idea of deep kernel learning (DKL) is to learn a representation of the inputs \(x\) that are more meaningful for the GP. For example, GP kernels most commonly assume that the function is stationary. If this assumption is violated, the performance of GPs can decrease significantly. By using DKL, GPs could restore stationarity.
More specifically, given a kernel function \(k(x,y)\), the DKL kernel has the form \(k(\phi(x|\theta),\phi(y|\theta))\) where \(\phi\) is a neural network parametrized by \(\theta\). In the likelihood optimization of the GP, \(\theta\) is optimized alongside the other GP hyperparameters.
Our implementation
UPDATE BELOW!!!
We packaged our implementation to deal with serialization issues of Spark. Therefore, we show the implementation in markdown cells as the code in the notebooks is quite short and incomprehensible.
Optimization problem
We first define a helper function that projects points from the GP search space \([0,1]^D\) to the actual support of the function \(f\).
from botorch.utils.transforms import unnormalize
def eval_objective(x, fun):
"""This is a helper function we use to unnormalize a point from [0, 1]^D and evaluate it"""
return fun(unnormalize(x, fun.bounds))
We define a generic class for optimization problems.
from abc import ABC, abstractmethod
import torch
import numpy as np
class OptimizationProblem(ABC):
"""
This is an abstract class for generic optimization problems we consider
"""
@abstractmethod
def __init__(self, dim: int):
"""
implemented by subclasses
"""
raise NotImplementedError()
@abstractmethod
def __call__(self, x: torch.Tensor):
"""
implemented by subclasses
"""
raise NotImplementedError()
@abstractmethod
def lb(self) -> np.ndarray:
"""
returns the lower bound of the problem
"""
raise NotImplementedError()
@abstractmethod
def ub(self) -> np.ndarray:
"""
returns the upper bound of the problem
"""
raise NotImplementedError()
@abstractmethod
def dim(self) -> int:
"""
returns the dimensionality of the problem
"""
raise NotImplementedError()
We define the Ackley function as a subclass for OptimizationProblem:
from botorch.test_functions import Ackley as _Ackley
class Ackley(OptimizationProblem):
def __init__(self, dim: int):
self._dim = dim
self._ackley = _Ackley(dim=dim, negate=True)
def __call__(self, x: torch.Tensor):
return eval_objective(x, self._ackley)
def lb(self) -> np.ndarray:
return self._ackley.bounds[0]
def ub(self) -> np.ndarray:
return self._ackley.bounds[1]
def dim(self) -> int:
return self._dim
TuRBO state
TuRBO is an algorithm for scalable high-dimensional BO. We first define the state of a TuRBO instance:
@dataclass
class TurboState:
dim: int # dimensionality of the search space
batch_size: int # number of parallel function evaluations
length: float = 0.8 # initial TR base length
length_min: float = 0.5 ** 7 # min TR base length
length_max: float = 1.6 # max TR base length
failure_counter: int = 0 # number of times we did not make progress in optimizing the function
failure_tolerance: int = float("nan") # Note: Post-initialized, after more than failure_tolerance failures, we shrink the TR
success_counter: int = 0 # number of times we made progress in optimizing the function
success_tolerance: int = 10 # after that many successes, we increase the TR size
best_value: float = -float("inf") # best value observed
restart_triggered: bool = False # whether we want to restart this TR
def __post_init__(self):
# the failure tolerance increases with the dimensionality of the problem
# and decreases with batch size as batches correspond to parallel
# function evaluations
self.failure_tolerance = math.ceil(
max([4.0 / self.batch_size, float(self.dim) / self.batch_size])
)
Depending on the \(y\)-value of the next point evaluated, we want to update the state;
def update_state(state, y_next):
# if we made progress in optimizing the function
if max(y_next) > state.best_value + 1e-3 * math.fabs(state.best_value):
state.success_counter += 1
state.failure_counter = 0
else:
state.success_counter = 0
state.failure_counter += 1
# if we made state.success_tolerance many progresses
if state.success_counter == state.success_tolerance: # Expand trust region
state.length = min(2.0 * state.length, state.length_max)
state.success_counter = 0
elif state.failure_counter == state.failure_tolerance: # Shrink trust region
state.length /= 2.0
state.failure_counter = 0
state.best_value = max(state.best_value, max(y_next).item())
if state.length < state.length_min:
state.restart_triggered = True
return state
from botorch.models import SingleTaskGP
import shutil
from scalable_gps.objective import Ackley, Griewank, Rover
from scalable_gps.optimizer import ScalableOptimizer
SAVE_PATH = "/dbfs/FileStore/df/"
try:
shutil.rmtree("/databricks/driver/results")
except:
pass
objectives = [Ackley(4), Griewank(10)]
#objectives = [Rover(60)]
for objective in objectives:
for use_dkl in [True, False]:
for rep in range(10):
print(f"Repetition {rep}")
name = "TurBO-DKL" if use_dkl else "TurBO"
turbo_kwargs = {
'model': SingleTaskGP,
}
so = ScalableOptimizer(objective, num_parallel=4, turbo_kwargs={}, name=name, use_dkl=use_dkl, outer_iterations=5, save_path=SAVE_PATH) #<--- This makes the files permanent
so.optimize()
basedir = SAVE_PATH
algo_benchs = {}
for path, subdirs, files in os.walk(basedir):
for name in files:
bench = path.split("/")[-2]
algo = path.split("/")[-1]
y = pd.read_csv(os.path.join(path, name)).to_numpy()[:, -1]
y = np.array([max(y[:i]) for i in range(1,len(y)+1)])
if not bench in algo_benchs:
algo_benchs[bench] = {}
if not algo in algo_benchs[bench]:
algo_benchs[bench][algo] = []
algo_benchs[bench][algo].append(y)
fig, axs = plt.subplots(1, len(algo_benchs), )
for i, bench in enumerate(algo_benchs.keys()):
ax = axs[i] if len(algo_benchs)>1 else axs
for algo, y in algo_benchs[bench].items():
minlen = min([len(yy) for yy in y])
y = [yy[:minlen] for yy in y]
mean = np.mean(np.array(y), axis=0)
ax.plot(np.arange(len(mean)), mean, label=algo)
ax.set_title(bench)
ax.legend()
import os
from copy import copy
from glob import glob
from os.path import join
from typing import List
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
from scipy.stats import sem
# plot configuration
COLORS = {
'TurBO': 'crimson',
'TurBO-DKL': 'dodgerblue',
}
REGRETS = {
'Branin': -0.397887,
'Hartmann-3': 3.86278,
'Hartmann-6': 3.32237,
'Ackley-4': 0,
'Griewank-10': 0,
"Roverplanning": 5,
}
INIT_NBRS = {
'Branin': 3,
'Hartmann-3': 4,
'Hartmann-6': 7,
'Ackley-4': 9,
'Griewank-10': 11,
"Roverplanning":61
}
NAMES = {
'TurBO': 'TurBO',
'TurBO-DKL': 'TurBO-DKL',
}
PLOT_LAYOUT = dict(linewidth=2, markevery=20, markersize=8, markeredgewidth=5)
plt.rcParams['font.family'] = 'serif'
def process_funcs_args_kwargs(input_tuple):
'''
Helper function for preprocessing to assure that the format of (func, args, kwargs is correct)
'''
if len(input_tuple) != 3:
raise ValueError(
f'Expected 3 elements (callable, list, dict), got {len(input_tuple)}')
if not callable(input_tuple[0]):
raise ValueError('Preprocessing function is not callable.')
if type(input_tuple[1]) is not list:
raise ValueError(
'Second argument to preprocessing function is not a list.')
if type(input_tuple[2]) is not dict:
raise ValueError(
'Third argument to preprocessing function is not a dict.')
return input_tuple
def filter_paths(all_paths, included_names=None):
'''
Filters the provided paths by the included names, if specified.
Returns a tuple of the filtered paths and their names.
'''
all_names = [benchmark_path.split('/')[-1]
for benchmark_path in all_paths]
if included_names is not None:
used_paths = []
used_names = []
for path, name in zip(all_paths, all_names):
if name in included_names:
used_paths.append(path)
used_names.append(name)
return used_paths, used_names
return all_paths, all_names
def get_files_from_experiment(experiment_name, benchmarks=None, acquisitions=None):
'''
For a specific experiment, gets a dictionary of all the {benchmark: {method: [output_file_paths]}}
as a dict, including all benchmarks and acquisition functions unless specified otherwise in
the arguments.
'''
paths_dict = {}
all_benchmark_paths = glob(join(experiment_name, '*'))
filtered_benchmark_paths, filtered_benchmark_names = filter_paths(
all_benchmark_paths, benchmarks)
# *ensures hidden files are not included
for benchmark_path, benchmark_name in zip(filtered_benchmark_paths, filtered_benchmark_names):
paths_dict[benchmark_name] = {}
all_acq_paths = glob(join(benchmark_path, '*'))
print(join(benchmark_path, '*'))
filtered_acq_paths, filtered_acq_names = filter_paths(
all_acq_paths, acquisitions)
for acq_path, acq_name in zip(filtered_acq_paths, filtered_acq_names):
run_paths = glob(join(acq_path, '*'))
paths_dict[benchmark_name][acq_name] = run_paths
print(paths_dict)
return paths_dict
def get_dataframe(paths, funcs_args_kwargs=None, idx=0):
'''
For a given benchmark and acquisition function (i.e. the relevant list of paths),
creates the dataframe that includes the relevant metrics.
Parameters:
paths: The paths to the experiments that should be included in the dataframe
funcs_args_kwargs: List of tuples of preprocessing arguments,
'''
# ensure we grab the name from the right spot in the file structure
names = [path.split('/')[-1].split('.')[0] for path in paths]
# just create the dataframe and set the column names
complete_df = pd.DataFrame(columns=names)
# tracks the maximum possible length of the dataframe
max_length = None
for path, name in zip(paths, names):
per_run_df = pd.read_csv(path)
# this is where we get either the predictions or the true values
if funcs_args_kwargs is not None:
for func_arg_kwarg in funcs_args_kwargs:
func, args, kwargs = process_funcs_args_kwargs(func_arg_kwarg)
per_run_df = func(per_run_df, name, *args, **kwargs)
complete_df.loc[:, name] = per_run_df.iloc[:, 0]
return complete_df
def get_min(df, run_name, metric, minimize=False):
'''
Make sure we only print the best values
'''
if minimize:
min_observed = np.inf
else:
min_observed = -np.inf
mins = np.zeros(len(df))
for r, row in enumerate(df[metric]):
if minimize:
if row < min_observed:
min_observed = row
mins[r] = min_observed
else:
if row > min_observed:
min_observed = row
mins[r] = min_observed
return pd.DataFrame(mins, columns=[run_name])
def compute_regret(df, run_name, regret, log=True):
'''
Compute regret depending on the function
'''
if log:
mins = df.iloc[:, 0].apply(lambda x: x)
else:
mins = df.iloc[:, 0].apply(lambda x: x)
return pd.DataFrame(mins)
def plot_optimization(data_dict, preprocessing=None, title='benchmark', xlabel='X', ylabel='Y', fix_range=None,
only_plot=-1, names=None, predictions=False, init=2, n_markers=20, n_std=1, show_ylabel=True,
maxlen=-1, plot_ax=None, first=True, show_noise=None):
'''
Plot all the optimization runs for the different benchmarks and optimization algorithms.
'''
if plot_ax is None:
fig, ax = plt.subplots(figsize=(25, 16))
else:
ax = plot_ax
min_ = np.inf
for run_name, files in data_dict.items():
plot_layout = copy(PLOT_LAYOUT)
plot_layout['c'] = COLORS.get(run_name, 'k')
plot_layout['label'] = NAMES.get(run_name, 'Nameless Run')
if plot_layout['label'] == 'Nameless Run':
continue
plot_layout['marker'] = '*'
plot_layout['markersize'] = 10
plot_layout['markeredgewidth'] = 2
# preprocess the data for the set of runs
result_dataframe = get_dataframe(files, preprocessing)
# convert to array and plot
data_array = result_dataframe.to_numpy()
markevery = np.floor(maxlen / n_markers).astype(int)
plot_layout['markevery'] = markevery
if maxlen > 0:
data_array = data_array[0:maxlen, :]
y_mean = data_array.mean(axis=1)
y_std = sem(data_array, axis=1)
X = np.arange(1, maxlen + 1)
if fix_range is not None:
ax.set_ylim(fix_range)
ax.plot(X, y_mean, **plot_layout)
ax.fill_between(X, y_mean - n_std * y_std, y_mean + n_std *
y_std, alpha=0.1, color=plot_layout['c'])
ax.plot(X, y_mean - n_std * y_std, alpha=0.5, color=plot_layout['c'])
ax.plot(X, y_mean + n_std * y_std, alpha=0.5, color=plot_layout['c'])
min_ = min((y_mean - n_std * y_std).min(), min_)
ax.axvline(x=init, color='k', linestyle=':', linewidth=4)
ax.tick_params(axis='x', labelsize=18)
ax.tick_params(axis='y', labelsize=18)
ax.set_xlabel(xlabel, fontsize=24)
ax.set_title(title, fontsize=30)
if show_ylabel:
ax.set_ylabel(ylabel, fontsize=24)
ax.legend()
return ax
def plot(algos: List[str], functions: List[str], save_path: str, experiment_name: str, maxlen: int = 750):
files = get_files_from_experiment(
f'{os.getcwd()}/results', functions, algos)
num_benchmarks = len(files)
if num_benchmarks == 0:
raise ValueError('No files')
fig, ax = plt.subplots(1, num_benchmarks, figsize=(25, 9))
if num_benchmarks == 1:
ax = [ax]
for benchmark_idx, (benchmark_name, paths) in enumerate(files.items()):
preprocessing = [(get_min, [], {'metric': 'y'}), (compute_regret, [], {
'log': True, 'regret': REGRETS[benchmark_name]})]
plot_optimization(paths,
xlabel='Iteration',
ylabel='Log Regret',
n_std=2,
preprocessing=preprocessing,
maxlen=maxlen,
plot_ax=ax[benchmark_idx],
first=benchmark_idx == 0,
n_markers=10,
init=INIT_NBRS[benchmark_name],
title=benchmark_name,
show_ylabel=False,
)
plt.tight_layout()
plt.savefig(f"{os.getcwd()}/{experiment_name}_{'_'.join(functions)}.pdf")
plt.show()
plot(["TurBO-DKL"],["Ackley-4"], save_path=SAVE_PATH, experiment_name="plot_name", axlen=750)
import pandas as pd
SAVE_PATH = "/dbfs/FileStore/df/"
basedir = SAVE_PATH
os.listdir(f"{SAVE_PATH}/Ackley-4/TurBO")
import pandas as pd
k = pd.read_csv("/databricks/driver/results/Ackley-4/TurBO-DKL/run_0.csv")
import scalable_gps
scalable_gps.__version__
Editors
Here is a list of the editors who have helped improve this book
